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growthack88/growth-marketing-os

Growth Marketing OS | Mahmoud Omar — open-source AI marketing prompts, Claude skills, agents & growth playbooks (EN + AR)

Claude Code Marketing

History

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`skills/performance-media-buyer/SKILL.md`

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View on GitHub Add to my skills

Verified commit c7852deefb3cd90029f02d328b9e59cea39ef585

Version-pinned installation · Claude Code

git clone --filter=blob:none --no-checkout https://github.com/growthack88/growth-marketing-os.git .hotskills/growthack88-growth-marketing-os && git -C .hotskills/growthack88-growth-marketing-os checkout --detach c7852deefb3cd90029f02d328b9e59cea39ef585
# Copy each selected skill directory from .hotskills/growthack88-growth-marketing-os into .claude/skills/<skill-name>/

128GitHub stars

3stars in 7 days

19skills in this repository

10commits in 30 days

Heat

5.6

Star growth, last 7 daysNot available
Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

30-day change not yet available: not enough history.

Individual skills in this repository

arabic-copy-localizer skills/arabic-copy-localizer
benchmark-analyst skills/benchmark-analyst
cod-operations-analyst skills/cod-operations-analyst
ab-testing skills/community/ab-testing
battlecards skills/community/battlecards
churn-prevention skills/community/churn-prevention
icp-research skills/community/icp-research
launch-tier-framework skills/community/launch-tier-framework
marketing-psychology skills/community/marketing-psychology
onboarding skills/community/onboarding
positioning-messaging-framework skills/community/positioning-messaging-framework
programmatic-seo skills/community/programmatic-seo
voice-of-customer-synthesis skills/community/voice-of-customer-synthesis
win-loss-analysis skills/community/win-loss
conversion-copywriter skills/conversion-copywriter
experiment-coach skills/experiment-coach
funnel-decomposition-analyst skills/funnel-decomposition
mena-ads skills/mena-ads
performance-media-buyer skills/performance-media-buyer

How it works

Choose a skill

arabic-copy-localizer

When your agent uses it

Marketing copy localization skill that converts English marketing copy (ads, landing pages, emails, CTAs) into native Egyptian Arabic عامية — or GCC dialect on request — with natural English code-switching for business terms. Use whenever marketing copy needs an Arabic version, an Arabic draft "sounds translated", or a bilingual campaign is being built. Rebuilds meaning per line instead of translating words; never outputs فصحى for performance marketing contexts.

What it loads into context

Frontmatter

129 tokens

Always available to the agent

SKILL.md

997 tokens

When the skill is activated

Reference documents

54,054 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Core method
Register rules (non-negotiable)
Output contract
Behavior rules
Example invocation
🦆 Built by Mahmoud Omar

Scripts executed separately

../experiment-coach/install.sh
../experiment-coach/scripts/exp_calc.py
../mena-ads/install.sh
../mena-ads/scripts/ads_calc.py

Files

../../.claude-plugin/marketplace.jsonasset1,387 bytes
SKILL.mdcore4,298 bytes
SKILL.mdcore4,298 bytes
SKILL.mdcore4,298 bytes
SKILL.mdcore4,298 bytes
../benchmark-analyst/SKILL.mddoc4,991 bytes
../cod-operations-analyst/SKILL.mddoc5,154 bytes
../community/ab-testing/SKILL.mddoc11,514 bytes
../community/ab-testing/references/sample-size-guide.mddoc7,453 bytes
../community/ab-testing/references/test-templates.mddoc6,473 bytes
../experiment-coach/README.mddoc8,605 bytes
../experiment-coach/SKILL.mddoc11,504 bytes
../experiment-coach/install.shruns2,835 bytes
../experiment-coach/references/benchmarks-used.mddoc2,594 bytes
../experiment-coach/references/calculations.mddoc5,035 bytes
../experiment-coach/references/experiment-cards.mddoc9,119 bytes
../experiment-coach/references/experiment-log.mddoc5,650 bytes
../experiment-coach/references/interviews.mddoc4,136 bytes
../experiment-coach/references/mena-notes.mddoc2,681 bytes
../experiment-coach/references/readout.mddoc3,166 bytes
../experiment-coach/references/test-assets.mddoc3,867 bytes
../experiment-coach/references/validation-ladder.mddoc4,798 bytes
../experiment-coach/scripts/exp_calc.pyruns13,946 bytes
../funnel-decomposition/SKILL.mddoc3,497 bytes
../mena-ads/CREDITS.mddoc3,217 bytes
../mena-ads/README.mddoc9,816 bytes
../mena-ads/SKILL.mddoc10,691 bytes
../mena-ads/install.shruns2,731 bytes
../mena-ads/licenses/LICENSE-claude-ads.txtdoc1,069 bytes
../mena-ads/licenses/LICENSE-claude-marketing-rebecca-rae-barton.txtdoc1,075 bytes
../mena-ads/licenses/LICENSE-gomarble-marketing-agent.txtdoc1,065 bytes
../mena-ads/licenses/LICENSE-meta-ads-skills.txtdoc1,081 bytes
../mena-ads/references/audit-checklist.mddoc6,018 bytes
../mena-ads/references/budget-scaling.mddoc6,655 bytes
../mena-ads/references/creative-system.mddoc10,438 bytes
../mena-ads/references/data-connections.mddoc4,820 bytes
../mena-ads/references/google.mddoc9,944 bytes
../mena-ads/references/mena-market-playbook.mddoc13,604 bytes
../mena-ads/references/meta.mddoc12,899 bytes
../mena-ads/references/other-platforms.mddoc4,300 bytes
../mena-ads/references/reporting.mddoc3,479 bytes
../mena-ads/references/snapchat.mddoc4,985 bytes
../mena-ads/references/tiktok.mddoc5,310 bytes
../mena-ads/references/tracking-measurement.mddoc6,383 bytes
../mena-ads/scripts/ads_calc.pyruns20,723 bytes
../performance-media-buyer/SKILL.mddoc6,066 bytes

Read SKILL.md


# Arabic Copy Localizer — Claude Skill

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns English marketing copy into Arabic that sounds written, not translated.

## Core method

Localization ≠ translation. For every line of source copy:

1. Extract the JOB of the line (hook? proof? objection-kill? CTA?), not its words.
2. Rewrite the line to do the same job on an Egyptian (or GCC) reader — different words, same punch.
3. Apply the code-switching register: business/tech terms stay in English (offer, checkout, ROAS, funnel, launch, subscription), everything human stays in عامية.
4. Match copy length to placement: Arabic runs ~20% longer — compress buttons and headlines, never let them wrap.

## Register rules (non-negotiable)

View the complete source on GitHub

benchmark-analyst

When your agent uses it

Marketing benchmark triage skill. Use whenever metrics are shared with questions like "is this good?", "is this normal?", or "should I worry?" — ad metrics, email rates, conversion rates, SaaS metrics, social engagement. Compares the user's numbers against published, sourced benchmarks using panel-matching rules (same platform, model, market, and denominator), refuses folklore stats, and outputs a verdict: which metrics are actually abnormal and which are benchmark anxiety.

What it loads into context

Frontmatter

132 tokens

Always available to the agent

SKILL.md

1,184 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Core method
Output contract
Behavior rules
Example invocation
🦆 Built by Mahmoud Omar

Files

SKILL.mdcore4,991 bytes
SKILL.mdcore4,991 bytes

Read SKILL.md


# Benchmark Analyst — Claude Skill

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) — ideally alongside the [benchmarks library](../../benchmarks/) as knowledge files — and "is this number good?" gets a disciplined answer instead of a vibe.

## Core method

Every "is X good?" question gets processed through four gates before any verdict:

1. **PANEL MATCH** — identify the user's context (platform, business model, market, company size) and compare only against benchmarks from a matching panel. A Shopify SMB is judged against Littledata medians, not enterprise averages; an opt-in trial against opt-in benchmarks, never opt-out.
2. **DENOMINATOR CHECK** — confirm what the metric is actually measured against (per recipient vs per clicker, per follower vs per impression, placed orders vs delivered orders). If the user's definition is unclear, ask ONCE.
3. **VINTAGE CHECK** — state the year of any benchmark used. Flag anything pre-2024 as dated, and anything AI-search-related older than 6 months as possibly stale.
4. **SOURCE OR SILENCE** — only cite benchmarks traceable to a named study with a sample. If no reliable benchmark exists for the question, say exactly that — never fill the gap with a folklore number.

## Output contract

View the complete source on GitHub

cod-operations-analyst

When your agent uses it

COD (cash-on-delivery) e-commerce operations skill. Use whenever a COD or MENA/emerging-market store shares order, confirmation, delivery, or RTO data — or asks why "sales" and cash don't match, whether to scale ads, or how to reduce failed deliveries. Extends funnel analysis past checkout: computes real revenue (Orders × Confirmation% × Delivery% × AOV), true CPA on delivered orders, RTO tax, and break-even delivery rate — then outputs stage-specific fixes and a scale/hold verdict.

What it loads into context

Frontmatter

150 tokens

Always available to the agent

SKILL.md

1,204 tokens

When the skill is activated

Reference documents

1,523 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Core method
Output contract
Behavior rules
Example invocation
🦆 Built by Mahmoud Omar

Files

../../frameworks/cod-profit-funnel.mddoc6,672 bytes
SKILL.mdcore5,154 bytes

Read SKILL.md


# COD Operations Analyst — Claude Skill

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and every conversation about a COD store automatically accounts for the two funnel stages Western analytics pretend don't exist: confirmation and delivery.

## Core method

The [COD Profit Funnel](../../frameworks/cod-profit-funnel.md) equation, applied to whatever data the user shares:

```
Real Revenue   = Orders × Confirmation% × Delivery% × AOV
Real CPA       = Ad Spend ÷ DELIVERED orders
Real ROAS      = Delivered revenue ÷ Ad Spend
RTO Tax        = Failed deliveries × (shipping out + return + repack + COD fee)
Break-even DR  = the delivery rate where a delivered order's margin exactly

View the complete source on GitHub

ab-testing

When your agent uses it

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.

What it loads into context

Frontmatter

180 tokens

Always available to the agent

SKILL.md

2,644 tokens

When the skill is activated

Reference documents

3,864 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Initial Assessment
Core Principles
Hypothesis Framework
Test Types
Sample Size
Metrics Selection
Designing Variants
Traffic Allocation
Implementation
Running the Test
Analyzing Results
Documentation
Growth Experimentation Program
Common Mistakes
Task-Specific Questions
Related Skills

Files

../LICENSE-marketingskills.txtdoc1,069 bytes
SKILL.mdcore11,514 bytes
references/sample-size-guide.mddoc7,453 bytes
references/test-templates.mddoc6,473 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).
License text: ../LICENSE-marketingskills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# A/B Test Setup

You are an expert in experimentation and A/B testing. Your goal is to help design tests that produce statistically valid, actionable results.

## Initial Assessment

View the complete source on GitHub

battlecards

When your agent uses it

Creates competitive battlecards for sales deal conversations. Produces win themes, landmines to plant, objection handlers, and competitive positioning per competitor. Outputs a structured markdown battlecard with quick-reference sections for live sales calls. Depends on competitor-research for competitive intelligence and consumes product-messaging, win-loss-analysis, and positioning for framing. Feeds into sales-deck, outreach-emails, and demo-script. Triggered by "battlecard", "competitive intel", "win against [competitor]", or "how do we beat [competitor]".

What it loads into context

Frontmatter

380 tokens

Always available to the agent

SKILL.md

2,137 tokens

When the skill is activated

Reference documents

4,649 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Claude Code triggers
Input requirements
Process at a glance
Battlecard structure (decision-grade)
Anti-hallucination guardrails
Gotchas
Integration with other skills
Reference files
MCP data integration
Changelog

Files

../LICENSE-genesys-skills.txtdoc1,075 bytes
SKILL.mdcore9,653 bytes
SKILL.mdcore9,653 bytes
references/auto-update.mddoc2,074 bytes
references/battlecard-template.mddoc5,407 bytes
references/process.mddoc11,667 bytes
references/quality.mddoc3,670 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).
License text: ../LICENSE-genesys-skills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Battlecards

Quick-reference competitive intelligence battlecards for live sales conversations. Designed to be scanned in 30 seconds during a call. Supports batch generation for multiple competitors with confidence-level sourcing on every claim.

The body of this file holds decision-grade context (when to invoke, inputs, structure, anti-hallucination guardrails, gotchas). Step-by-step process, output template, quality gates, and feedback loops live in `references/`.

View the complete source on GitHub

churn-prevention

When your agent uses it

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see emails. For in-app upgrade paywalls, see paywalls.

What it loads into context

Frontmatter

165 tokens

Always available to the agent

SKILL.md

4,303 tokens

When the skill is activated

Reference documents

5,315 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Before Starting
How This Skill Works
Cancel Flow Design
Churn Prediction & Proactive Retention
Involuntary Churn: Payment Recovery
Metrics & Measurement
Common Mistakes
Tool Integrations
Related Skills

Files

../LICENSE-marketingskills.txtdoc1,069 bytes
SKILL.mdcore18,878 bytes
references/cancel-flow-patterns.mddoc10,650 bytes
references/dunning-playbook.mddoc12,688 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).
License text: ../LICENSE-marketingskills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Churn Prevention

You are an expert in SaaS retention and churn prevention. Your goal is to help reduce both voluntary churn (customers choosing to cancel) and involuntary churn (failed payments) through well-designed cancel flows, dynamic save offers, proactive retention, and dunning strategies.

## Before Starting

View the complete source on GitHub

icp-research

When your agent uses it

Scrapes case studies, testimonials, and solutions pages from a target website to build structured ICP documentation. Produces TAM analysis, firmographic segments, champion and economic buyer personas, use case mapping, customer proof points, and voice-of-customer synthesis with normalized attributes. Requires website URL as primary input. Upstream: recommended company-context. Downstream: feeds positioning, product-messaging, landing-page-copy, content-strategy, and outreach-emails.

What it loads into context

Frontmatter

134 tokens

Always available to the agent

SKILL.md

3,843 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Report structure
Output dimensions
Sorting rules
Rich description requirements
Workflow
Input requirements
Anti-hallucination guardrails
Reference files
Quality checklist

Files

../LICENSE-genesys-skills.txtdoc1,075 bytes
SKILL.mdcore17,597 bytes
SKILL.mdcore17,597 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).
License text: ../LICENSE-genesys-skills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# ICP research skill

Generate ideal customer profiles for B2B SaaS clients through systematic research and structured output.

## Report structure

View the complete source on GitHub

launch-tier-framework

When your agent uses it

Classify product launches into defensible tiers and turn roadmap inputs into a season-of-launch plan that aligns Product, Campaigns, PR/AR, Sales, and customer-facing teams.

What it loads into context

Frontmatter

44 tokens

Always available to the agent

SKILL.md

3,451 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

When to use
Required inputs
Core principles
Tiering workflow
Tier definitions
Output format
Quality bar
Pressure tests
Anti-patterns

Files

../LICENSE-b2b-marketing-skills.txtdoc1,073 bytes
SKILL.mdcore16,383 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).
License text: ../LICENSE-b2b-marketing-skills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Launch Tier Framework

## When to use

Use this skill when you need to decide how big a launch should be, what GTM motions it deserves, and how multiple product moments should fit into a broader launch season.

View the complete source on GitHub

marketing-psychology

When your agent uses it

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context. For applying psychology to specific pages, see cro; for pricing tactics, see pricing; for copy framing, see copywriting.

What it loads into context

Frontmatter

152 tokens

Always available to the agent

SKILL.md

4,374 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

How to Use This Skill
Foundational Thinking Models
Understanding Buyers & Human Psychology
Influencing Behavior & Persuasion
Pricing Psychology
Design & Delivery Models
Growth & Scaling Models
Quick Reference
Task-Specific Questions
Related Skills

Files

../LICENSE-marketingskills.txtdoc1,069 bytes
SKILL.mdcore22,236 bytes
SKILL.mdcore22,236 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).
License text: ../LICENSE-marketingskills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Marketing Psychology & Mental Models

You are an expert in applying psychological principles and mental models to marketing. Your goal is to help users understand why people buy, how to influence behavior ethically, and how to make better marketing decisions.

## How to Use This Skill

View the complete source on GitHub

onboarding

When your agent uses it

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails.

What it loads into context

Frontmatter

148 tokens

Always available to the agent

SKILL.md

1,546 tokens

When the skill is activated

Reference documents

1,629 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Initial Assessment
Core Principles
Defining Activation
Onboarding Flow Design
Multi-Channel Onboarding
Handling Stalled Users
Measurement
Output Format
Common Patterns by Product Type
Experiment Ideas
Task-Specific Questions
Related Skills

Files

../LICENSE-marketingskills.txtdoc1,069 bytes
SKILL.mdcore6,943 bytes
references/experiments.mddoc7,796 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).
License text: ../LICENSE-marketingskills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Onboarding CRO

You are an expert in user onboarding and activation. Your goal is to help users reach their "aha moment" as quickly as possible and establish habits that lead to long-term retention.

## Initial Assessment

View the complete source on GitHub

positioning-messaging-framework

When your agent uses it

Create sharp B2B positioning and messaging from customer truth, segmentation choices, real alternatives, differentiated value, and proof.

What it loads into context

Frontmatter

33 tokens

Always available to the agent

SKILL.md

2,063 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

When to use
Required inputs
Core principles
Workflow
Output format
Quality bar
Pressure tests
Anti-patterns

Files

../LICENSE-b2b-marketing-skills.txtdoc1,073 bytes
SKILL.mdcore9,679 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).
License text: ../LICENSE-b2b-marketing-skills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Positioning Messaging Framework

## When to use

Use this skill when you need to turn product, customer, market, or voice-of-customer inputs into a usable B2B positioning and messaging framework.

View the complete source on GitHub

programmatic-seo

When your agent uses it

When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," "building many pages for SEO," "pSEO," "generate 100 pages," "data-driven pages," or "templated landing pages." Use this whenever someone wants to create many similar pages targeting different keywords or locations. For auditing existing SEO issues, see seo-audit. For content strategy planning, see content-strategy.

What it loads into context

Frontmatter

147 tokens

Always available to the agent

SKILL.md

1,723 tokens

When the skill is activated

Reference documents

2,012 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Initial Assessment
Core Principles
The 12 Playbooks (Overview)
Choosing Your Playbook
Implementation Framework
Quality Checks
Common Mistakes
Output Format
Task-Specific Questions
Related Skills

Files

../LICENSE-marketingskills.txtdoc1,069 bytes
SKILL.mdcore7,450 bytes
references/playbooks.mddoc8,304 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).
License text: ../LICENSE-marketingskills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Programmatic SEO

You are an expert in programmatic SEO—building SEO-optimized pages at scale using templates and data. Your goal is to create pages that rank, provide value, and avoid thin content penalties.

## Initial Assessment

View the complete source on GitHub

voice-of-customer-synthesis

When your agent uses it

Turn customer notes, call transcripts, sales feedback, and research into PMM-ready voice-of-customer inputs: pains, triggers, status quo, JTBD, exact language, objections, proof, and messaging implications.

What it loads into context

Frontmatter

55 tokens

Always available to the agent

SKILL.md

1,980 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

When to use
Inputs
Workflow
Output format
Quality bar
Anti-patterns
Related skills

Files

../LICENSE-b2b-marketing-skills.txtdoc1,073 bytes
SKILL.mdcore8,928 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).
License text: ../LICENSE-b2b-marketing-skills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Voice of Customer Synthesis

## When to use

Use this skill when you have raw customer input and need to turn it into useful product marketing judgment.

View the complete source on GitHub

win-loss-analysis

When your agent uses it

Win/loss analysis for B2B SaaS. Analyzes sales call transcripts across 6 dimensions (product, messaging, GTM/sales, pricing, competition, customer context) to extract why deals are won, lost, retained, or churned. Produces aggregate patterns with verbatim-quote evidence, frequency counts, confidence levels, and strategic recommendations. Includes process steps, output template, quality checklist, extraction patterns, and a worked 5-transcript example.

What it loads into context

Frontmatter

139 tokens

Always available to the agent

SKILL.md

2,253 tokens

When the skill is activated

Reference documents

10,706 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Claude Code triggers
Input requirements
Process
Core frameworks
Output
Anti-hallucination guardrails
Gotchas
Integration with other skills
Reference files
Data integration
Changelog

Files

../LICENSE-genesys-skills.txtdoc1,075 bytes
SKILL.mdcore10,186 bytes
references/auto-update.mddoc2,617 bytes
references/example-analysis.mddoc13,905 bytes
references/extraction-patterns.mddoc9,861 bytes
references/output-format.mddoc3,466 bytes
references/output-template.mddoc7,497 bytes
references/process.mddoc3,904 bytes
references/quality.mddoc3,141 bytes

Read SKILL.md


<!--
COMMUNITY SKILL — included under its original MIT license.
Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).
License text: ../LICENSE-genesys-skills.txt
Curated into Growth Marketing OS by Mahmoud Omar (mahmoudomar.com) — this file
is NOT original work by the repo author; see /skills/community/README.md.
-->


# Win/loss analysis

Analyze sales call transcripts to extract actionable insights on why deals are won, lost, retained, or churned. Cross-reference findings with ICP, firmographics, and competitive context to produce strategic recommendations.

**Knowledge type:** `win-loss-analysis`

View the complete source on GitHub

conversion-copywriter

When your agent uses it

Direct-response copywriting skill. Use whenever persuasive marketing copy is being written, rewritten, or audited — sales pages, landing pages, email sequences, ad copy, VSL scripts, hooks and headlines. Operates in five modes (write / rewrite / audit / hook / teach), selects the right framework (PAS, AIDA, PASTOR, BAB, 4Ps) for the job, demands the required inputs before drafting, and delivers copy with the strategic reasoning attached.

What it loads into context

Frontmatter

135 tokens

Always available to the agent

SKILL.md

1,319 tokens

When the skill is activated

Reference documents

997 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Operating modes
Core method
Copy principles (always enforced)
Output contract
Behavior rules
Example invocation
🦆 Built by Mahmoud Omar

Files

../arabic-copy-localizer/SKILL.mddoc4,298 bytes
SKILL.mdcore5,550 bytes
SKILL.mdcore5,550 bytes

Read SKILL.md


# Conversion Copywriter — Claude Skill

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and copy requests stop producing generic "marketing voice" — every deliverable comes framework-chosen, objection-aware, and explained.

## Operating modes

| Mode | Trigger | Output |
|---|---|---|
| **Write** | "write," "create," "draft" | Full copy deliverable |
| **Rewrite** | "improve," "rewrite," "fix" | Enhanced version + what changed and why |
| **Audit** | "review," "audit" | Copy diagnosis + specific fixes |
| **Hook** | "headline," "hook," "opening" | Multiple variations + the psychology of each |
| **Teach** | "explain," "how to" | Framework education with examples |

View the complete source on GitHub

experiment-coach

When your agent uses it

Experiment Coach — validates ideas before launch and runs growth experiments after it, from inside the chat. Use when someone wants to test an idea, product, feature, offer, price, message or channel before building or launching it; get real market feedback; plan customer interviews, a smoke-test landing page, a waitlist, a fake-door test or a pre-sale; set a pass/fail line from unit economics; size a sample or an A/B test; read out a test result; build a ranked experiment backlog; write an experiment log or a postmortem; or turn a GrowthLab / synthetic-persona simulation into a real-market test. For MENA and global markets, in Arabic and English. Triggers: validate my idea, pre-launch, smoke test, waitlist, fake door, pre-sale, experiment, A/B test, growth experiment, sample size, is this significant, hypothesis, backlog, postmortem, GrowthLab, اختبر فكرتي, قبل الإطلاق, أتأكد قبل ما أبني, تجربة, تجارب نمو, اختبار A/B, حجم العينة, قائمة انتظار, بيع مسبق, النتيجة دي معنوية؟

What it loads into context

Frontmatter

311 tokens

Always available to the agent

SKILL.md

2,827 tokens

When the skill is activated

Reference documents

16,873 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

How to call it
Step 0 — Intake (ask once, then work)
Core rules (apply to every command)
Output contract
Using the calculator
Companion skills (use when installed)
Source material in Growth Marketing OS

Scripts executed separately

install.sh
scripts/exp_calc.py

Files

../benchmark-analyst/SKILL.mddoc4,991 bytes
../community/ab-testing/SKILL.mddoc11,514 bytes
README.mddoc8,605 bytes
SKILL.mdcore11,504 bytes
SKILL.mdcore11,504 bytes
SKILL.mdcore11,504 bytes
install.shruns2,835 bytes
references/benchmarks-used.mddoc2,594 bytes
references/calculations.mddoc5,035 bytes
references/experiment-cards.mddoc9,119 bytes
references/experiment-log.mddoc5,650 bytes
references/interviews.mddoc4,136 bytes
references/mena-notes.mddoc2,681 bytes
references/readout.mddoc3,166 bytes
references/test-assets.mddoc3,867 bytes
references/validation-ladder.mddoc4,798 bytes
scripts/exp_calc.pyruns13,946 bytes
../funnel-decomposition/SKILL.mddoc3,497 bytes

Read SKILL.md


# Experiment Coach · مدرب التجارب

**By [Mahmoud Omar](https://mahmoudomar.com)** · A growth-experiment lead inside the chat. It takes someone from "I have an idea" to a decision the market made, and then into a steady habit of post-launch experiments. It asks for the right inputs, does the maths, writes the decision rule **before** the data, and tells the user plainly whether to continue, change one thing, or stop.

## How to call it

Users can type a command or just describe what they want in Arabic or English. Map the request to one or more commands. "I have an idea, help me check it before I build" is `validate`. "Here are my test numbers" is `readout`.

| Command | Arabic triggers | What it returns | Load |
|---|---|---|---|
| `validate` | اختبر فكرتي · أتأكد قبل ما أبني | Intake → desk check → riskiest assumption → the next ladder step in full, with its decision rule | [validation-ladder](references/validation-ladder.md) + the reference for the step it recommends + [calculations](references/calculations.md) if economics are given |
| `assumption` | إيه أخطر افتراض؟ | Assumption map, the one to test first, and why | [validation-ladder §0](references/validation-ladder.md) |
| `interview` | سكريبت مقابلات · أسأل العملاء إيه | Recruiting plan + interview script in the user's dialect | [interviews](references/interviews.md) |
| `synthesize` | لخّص المقابلات | Pattern grid, exact customer phrases, pass/fail vs the rule | [interviews §4](references/interviews.md) |

View the complete source on GitHub

funnel-decomposition-analyst

When your agent uses it

Senior performance analyst skill that answers "why did sales drop (or jump)?" using rigorous funnel decomposition. Use whenever store metrics, ad numbers, conversion data, or sales reports are shared and the user asks what happened, why something changed, or what to fix. Decomposes Revenue into Visitors x ATC% x Checkout% x Purchase% x AOV, quantifies each lever's contribution to the delta, and outputs decisions — not observations.

What it loads into context

Frontmatter

129 tokens

Always available to the agent

SKILL.md

828 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Core method
Output contract
Behavior rules
Example invocation
🦆 Built by Mahmoud Omar

Files

SKILL.mdcore3,497 bytes

Read SKILL.md


# Funnel Decomposition Analyst — Claude Skill

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns raw store/ads numbers into a quantified diagnosis.

## Core method

Revenue = Visitors × ATC% × Checkout% × Purchase% × AOV

When the user shares two periods of data:

1. Compute each lever for both periods.
2. Calculate each lever's **% contribution to the total delta** (log-decomposition or sequential substitution — state which).
3. Rank levers by contribution. The top contributor is the diagnosis; everything else is noise.
4. Never blame "the algorithm" or "seasonality" without evidence in the numbers.

View the complete source on GitHub

mena-ads

When your agent uses it

MENA Ads Command Center — a complete paid-ads operating system for the Arab world (Egypt, KSA, UAE, GCC, Levant, North Africa) and global accounts. Use for ANY paid advertising task on Meta (Facebook/Instagram), Google (Search, PMax, Shopping, YouTube), TikTok, Snapchat, LinkedIn, X, or Click-to-WhatsApp: account audits with a scored health check, media plans and budgets, campaign builds, scale/kill decisions, "why did my ROAS/CPA drop" diagnosis, creative strategy and Arabic ad copy in the right dialect, tracking (Pixel/CAPI/Enhanced Conversions), COD real-ROAS maths, Ramadan/White Friday planning, compliance, and client reports. Triggers: ads, ad account, campaign, ROAS, CPA, CPM, media buying, Meta ads, Google ads, TikTok ads, Snapchat ads, ad audit, ad creative, budget, scaling, اعلانات, إعلانات, حملة, حملات, ميديا باينج, ميتا, فيسبوك ادز, جوجل ادز, تيك توك, سناب شات, روآس, تكلفة الطلب, راجع حسابي, ميزانية الإعلانات.

What it loads into context

Frontmatter

331 tokens

Always available to the agent

SKILL.md

2,593 tokens

When the skill is activated

Reference documents

30,078 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

How to call it
Step 0 — Intake (ask once, then work)
Core rules (apply to every command)
Output contract
Using the calculator
Companion skills (use when installed)
Credits

Scripts executed separately

install.sh
scripts/ads_calc.py

Files

../arabic-copy-localizer/SKILL.mddoc4,298 bytes
../benchmark-analyst/SKILL.mddoc4,991 bytes
../cod-operations-analyst/SKILL.mddoc5,154 bytes
CREDITS.mddoc3,217 bytes
README.mddoc9,816 bytes
SKILL.mdcore10,691 bytes
SKILL.mdcore10,691 bytes
SKILL.mdcore10,691 bytes
SKILL.mdcore10,691 bytes
install.shruns2,731 bytes
licenses/LICENSE-claude-ads.txtdoc1,069 bytes
licenses/LICENSE-claude-marketing-rebecca-rae-barton.txtdoc1,075 bytes
licenses/LICENSE-gomarble-marketing-agent.txtdoc1,065 bytes
licenses/LICENSE-meta-ads-skills.txtdoc1,081 bytes
references/audit-checklist.mddoc6,018 bytes
references/budget-scaling.mddoc6,655 bytes
references/creative-system.mddoc10,438 bytes
references/data-connections.mddoc4,820 bytes
references/google.mddoc9,944 bytes
references/mena-market-playbook.mddoc13,604 bytes
references/meta.mddoc12,899 bytes
references/other-platforms.mddoc4,300 bytes
references/reporting.mddoc3,479 bytes
references/snapchat.mddoc4,985 bytes
references/tiktok.mddoc5,310 bytes
references/tracking-measurement.mddoc6,383 bytes
scripts/ads_calc.pyruns20,723 bytes
../performance-media-buyer/SKILL.mddoc6,066 bytes

Read SKILL.md


# MENA Ads Command Center · مركز قيادة الإعلانات

**By [Mahmoud Omar](https://mahmoudomar.com)** · One skill that runs paid ads like a senior media buyer who knows the Arab market: it asks for the right inputs, does the maths, scores the account, and returns decisions with the next actions, not commentary.

## How to call it

Users can type a command or just describe the problem in Arabic or English. Map the request to one or more commands (a "should I scale?" question on a COD store is `calc` + `optimize`):

| Command | Arabic triggers | What it returns | Load these references |
|---|---|---|---|
| `audit` | راجع حسابي · افحص الحملات | Scored health check (0-100, A-F) + top fixes | [audit-checklist](references/audit-checklist.md), the platform file(s), [tracking](references/tracking-measurement.md) |
| `plan` | خطة إعلانية · ميديا بلان · وزع الميزانية | Platform mix, budget split, funnel, KPI targets, 90-day roadmap | [budget-scaling](references/budget-scaling.md), [mena-market](references/mena-market-playbook.md), platform files |
| `build` | ابني حملة · اطلق حملة · هيكل الحملات | Campaign architecture, settings checklist, naming, launch QA | platform file, [tracking](references/tracking-measurement.md) |
| `optimize` | زود المبيعات · قلل التكلفة · أكبّر ولا أوقف؟ | Scale / hold / kill per campaign, budget moves | [budget-scaling](references/budget-scaling.md), platform file |

View the complete source on GitHub

performance-media-buyer

When your agent uses it

Full-stack paid media skill. Use whenever the work involves planning, building, optimizing, diagnosing, auditing, or reporting on paid campaigns across Meta, Google (Search/Shopping/PMax/Display/YouTube), TikTok, LinkedIn, Snapchat, or programmatic. Operates in six modes, selects platforms by objective, allocates budget by funnel stage and platform maturity, picks bid strategies deliberately, and outputs structured deliverables — media plans, campaign blueprints, prioritized optimization actions — not commentary.

What it loads into context

Frontmatter

142 tokens

Always available to the agent

SKILL.md

1,414 tokens

When the skill is activated

Reference documents

7,467 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Operating modes
Core method
Output contract
Behavior rules
Example invocation
🦆 Built by Mahmoud Omar

Files

../../benchmarks/paid-ads-benchmarks.mddoc9,188 bytes
../../prompts/paid-ads/ad-angle-matrix.mddoc5,626 bytes
../../prompts/paid-ads/retargeting-ladder-builder.mddoc5,992 bytes
../cod-operations-analyst/SKILL.mddoc5,154 bytes
../funnel-decomposition/SKILL.mddoc3,497 bytes
SKILL.mdcore6,066 bytes

Read SKILL.md


# Performance Media Buyer — Claude Skill

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and paid-media questions get handled like an account, not a conversation: mode chosen, inputs demanded, deliverable structured, actions ranked.

## Operating modes

| Mode | Trigger | Output |
|---|---|---|
| **Plan** | "media plan," "budget," "forecast" | Platform mix + budget allocation + projections |
| **Build** | "set up," "launch," "structure" | Campaign architecture, settings checklist, naming conventions |
| **Optimize** | "improve," "scale," "reduce CPA" | Prioritized action list: immediate / test / stop |
| **Diagnose** | "why did X drop," "not working" | Root-cause analysis + ranked fixes |
| **Audit** | "audit," "review account" | Health scorecard + waste identification |
| **Report** | "report," "results" | Structured performance readout with insights |

View the complete source on GitHub

Skills included

arabic-copy-localizer
benchmark-analyst
cod-operations-analyst
ab-testing
battlecards
churn-prevention
icp-research
launch-tier-framework
marketing-psychology
onboarding
positioning-messaging-framework
programmatic-seo
voice-of-customer-synthesis
win-loss-analysis
conversion-copywriter
experiment-coach
funnel-decomposition-analyst
mena-ads
performance-media-buyer

Repository facts

License: MIT
Created: Jul 2, 2026
Last pushed: Oct 10, 2026
Forks: 26
Open issues: 0
Project activity: Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 13 notes

skills/arabic-copy-localizer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/arabic-copy-localizer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/arabic-copy-localizer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/benchmark-analyst/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/community/battlecards/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/community/icp-research/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/community/marketing-psychology/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/conversion-copywriter/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/experiment-coach/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/experiment-coach/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/mena-ads/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/mena-ads/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
skills/mena-ads/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
16 dangerous shell commandsin 2 files: skills/experiment-coach/install.sh:34 skills/mena-ads/install.sh:34
529 network referencesin 35 files: skills/cod-operations-analyst/SKILL.md:9 skills/benchmark-analyst/SKILL.md:9 skills/funnel-decomposition/SKILL.md:8 and 32 more
No hidden or obfuscated text
No instruction overrides
8 executable scriptsin 4 files: skills/experiment-coach/install.sh:1 skills/experiment-coach/scripts/exp_calc.py:1 skills/mena-ads/install.sh:1 and 1 more
No access to secrets
No requests to vote in Hot

Show all 553 signals by file

`.claude-plugin/marketplace.json`

Network accessline 3

"owner": {     "name": "Mahmoud Omar",     "url": "https://mahmoudomar.com"

Network accessline 4

"name": "Mahmoud Omar",     "url": "https://mahmoudomar.com"   },

Network accessline 5
```
"url": "https://mahmoudomar.com"
```

`benchmarks/paid-ads-benchmarks.md`

Network accessline 2

title: "Paid Ads Benchmarks 2026 — Meta, Google & TikTok CTR, CPC, CPM, ROAS by Industry (Sourced)" author: "Mahmoud Omar" author_url: "https://mahmoudomar.com"

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author: "Mahmoud Omar" author_url: "https://mahmoudomar.com" category: "paid-ads"

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```
author_url: "https://mahmoudomar.com"
```

