Menu

Individual skill

ad-creative-testing

Turn one winning ad into a creative testing plan for TikTok and Meta. Decodes why an ad won (hook, argument, buyer, format), plans concepts that Meta's Andromeda and TikTok treat as genuinely different (buyer × angle × format × first frame, not caption swaps), sets how many creatives to launch, the budget per test and when to judge, writes file and ad names that make results readable, reads hook rate, hold rate, CTR and CPA to find which part failed, and says when to kill, iterate or scale. Use when someone asks how many ads to test, how to make ad variants, why their variants all perform the same, whether an ad is fatigued, when to kill an ad, or how to scale a winner. NOT for producing the videos (use ecommerce-video-ads, ecommerce-video-edit or product-video-hooks) or for media-buying account setup.

plugins/vargHQ/skills/ad-creative-testing/SKILL.md

Read pinned source

Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,537
Repository last updated
Nov 7, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Declared tags are partial or unavailable.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Turn one winning ad into a creative testing plan

Winners are rare. In Motion's 2026 benchmark (578,750 Meta creatives, $1.29B spend), only 5–8% of ads became winners (spend ≥10× the account median and ≥$500). One agency's 1,780 AI creatives produced 8 that crossed $100K in spend (self-reported). The plan exists to find the rare winner cheaply, then milk it.

## 1. The rule that changed: similar ads count as one

Meta groups ads that look or feel alike as variations of one creative and says iteration "should not replace true creative diversification" ([Meta](https://www.facebook.com/business/news/demystifying-creative-diversification)). Agencies report that the same opening or the same look ranks as the same ad, and that 30 face and setting swaps of one winner made CPA triple. TikTok asks for 3–5 *very different* creatives per ad group and at least 12 new videos a month on Smart+ and GMV Max.

**So a variant is a new concept**: a different buyer, angle, format or first frame. A new caption, colour or voice on the same video is not a variant.

## 2. Decode before you multiply

For the current winner (or the competitor ad that has run 30+ days), write down: