Individual skill
programmatic-seo
When the user wants to create SEO pages at scale using templates and data—including AI-assisted, grounded copy for per-URL differentiation (vs rigid mail-merge templates). Also use when the user mentions "programmatic SEO," "programmatic SEO pages," "template pages," "scale content," "location pages," "city pages," "comparison pages at scale," "X vs Y pages," "integration pages," "pages from data," "automated landing pages," or "programmatic landing pages." Uses a playbook matrix aligned to skills under skills/pages. For user-facing template galleries or marketplaces (browse → use), use template-page-generator.
skills/seo/programmatic-seo/SKILL.md
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- Last checked
- Nov 12, 2026
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- 1,098
- Repository last updated
- Nov 6, 2026
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- MIT
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- agent-skills Repository topic
- cursor Repository topic
- growth-marketing Repository topic
- marketing Repository topic
- seo Repository topic
- skills-sh Repository topic
- vibe-coding Repository topic
- marketing Derived category
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# SEO: Programmatic SEO
Guides programmatic SEO—creating large numbers of SEO-optimized pages automatically using templates and structured data, rather than writing each page manually. **Classic “mail merge” pSEO** (one rigid template + swapped variables) often produced **low differentiation** and thin-feeling URLs. **With AI used responsibly on top of the same data spine**, you can scale **per-URL customization**—intent-aligned copy, section depth, FAQs, tone, localization—while still following **evidence blocks**, **data tiers**, and **QA** (see **Data strength hierarchy** and **AI-assisted generation** below).
**When invoking**: On **first use**, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On **subsequent use** or when the user asks to skip, go directly to the main output.
**Project context:** Read root `{project}.md` when present and load only the modules relevant to this task. Without Contextus, use available project material or user-provided facts and ask for missing information; do not create a parallel context system.
## Definition
**Programmatic SEO** = Building a single template and populating it with data from a database, API, or spreadsheet to generate hundreds or thousands of unique pages. Each page targets a long-tail keyword (e.g., "best SEO tool in [city]," "[App A] + [App B] integration").
**Key differences from traditional SEO**: Technical (SEOs + engineers); long-tail focus; data-driven (data quality = success); automation; built for scale.