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**E-commerce (Triple Whale — ~35,000 e-com brands, full-year 2025 medians).** [Source](https://www.triplewhale.com/blog/facebook-ads-benchmarks)

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**Lead-gen / SMB (WordStream/LocaliQ 2025 — US campaigns, medians).** [Source](https://www.wordstream.com/blog/facebook-ads-benchmarks-2025)

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Meta e-com CPA by vertical (Triple Whale 2025): Fashion $36.76 · Beauty $37.92 · Food & Bev $38.15 · Health $38.55 · Home & Garden $46.46. ROAS ranges roughly 1.2x (media/publishing) to 2.5x (automotive) by vertical ([rule1 compilation of T

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**WordStream/LocaliQ 2026 report (13,474 US search campaigns, Apr 2025–Mar 2026, medians).** [Source](https://www.wordstream.com/blog/2026-google-ads-benchmarks)

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**Performance Max (Optmyzr, 24,702-campaign study, 2024-25).** [Source](https://www.optmyzr.com/blog/performance-max-2025-updates-study-analysis/)

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[Source](https://www.triplewhale.com/blog/tiktok-benchmarks). ⚠<U+FE0F> Vendor datasets disagree on TikTok (Lebesgue reports 0.61% avg CTR, ~$4.80 CPM — different objective mix); DTC medians from [Varos](https://varos.com/benchmarks/tiktok-cpc) pu

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| Stat | Value | Source | |---|---|---| | MENA digital ad spend 2025 | $8.19B, +17.8% YoY — fastest-growing region globally | [IAB MENA / Altman Solon study, 2026](https://www.altmansolon.com/hubfs/MENA-digital-ad-growth/Altman-Solon-2025-S

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|---|---|---| | MENA digital ad spend 2025 | $8.19B, +17.8% YoY — fastest-growing region globally | [IAB MENA / Altman Solon study, 2026](https://www.altmansolon.com/hubfs/MENA-digital-ad-growth/Altman-Solon-2025-State-of-Digital-Advertisin

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| MENA digital ad spend 2025 | $8.19B, +17.8% YoY — fastest-growing region globally | [IAB MENA / Altman Solon study, 2026](https://www.altmansolon.com/hubfs/MENA-digital-ad-growth/Altman-Solon-2025-State-of-Digital-Advertising-in-MENA-Stud

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| Egypt digital ad spend growth | +23.1% YoY — highest in MENA | same | | Channel growth 2025 | social +19.3%, social video +23.6%, CTV +31%, retail media up to +40.5% | same | | Meta CPM by market (e-com) | US $16.08 · Qatar $12.67 · KSA $

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| Meta CPM by market (e-com) | US $16.08 · Qatar $12.67 · KSA $12.01 · UAE $10.00 · Kuwait $8.07 · **Egypt $1.81** | [Lebesgue country CPM data, 2026](https://lebesgue.io/facebook-ads/facebook-cpm-by-country) ⚠<U+FE0F> methodology undisclosed — di

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- Hook rate (3-sec views ÷ impressions, Meta): <15% weak · 15-25% average · 25-35% strong · 40%+ elite ([Motion](https://motionapp.com/blog/key-creative-performance-metrics), 2025-26 — practitioner consensus, no disclosed sample)

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- Hold rate (ThruPlay ÷ 3-sec views): 40-50% average, >60% strong ([AdSights](https://www.adsights.ai/resources/glossary/metrics/hold-rate))

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

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| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 131

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 132

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

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| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`frameworks/cod-profit-funnel.md`

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title: "The COD Profit Funnel — Why Delivery Rate, Not ROAS, Decides E-commerce Profit in MENA" author: "Mahmoud Omar" author_url: "https://mahmoudomar.com"

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author: "Mahmoud Omar" author_url: "https://mahmoudomar.com" category: "growth"

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```
author_url: "https://mahmoudomar.com"
```

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 89

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 90

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 91

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 92

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 93

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 94

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 95

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`prompts/paid-ads/ad-angle-matrix.md`

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title: "Ad Angle Matrix Prompt — 12 Distinct Angles From One Product, Mapped to Awareness Levels" author: "Mahmoud Omar" author_url: "https://mahmoudomar.com"

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author: "Mahmoud Omar" author_url: "https://mahmoudomar.com" category: "paid-ads"

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```
author_url: "https://mahmoudomar.com"
```

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 81

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 82

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 83

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 84

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 85

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 86

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 87

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 89

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`prompts/paid-ads/retargeting-ladder-builder.md`

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title: "Retargeting Ladder Builder Prompt — Match the Message to How Warm They Actually Are" author: "Mahmoud Omar" author_url: "https://mahmoudomar.com"

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author: "Mahmoud Omar" author_url: "https://mahmoudomar.com" category: "paid-ads"

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```
author_url: "https://mahmoudomar.com"
```

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 84

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 85

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 86

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 87

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 88

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 89

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 90

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 91

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 93

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 95

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`skills/arabic-copy-localizer/SKILL.md`

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built. Rebuilds meaning per line instead of translating words; never   outputs فصحى for performance marketing contexts. author: "Mahmoud Omar — https://mahmoudomar.com"

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built. Rebuilds meaning per line instead of translating words; never   outputs فصحى for performance marketing contexts. author: "Mahmoud Omar — https://mahmoudomar.com"

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built. Rebuilds meaning per line instead of translating words; never   outputs فصحى for performance marketing contexts. author: "Mahmoud Omar — https://mahmoudomar.com"

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outputs فصحى for performance marketing contexts. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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outputs فصحى for performance marketing contexts. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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outputs فصحى for performance marketing contexts. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns English marketing copy into Arabic that sounds written, not translated.

Network accessline 17

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns English marketing copy into Arabic that sounds written, not translated.

Network accessline 17

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns English marketing copy into Arabic that sounds written, not translated.

Network accessline 62

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 62

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 62

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 63

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 63

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 63

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 64

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 64

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 64

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 65

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 65

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 65

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 66

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 66

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 66

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 67

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 67

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 67

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 68

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 68

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 68

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 69

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 69

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 69

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 70

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 70

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 70

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 72

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 72

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 72

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 74

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

Network accessline 74

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

Network accessline 74

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`skills/benchmark-analyst/SKILL.md`

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refuses folklore stats, and outputs a verdict: which metrics are actually   abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com"

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refuses folklore stats, and outputs a verdict: which metrics are actually   abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com"

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refuses folklore stats, and outputs a verdict: which metrics are actually   abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com"

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refuses folklore stats, and outputs a verdict: which metrics are actually   abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com"

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abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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abnormal and which are benchmark anxiety. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) — ideally alongside the [benchmarks library](../../benchmarks/) as knowledge files — and "is this number good?" gets a disciplined

Network accessline 17

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) — ideally alongside the [benchmarks library](../../benchmarks/) as knowledge files — and "is this number good?" gets a disciplined

Network accessline 17

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) — ideally alongside the [benchmarks library](../../benchmarks/) as knowledge files — and "is this number good?" gets a disciplined

Network accessline 17

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) — ideally alongside the [benchmarks library](../../benchmarks/) as knowledge files — and "is this number good?" gets a disciplined

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 58

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 58

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 58

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 58

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 69

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`skills/cod-operations-analyst/SKILL.md`

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on delivered orders, RTO tax, and break-even delivery rate — then outputs   stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com"

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on delivered orders, RTO tax, and break-even delivery rate — then outputs   stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com"

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on delivered orders, RTO tax, and break-even delivery rate — then outputs   stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com"

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on delivered orders, RTO tax, and break-even delivery rate — then outputs   stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com"

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stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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stage-specific fixes and a scale/hold verdict. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and every conversation about a COD store automatically accounts for the two funnel stages Western analytics pretend don't exist: confirmation and delivery.

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and every conversation about a COD store automatically accounts for the two funnel stages Western analytics pretend don't exist: confirmation and delivery.

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and every conversation about a COD store automatically accounts for the two funnel stages Western analytics pretend don't exist: confirmation and delivery.

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and every conversation about a COD store automatically accounts for the two funnel stages Western analytics pretend don't exist: confirmation and delivery.

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- **The honest P&L line:** dashboard revenue vs modeled/actual delivered revenue vs net after RTO tax — three numbers, side by side. - **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs th

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- **The honest P&L line:** dashboard revenue vs modeled/actual delivered revenue vs net after RTO tax — three numbers, side by side. - **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs th

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- **The honest P&L line:** dashboard revenue vs modeled/actual delivered revenue vs net after RTO tax — three numbers, side by side. - **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs th

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- **The honest P&L line:** dashboard revenue vs modeled/actual delivered revenue vs net after RTO tax — three numbers, side by side. - **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs th

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- **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs the store's break-even rate. Published context where useful: COD failure rates run 25-30% vs 2-8% prepaid, and rise steeply with delive

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- **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs the store's break-even rate. Published context where useful: COD failure rates run 25-30% vs 2-8% prepaid, and rise steeply with delive

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- **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs the store's break-even rate. Published context where useful: COD failure rates run 25-30% vs 2-8% prepaid, and rise steeply with delive

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- **Stage verdict:** which stage (confirmation / delivery / neither) is the constraint, with its rate vs the store's break-even rate. Published context where useful: COD failure rates run 25-30% vs 2-8% prepaid, and rise steeply with delive

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 66

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

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| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

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| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

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| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

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| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 68

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 68

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 68

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 69

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 69

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 69

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 69

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 70

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 70

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 70

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 70

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 71

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 73

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 73

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 73

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 75

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

Network accessline 75

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`skills/community/ab-testing/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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**Calculators:** - [Evan Miller's](https://www.evanmiller.org/ab-testing/sample-size.html)

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**Calculators:** - [Evan Miller's](https://www.evanmiller.org/ab-testing/sample-size.html)

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**Calculators:** - [Evan Miller's](https://www.evanmiller.org/ab-testing/sample-size.html)

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- [Evan Miller's](https://www.evanmiller.org/ab-testing/sample-size.html)

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- [Evan Miller's](https://www.evanmiller.org/ab-testing/sample-size.html)

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- [Evan Miller's](https://www.evanmiller.org/ab-testing/sample-size.html)

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- [Optimizely's](https://www.optimizely.com/sample-size-calculator/)

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- [Optimizely's](https://www.optimizely.com/sample-size-calculator/)

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- [Optimizely's](https://www.optimizely.com/sample-size-calculator/)

`skills/community/ab-testing/references/sample-size-guide.md`

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**Evan Miller's Calculator** https://www.evanmiller.org/ab-testing/sample-size.html

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**Evan Miller's Calculator** https://www.evanmiller.org/ab-testing/sample-size.html

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https://www.evanmiller.org/ab-testing/sample-size.html

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https://www.evanmiller.org/ab-testing/sample-size.html

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**Optimizely's Calculator** https://www.optimizely.com/sample-size-calculator/

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**Optimizely's Calculator** https://www.optimizely.com/sample-size-calculator/

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https://www.optimizely.com/sample-size-calculator/

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https://www.optimizely.com/sample-size-calculator/

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**AB Test Guide Calculator** https://www.abtestguide.com/calc/

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**AB Test Guide Calculator** https://www.abtestguide.com/calc/

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```
https://www.abtestguide.com/calc/
```
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```
https://www.abtestguide.com/calc/
```

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**VWO Duration Calculator** https://vwo.com/tools/ab-test-duration-calculator/

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**VWO Duration Calculator** https://vwo.com/tools/ab-test-duration-calculator/

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https://vwo.com/tools/ab-test-duration-calculator/

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https://vwo.com/tools/ab-test-duration-calculator/

`skills/community/battlecards/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT). License text: ../LICENSE-genesys-skills.txt

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Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).

`skills/community/churn-prevention/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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**How to run cancel flow experiments:** Use the **ab-testing** skill to design statistically rigorous tests. PostHog is a good fit for cancel flow experiments — its feature flags can split users into different flows server-side, and its fun

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For implementation, see the [tools registry](https://github.com/coreyhaines31/marketingskills/blob/main/tools/REGISTRY.md).

`skills/community/icp-research/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT). License text: ../LICENSE-genesys-skills.txt

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Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).

`skills/community/launch-tier-framework/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT). License text: ../LICENSE-b2b-marketing-skills.txt

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Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).

`skills/community/marketing-psychology/SKILL.md`

Network accessline 8

<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

`skills/community/onboarding/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

`skills/community/positioning-messaging-framework/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT). License text: ../LICENSE-b2b-marketing-skills.txt

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Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).

`skills/community/programmatic-seo/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT). License text: ../LICENSE-marketingskills.txt

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Source: https://github.com/coreyhaines31/marketingskills by Corey Haines (MIT).

`skills/community/voice-of-customer-synthesis/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT). License text: ../LICENSE-b2b-marketing-skills.txt

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Source: https://github.com/adam-lagerhausen/b2b-marketing-skills by Adam Lagerhausen (MIT).

`skills/community/win-loss/SKILL.md`

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<!-- COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).

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COMMUNITY SKILL — included under its original MIT license. Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT). License text: ../LICENSE-genesys-skills.txt

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Source: https://github.com/matteotitta/genesys-skills by Matteo Titta (MIT).

`skills/conversion-copywriter/SKILL.md`

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(PAS, AIDA, PASTOR, BAB, 4Ps) for the job, demands the required inputs   before drafting, and delivers copy with the strategic reasoning attached. author: "Mahmoud Omar — https://mahmoudomar.com"

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before drafting, and delivers copy with the strategic reasoning attached. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

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author: "Mahmoud Omar — https://mahmoudomar.com"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and copy requests stop producing generic "marketing voice" — every deliverable comes framework-chosen, objection-aware, and explain

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| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 80

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 81

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

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| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 83

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 84

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

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| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`skills/experiment-coach/README.md`

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**By [Mahmoud Omar](https://mahmoudomar.com)** · part of [Growth Marketing OS](../../README.md) · MIT

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**By [Mahmoud Omar](https://mahmoudomar.com)** · part of [Growth Marketing OS](../../README.md) · MIT

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git clone https://github.com/growthack88/growth-marketing-os.git

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git clone https://github.com/growthack88/growth-marketing-os.git

`skills/experiment-coach/SKILL.md`

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license: MIT metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"

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license: MIT metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"

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metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"   version: "1.0.0"

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metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"   version: "1.0.0"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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version: "1.0.0"   repo: "https://github.com/growthack88/growth-marketing-os" ---

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version: "1.0.0"   repo: "https://github.com/growthack88/growth-marketing-os" ---

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repo: "https://github.com/growthack88/growth-marketing-os"

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repo: "https://github.com/growthack88/growth-marketing-os"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · A growth-experiment lead inside the chat. It takes someone from "I have an idea" to a decision the market made, and then into a steady habit of post-launch experiments. It asks for the right

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**By [Mahmoud Omar](https://mahmoudomar.com)** · A growth-experiment lead inside the chat. It takes someone from "I have an idea" to a decision the market made, and then into a steady habit of post-launch experiments. It asks for the right

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The full [Pre-Launch Validation Playbook](https://github.com/growthack88/growth-marketing-os/blob/main/playbooks/pre-launch-validation-playbook.md), the [Experiment Log template](https://github.com/growthack88/growth-marketing-os/blob/main/

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The full [Pre-Launch Validation Playbook](https://github.com/growthack88/growth-marketing-os/blob/main/playbooks/pre-launch-validation-playbook.md), the [Experiment Log template](https://github.com/growthack88/growth-marketing-os/blob/main/

`skills/experiment-coach/install.sh`

Executable scriptline 1
```
#!/usr/bin/env bash
```
Executable scriptline 1
```
#!/usr/bin/env bash
```

Dangerous shell operationline 34

rm -f "$tmp/experiment-coach/install.sh"

Dangerous shell operationline 34

rm -f "$tmp/experiment-coach/install.sh"

Dangerous shell operationline 45
```
rm -f "$out"
```
Dangerous shell operationline 45
```
rm -f "$out"
```
Dangerous shell operationline 47
```
rm -rf "$tmp"
```
Dangerous shell operationline 47
```
rm -rf "$tmp"
```
Dangerous shell operationline 57
```
rm -rf "${target:?}/$name"
```
Dangerous shell operationline 57
```
rm -rf "${target:?}/$name"
```

`skills/experiment-coach/references/benchmarks-used.md`

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These are the **only** reference numbers the skill should quote. Each one is copied from the sourced files in Growth Marketing OS [`benchmarks/`](https://github.com/growthack88/growth-marketing-os/tree/main/benchmarks), with its source, yea

Network accessline 3

These are the **only** reference numbers the skill should quote. Each one is copied from the sourced files in Growth Marketing OS [`benchmarks/`](https://github.com/growthack88/growth-marketing-os/tree/main/benchmarks), with its source, yea

Network accessline 5

| What | Number | Source | Caveat | |---|---|---|---| | Median landing-page conversion, all industries | 6.6% | Unbounce, Q4 2024 data (41k pages, 464M visits) — https://unbounce.com/average-conversion-rates-landing-pages/ | Campaign/lead c

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| What | Number | Source | Caveat | |---|---|---|---| | Median landing-page conversion, all industries | 6.6% | Unbounce, Q4 2024 data (41k pages, 464M visits) — https://unbounce.com/average-conversion-rates-landing-pages/ | Campaign/lead c

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|---|---|---|---| | Median landing-page conversion, all industries | 6.6% | Unbounce, Q4 2024 data (41k pages, 464M visits) — https://unbounce.com/average-conversion-rates-landing-pages/ | Campaign/lead conversions; not comparable to site-w

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|---|---|---|---| | Median landing-page conversion, all industries | 6.6% | Unbounce, Q4 2024 data (41k pages, 464M visits) — https://unbounce.com/average-conversion-rates-landing-pages/ | Campaign/lead conversions; not comparable to site-w

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| Median landing-page conversion, all industries | 6.6% | Unbounce, Q4 2024 data (41k pages, 464M visits) — https://unbounce.com/average-conversion-rates-landing-pages/ | Campaign/lead conversions; not comparable to site-wide purchase rate.

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| Median landing-page conversion, all industries | 6.6% | Unbounce, Q4 2024 data (41k pages, 464M visits) — https://unbounce.com/average-conversion-rates-landing-pages/ | Campaign/lead conversions; not comparable to site-wide purchase rate.

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| Median e-commerce landing-page conversion | 4.2% | Unbounce Conversion Benchmark Report — https://unbounce.com/conversion-benchmark-report/ | Same definition caveat as above. |

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| Median e-commerce landing-page conversion | 4.2% | Unbounce Conversion Benchmark Report — https://unbounce.com/conversion-benchmark-report/ | Same definition caveat as above. |

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| Meta traffic-campaign CPC (US SMB medians) | $0.70 | WordStream/LocaliQ 2025 — https://www.wordstream.com/blog/facebook-ads-benchmarks-2025 | US data. Never use it as a MENA CPC; measure your own. |

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| Meta traffic-campaign CPC (US SMB medians) | $0.70 | WordStream/LocaliQ 2025 — https://www.wordstream.com/blog/facebook-ads-benchmarks-2025 | US data. Never use it as a MENA CPC; measure your own. |

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| Meta lead-form conversion (US SMB medians) | 7.72% | WordStream/LocaliQ 2025 (same link) | Lead forms on-platform, not landing pages. | | Meta e-com CPM by market | US $16.08 · Qatar $12.67 · KSA $12.01 · UAE $10.00 · Kuwait $8.07 · Egypt

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| Meta lead-form conversion (US SMB medians) | 7.72% | WordStream/LocaliQ 2025 (same link) | Lead forms on-platform, not landing pages. | | Meta e-com CPM by market | US $16.08 · Qatar $12.67 · KSA $12.01 · UAE $10.00 · Kuwait $8.07 · Egypt

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| Meta e-com CPM by market | US $16.08 · Qatar $12.67 · KSA $12.01 · UAE $10.00 · Kuwait $8.07 · Egypt $1.81 | Lebesgue country CPM data, 2026 — https://lebesgue.io/facebook-ads/facebook-cpm-by-country | Methodology undisclosed: directional

Network accessline 11

| Meta e-com CPM by market | US $16.08 · Qatar $12.67 · KSA $12.01 · UAE $10.00 · Kuwait $8.07 · Egypt $1.81 | Lebesgue country CPM data, 2026 — https://lebesgue.io/facebook-ads/facebook-cpm-by-country | Methodology undisclosed: directional

Network accessline 12

| MENA CPC benchmarks | none reliable | Growth Marketing OS paid-ads benchmarks note | "Anyone quoting exact MENA CPCs is quoting their own account." Measure with a pilot. | | B2B SaaS free → paid by model | opt-in trial 4–6% good / 10–15%

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| MENA CPC benchmarks | none reliable | Growth Marketing OS paid-ads benchmarks note | "Anyone quoting exact MENA CPCs is quoting their own account." Measure with a pilot. | | B2B SaaS free → paid by model | opt-in trial 4–6% good / 10–15%

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| B2B SaaS free → paid by model | opt-in trial 4–6% good / 10–15% great · card-required trial 25–35% good / 50–60% great · freemium 3–5% good / 8–12% great | Growth Unhinged Free-to-Paid Conversion Report, Jan 2026 — https://www.growthunhin

Network accessline 13

| B2B SaaS free → paid by model | opt-in trial 4–6% good / 10–15% great · card-required trial 25–35% good / 50–60% great · freemium 3–5% good / 8–12% great | Growth Unhinged Free-to-Paid Conversion Report, Jan 2026 — https://www.growthunhin

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| Consumer subscription apps download → paid (median) | hard paywall 12.1% · freemium 2.2% | RevenueCat State of Subscription Apps 2025 — https://www.revenuecat.com/state-of-subscription-apps/ | Apps only; real transaction data. |

Network accessline 14

| Consumer subscription apps download → paid (median) | hard paywall 12.1% · freemium 2.2% | RevenueCat State of Subscription Apps 2025 — https://www.revenuecat.com/state-of-subscription-apps/ | Apps only; real transaction data. |

`skills/experiment-coach/references/experiment-log.md`

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This matches the repo's [Experiment Log template](https://github.com/growthack88/growth-marketing-os/blob/main/templates/EXPERIMENT_LOG_TEMPLATE.md). Fill in **Before** before the test runs; never edit it afterwards. Fill in **After** at th

Network accessline 5

This matches the repo's [Experiment Log template](https://github.com/growthack88/growth-marketing-os/blob/main/templates/EXPERIMENT_LOG_TEMPLATE.md). Fill in **Before** before the test runs; never edit it afterwards. Fill in **After** at th

`skills/experiment-coach/references/validation-ladder.md`

Network accessline 3

The full version with Arabic text is in the [Pre-Launch Validation Playbook](https://github.com/growthack88/growth-marketing-os/blob/main/playbooks/pre-launch-validation-playbook.md). Each step asks for more commitment than the one before a

Network accessline 3

The full version with Arabic text is in the [Pre-Launch Validation Playbook](https://github.com/growthack88/growth-marketing-os/blob/main/playbooks/pre-launch-validation-playbook.md). Each step asks for more commitment than the one before a

`skills/experiment-coach/scripts/exp_calc.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Executable scriptline 1
```
#!/usr/bin/env python3
```

`skills/funnel-decomposition/SKILL.md`

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Visitors x ATC% x Checkout% x Purchase% x AOV, quantifies each lever's   contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 8

Visitors x ATC% x Checkout% x Purchase% x AOV, quantifies each lever's   contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 8

Visitors x ATC% x Checkout% x Purchase% x AOV, quantifies each lever's   contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 8

Visitors x ATC% x Checkout% x Purchase% x AOV, quantifies each lever's   contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 9

contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 9

contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 9

contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 9

contribution to the delta, and outputs decisions — not observations. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 10

author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 10

author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 10

author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns raw store/ads numbers into a quantified diagnosis.

Network accessline 16

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns raw store/ads numbers into a quantified diagnosis.

Network accessline 16

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns raw store/ads numbers into a quantified diagnosis.

Network accessline 16

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude (Projects, Skills, or system prompt) and it turns raw store/ads numbers into a quantified diagnosis.

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 57

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

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|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 58

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 59

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 60

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 61

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 62

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 63

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 64

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

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| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 65

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 67

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 69

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

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> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

`skills/mena-ads/CREDITS.md`

Network accessline 3

The MENA Ads Command Center is original work by [Mahmoud Omar](https://mahmoudomar.com), released under the MIT license as part of [Growth Marketing OS](https://github.com/growthack88/growth-marketing-os).

Network accessline 3

The MENA Ads Command Center is original work by [Mahmoud Omar](https://mahmoudomar.com), released under the MIT license as part of [Growth Marketing OS](https://github.com/growthack88/growth-marketing-os).

Network accessline 7

| Project | Author | License | What we adapted | |---|---|---|---| | [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) | agricidaniel | MIT ([notice](licenses/LICENSE-claude-ads.txt)) | Weighted audit scoring (severity ×

Network accessline 7

| Project | Author | License | What we adapted | |---|---|---|---| | [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) | agricidaniel | MIT ([notice](licenses/LICENSE-claude-ads.txt)) | Weighted audit scoring (severity ×

Network accessline 8

|---|---|---|---| | [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) | agricidaniel | MIT ([notice](licenses/LICENSE-claude-ads.txt)) | Weighted audit scoring (severity × category weights, A-F grades, coverage rule), mu

Network accessline 8

|---|---|---|---| | [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) | agricidaniel | MIT ([notice](licenses/LICENSE-claude-ads.txt)) | Weighted audit scoring (severity × category weights, A-F grades, coverage rule), mu

Network accessline 9

| [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) | agricidaniel | MIT ([notice](licenses/LICENSE-claude-ads.txt)) | Weighted audit scoring (severity × category weights, A-F grades, coverage rule), multi-platform check

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| [AgriciDaniel/claude-ads](https://github.com/AgriciDaniel/claude-ads) | agricidaniel | MIT ([notice](licenses/LICENSE-claude-ads.txt)) | Weighted audit scoring (severity × category weights, A-F grades, coverage rule), multi-platform check

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| [gomarble-ai/marketing-agent](https://github.com/gomarble-ai/marketing-agent) | GoMarble | MIT ([notice](licenses/LICENSE-gomarble-marketing-agent.txt)) | Google search-term classes (Q1-Q5), impression-share pressure matrix, PMax and Shop

Network accessline 10

| [gomarble-ai/marketing-agent](https://github.com/gomarble-ai/marketing-agent) | GoMarble | MIT ([notice](licenses/LICENSE-gomarble-marketing-agent.txt)) | Google search-term classes (Q1-Q5), impression-share pressure matrix, PMax and Shop

Network accessline 11

| [thatrebeccarae/claude-marketing](https://github.com/thatrebeccarae/claude-marketing) (mirrored at [wearehyperai/claude-paid-media-marketing](https://github.com/wearehyperai/claude-paid-media-marketing)) | Rebecca Rae Barton | MIT ([notic

Network accessline 11

| [thatrebeccarae/claude-marketing](https://github.com/thatrebeccarae/claude-marketing) (mirrored at [wearehyperai/claude-paid-media-marketing](https://github.com/wearehyperai/claude-paid-media-marketing)) | Rebecca Rae Barton | MIT ([notic

Network accessline 12

| [mardab96/meta-ads-skills](https://github.com/mardab96/meta-ads-skills) | Marek Dabrowski / AdLume | MIT ([notice](licenses/LICENSE-meta-ads-skills.txt)) | Meta diagnostic ladder, volume gates and "not enough data" verdicts, fatigue statu

Network accessline 12

| [mardab96/meta-ads-skills](https://github.com/mardab96/meta-ads-skills) | Marek Dabrowski / AdLume | MIT ([notice](licenses/LICENSE-meta-ads-skills.txt)) | Meta diagnostic ladder, volume gates and "not enough data" verdicts, fatigue statu

Network accessline 13

| [borghei/Claude-Skills](https://github.com/borghei/Claude-Skills) | Amin Borghei | MIT + Commons Clause | **Reviewed only. No text or code copied.** The Commons Clause restricts commercial use, and this skill is meant for commercial clien

Network accessline 13

| [borghei/Claude-Skills](https://github.com/borghei/Claude-Skills) | Amin Borghei | MIT + Commons Clause | **Reviewed only. No text or code copied.** The Commons Clause restricts commercial use, and this skill is meant for commercial clien

Network accessline 17

Benchmarks cited in the skill come from their named original publishers (WordStream/LocaliQ, Triple Whale, Optmyzr, IAB MENA, and others) via this repo's [paid-ads benchmarks](https://github.com/growthack88/growth-marketing-os/blob/main/ben

Network accessline 17

Benchmarks cited in the skill come from their named original publishers (WordStream/LocaliQ, Triple Whale, Optmyzr, IAB MENA, and others) via this repo's [paid-ads benchmarks](https://github.com/growthack88/growth-marketing-os/blob/main/ben

`skills/mena-ads/README.md`

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**By [Mahmoud Omar](https://mahmoudomar.com)** · part of [Growth Marketing OS](../../README.md) · MIT

Network accessline 5

**By [Mahmoud Omar](https://mahmoudomar.com)** · part of [Growth Marketing OS](../../README.md) · MIT

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git clone https://github.com/growthack88/growth-marketing-os.git

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git clone https://github.com/growthack88/growth-marketing-os.git

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Maintained by [Mahmoud Omar](https://mahmoudomar.com) · [Growth Hack Academy on YouTube](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) · ⭐ [Star the repo](https://github.com/growthack88/growth-marketing-os)

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Maintained by [Mahmoud Omar](https://mahmoudomar.com) · [Growth Hack Academy on YouTube](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) · ⭐ [Star the repo](https://github.com/growthack88/growth-marketing-os)

`skills/mena-ads/SKILL.md`

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license: MIT metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"

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license: MIT metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"

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metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"   version: "1.0.0"

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metadata:   author: "Mahmoud Omar — https://mahmoudomar.com"   version: "1.0.0"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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author: "Mahmoud Omar — https://mahmoudomar.com"

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version: "1.0.0"   repo: "https://github.com/growthack88/growth-marketing-os" ---

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version: "1.0.0"   repo: "https://github.com/growthack88/growth-marketing-os" ---

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repo: "https://github.com/growthack88/growth-marketing-os"

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repo: "https://github.com/growthack88/growth-marketing-os"

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**By [Mahmoud Omar](https://mahmoudomar.com)** · One skill that runs paid ads like a senior media buyer who knows the Arab market: it asks for the right inputs, does the maths, scores the account, and returns decisions with the next actions

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**By [Mahmoud Omar](https://mahmoudomar.com)** · One skill that runs paid ads like a senior media buyer who knows the Arab market: it asks for the right inputs, does the maths, scores the account, and returns decisions with the next actions

`skills/mena-ads/install.sh`

Executable scriptline 1
```
#!/usr/bin/env bash
```
Executable scriptline 1
```
#!/usr/bin/env bash
```
Dangerous shell operationline 34
```
rm -f "$tmp/mena-ads/install.sh"
```
Dangerous shell operationline 34
```
rm -f "$tmp/mena-ads/install.sh"
```
Dangerous shell operationline 45
```
rm -f "$out"
```
Dangerous shell operationline 45
```
rm -f "$out"
```
Dangerous shell operationline 47
```
rm -rf "$tmp"
```
Dangerous shell operationline 47
```
rm -rf "$tmp"
```
Dangerous shell operationline 56
```
rm -rf "${target:?}/$s"
```
Dangerous shell operationline 56
```
rm -rf "${target:?}/$s"
```

`skills/mena-ads/references/audit-checklist.md`

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The `audit` command. It produces a health score you can track month over month, a list of findings ranked by money at stake, and a 30-day fix plan. Scoring method adapted from [claude-ads](https://github.com/AgriciDaniel/claude-ads) (MIT);

Network accessline 3

The `audit` command. It produces a health score you can track month over month, a list of findings ranked by money at stake, and a 30-day fix plan. Scoring method adapted from [claude-ads](https://github.com/AgriciDaniel/claude-ads) (MIT);

`skills/mena-ads/references/creative-system.md`

Network accessline 26

Full 12-angle prompt: [Ad Angle Matrix](https://github.com/growthack88/growth-marketing-os/blob/main/prompts/paid-ads/ad-angle-matrix.md).

Network accessline 26

Full 12-angle prompt: [Ad Angle Matrix](https://github.com/growthack88/growth-marketing-os/blob/main/prompts/paid-ads/ad-angle-matrix.md).

Network accessline 78

**Production spec per monthly batch (mid-size account):** ~12 new creatives per platform family: 6 video + 6 static/carousel, across ≥ 4 angles, in 9:16 + 4:5 (+ 1:1 for some placements). Detailed UGC brief prompt: [UGC Brief Generator](htt

Network accessline 78

**Production spec per monthly batch (mid-size account):** ~12 new creatives per platform family: 6 video + 6 static/carousel, across ≥ 4 angles, in 9:16 + 4:5 (+ 1:1 for some placements). Detailed UGC brief prompt: [UGC Brief Generator](htt

Network accessline 116

Synthesis: rank angles as (a) used by several competitors **and** working for you → double down, (b) competitor-proven, untested by you → test next, (c) only you → potential whitespace, (d) nobody → low priority. Output the top 5-7 test ide

Network accessline 116

Synthesis: rank angles as (a) used by several competitors **and** working for you → double down, (b) competitor-proven, untested by you → test next, (c) only you → potential whitespace, (d) nobody → low priority. Output the top 5-7 test ide

`skills/mena-ads/references/data-connections.md`

Network accessline 29

| **TikTok / Microsoft / Amazon** | Official or beta MCP servers announced by the platforms; check their developer docs | | **GA4** | Google's Analytics MCP server (read-only reporting) | | **Shopify** | Shopify's MCP / Admin API connectors

Network accessline 29

| **TikTok / Microsoft / Amazon** | Official or beta MCP servers announced by the platforms; check their developer docs | | **GA4** | Google's Analytics MCP server (read-only reporting) | | **Shopify** | Shopify's MCP / Admin API connectors

Network accessline 31

| **Shopify** | Shopify's MCP / Admin API connectors (see this repo's [Shopify MCP recipes](https://github.com/growthack88/growth-marketing-os/blob/main/mcps/shopify-mcp-growth-audits.md)) |

Network accessline 31

| **Shopify** | Shopify's MCP / Admin API connectors (see this repo's [Shopify MCP recipes](https://github.com/growthack88/growth-marketing-os/blob/main/mcps/shopify-mcp-growth-audits.md)) |

`skills/mena-ads/references/mena-market-playbook.md`

Network accessline 19

- **Never run one "MENA" campaign.** Split at least by country (often by country × language). CPMs, AOVs, delivery rates, and creative register differ by an order of magnitude between Egypt and Qatar; a blended campaign spends where it's ch

Network accessline 19

- **Never run one "MENA" campaign.** Split at least by country (often by country × language). CPMs, AOVs, delivery rates, and creative register differ by an order of magnitude between Egypt and Qatar; a blended campaign spends where it's ch

Network accessline 21

- **Egypt's cheap reach is a testing lab.** With Egyptian CPMs a fraction of GCC CPMs (see the [paid-ads benchmarks](https://github.com/growthack88/growth-marketing-os/blob/main/benchmarks/paid-ads-benchmarks.md) MENA table), test hooks and

Network accessline 21

- **Egypt's cheap reach is a testing lab.** With Egyptian CPMs a fraction of GCC CPMs (see the [paid-ads benchmarks](https://github.com/growthack88/growth-marketing-os/blob/main/benchmarks/paid-ads-benchmarks.md) MENA table), test hooks and

Network accessline 75

- **COD changes the conversion event.** A placed COD order is a promise, not revenue. Measure the full chain: Orders → Confirmed → Delivered (paid). Use the [COD Profit Funnel](https://github.com/growthack88/growth-marketing-os/blob/main/fr

Network accessline 75

- **COD changes the conversion event.** A placed COD order is a promise, not revenue. Measure the full chain: Orders → Confirmed → Delivered (paid). Use the [COD Profit Funnel](https://github.com/growthack88/growth-marketing-os/blob/main/fr

`skills/mena-ads/scripts/ads_calc.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Executable scriptline 1
```
#!/usr/bin/env python3
```

`skills/performance-media-buyer/SKILL.md`

Network accessline 10

deliverables — media plans, campaign blueprints, prioritized optimization   actions — not commentary. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 10

deliverables — media plans, campaign blueprints, prioritized optimization   actions — not commentary. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 10

deliverables — media plans, campaign blueprints, prioritized optimization   actions — not commentary. author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 11

actions — not commentary. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 11

actions — not commentary. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 11

actions — not commentary. author: "Mahmoud Omar — https://mahmoudomar.com" license: MIT

Network accessline 12

author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 12

author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 12

author: "Mahmoud Omar — https://mahmoudomar.com"

Network accessline 18

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and paid-media questions get handled like an account, not a conversation: mode chosen, inputs demanded, deliverable structured, actions ranked.

Network accessline 18

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and paid-media questions get handled like an account, not a conversation: mode chosen, inputs demanded, deliverable structured, actions ranked.

Network accessline 18

**By [Mahmoud Omar](https://mahmoudomar.com)** · Install this in Claude and paid-media questions get handled like an account, not a conversation: mode chosen, inputs demanded, deliverable structured, actions ranked.

Network accessline 68

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 68

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 68

| Asset | Link | |---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 69

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 69

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 69

|---|---| | 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) | | 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 70

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 70

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 70

| 🌍 Personal Site | [mahmoudomar.com](https://mahmoudomar.com) |

Network accessline 71

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 71

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 71

| 📕 GrowthOS Guide · Building Growth Machine | [buildinggrowthmachine.com](https://buildinggrowthmachine.com) |

Network accessline 72

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 72

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 72

| 🛠<U+FE0F> Growth Duck Up — 17-tool growth SaaS for growth teams | [growthduckup.com](https://growthduckup.com) |

Network accessline 73

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 73

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 73

| 🎓 Growth Hack Academy | [growthhackacademy.com](https://growthhackacademy.com) |

Network accessline 74

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 74

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 74

| 🚀 StartupKit Pro — Startup OS for MENA founders | [startupkit.pro](https://startupkit.pro) |

Network accessline 75

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 75

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 75

| 🍅 DuckDoro — calm productivity app | [duckdoro.com](https://duckdoro.com) |

Network accessline 76

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 76

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 76

| 🎥 YouTube (40K+ marketers) | [Subscribe → Growth Hack Academy](https://www.youtube.com/@GrowthHackAcademy?sub_confirmation=1) |

Network accessline 78

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 78

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 78

⭐ **Saved you time? [Star the repo](https://github.com/growthack88/growth-marketing-os)** — it helps more marketers find these assets.

Network accessline 80

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

Network accessline 80

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

Network accessline 80

> All assets are original work by [Mahmoud Omar](https://mahmoudomar.com), battle-tested on real accounts. Free to use with attribution. Not AI-generated filler.

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 500 facts

Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:2Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:3Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:4Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:32Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:42Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:53Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:57Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:68Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:85Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:89Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:90Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:91Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:92Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:94Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:100Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:101Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:125Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:126Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:127Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:128Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:129Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:130Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:131Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:132Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:133Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:135Low confidence
Network access in prose of documentationbenchmarks/paid-ads-benchmarks.md:137Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:2Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:3Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:4Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:87Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:88Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:89Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:90Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:91Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:92Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:93Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:94Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:95Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:97Low confidence
Network access in prose of documentationframeworks/cod-profit-funnel.md:99Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:2Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:3Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:4Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:79Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:80Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:81Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:82Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:83Low confidence
Network access in prose of documentationprompts/paid-ads/ad-angle-matrix.md:84Low confidence

and 450 more

Only the first 500 facts are listed.

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Native	Manifest .claude-plugin/marketplace.json	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md skills/arabic-copy-localizer/SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md skills/arabic-copy-localizer/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md skills/arabic-copy-localizer/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md skills/arabic-copy-localizer/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md skills/arabic-copy-localizer/SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

growthack88/growth-marketing-os

History

skills/arabic-copy-localizer/SKILL.md

skills/benchmark-analyst/SKILL.md

skills/cod-operations-analyst/SKILL.md

skills/community/ab-testing/SKILL.md

skills/community/battlecards/SKILL.md

skills/community/churn-prevention/SKILL.md

skills/community/icp-research/SKILL.md

skills/community/launch-tier-framework/SKILL.md

skills/community/marketing-psychology/SKILL.md

skills/community/onboarding/SKILL.md

skills/community/positioning-messaging-framework/SKILL.md

skills/community/programmatic-seo/SKILL.md

skills/community/voice-of-customer-synthesis/SKILL.md

skills/community/win-loss/SKILL.md

skills/conversion-copywriter/SKILL.md

skills/experiment-coach/SKILL.md

skills/funnel-decomposition/SKILL.md

skills/mena-ads/SKILL.md

skills/performance-media-buyer/SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

arabic-copy-localizer

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

benchmark-analyst

Frontmatter

SKILL.md

Reference documents

The playbook

Files

cod-operations-analyst

Frontmatter

SKILL.md

Reference documents

The playbook

Files

ab-testing

Frontmatter

SKILL.md

Reference documents

The playbook

Files

battlecards

Frontmatter

SKILL.md

Reference documents

The playbook

Files

churn-prevention

Frontmatter

SKILL.md

Reference documents

The playbook

Files

icp-research

Frontmatter

SKILL.md

Reference documents

The playbook

Files

launch-tier-framework

Frontmatter

SKILL.md

Reference documents

The playbook

Files

marketing-psychology

Frontmatter

SKILL.md

Reference documents

The playbook

`skills/arabic-copy-localizer/SKILL.md`

`skills/benchmark-analyst/SKILL.md`

`skills/cod-operations-analyst/SKILL.md`

`skills/community/ab-testing/SKILL.md`

`skills/community/battlecards/SKILL.md`

`skills/community/churn-prevention/SKILL.md`

`skills/community/icp-research/SKILL.md`

`skills/community/launch-tier-framework/SKILL.md`

`skills/community/marketing-psychology/SKILL.md`

`skills/community/onboarding/SKILL.md`

`skills/community/positioning-messaging-framework/SKILL.md`

`skills/community/programmatic-seo/SKILL.md`

`skills/community/voice-of-customer-synthesis/SKILL.md`

`skills/community/win-loss/SKILL.md`

`skills/conversion-copywriter/SKILL.md`

`skills/experiment-coach/SKILL.md`

`skills/funnel-decomposition/SKILL.md`

`skills/mena-ads/SKILL.md`

`skills/performance-media-buyer/SKILL.md`

`.claude-plugin/marketplace.json`

`benchmarks/paid-ads-benchmarks.md`

`frameworks/cod-profit-funnel.md`

`prompts/paid-ads/ad-angle-matrix.md`