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," or "building many pages for SEO." For auditing existing SEO issues, see seo-audit.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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
Before designing a programmatic SEO strategy, understand:
1. **Business Context**
- What's the product/service?
- Who is the target audience?
- What's the conversion goal for these pages?
2. **Opportunity Assessment**
- What search patterns exist?
- How many potential pages?
- What's the search volume distribution?
3. **Competitive Landscape**
- Who ranks for these terms now?
- What do their pages look like?
- What would it take to beat them?
---
## Core Principles
### 1. Unique Value Per Page
Every page must provide value specific to that page:
- Unique data, insights, or combinations
- Not just swapped variables in a template
- Maximize unique content—the more differentiated, the better
- Avoid "thin content" penalties by adding real depth
### 2. Proprietary Data Wins
The best pSEO uses data competitors can't easily replicate:
- **Proprietary data**: Data you own or generate
…
The line at the top of this page pins the label git:20260311.3e83cee, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_xvsjxmslvxcwf5qb
GET https://markdownregistry.com/api/v1/resolve?ref=pr-e/openclaw-master-skills/programmatic-seo
GET https://markdownregistry.com/api/v1/blob/f54fd1731b67cf7d3b0e2f418790c589a56c7076913df13c63c7bdd3a6bd72df
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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coreyhaines31/marketingskills · skills/programmatic-seo/SKILL.md · When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions…
nowork-studio/notfair-plugin · skills/programmatic-seo/SKILL.md · Programmatic SEO planning and audit: building or evaluating large sets of template-generated pages that target…
cbrock84/headcount · plugins/demand-generation/skills/programmatic-seo/SKILL.md · Builds large sets of search-targeted pages from a template and a dataset — the location, comparison, integration, and…
fcakyon/claude-codex-settings · plugins/seo-skills/skills/programmatic-seo/SKILL.md · Use when planning many similar pages from a template and a data set: choosing the pattern, deciding whether the data…
kostja94/marketing-skills · skills/seo/programmatic-seo/SKILL.md · When the user wants to create SEO pages at scale using templates and data—including AI-assisted, grounded copy for…
leoyeai/openclaw-marketing-skills · skills/programmatic-seo/SKILL.md · When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions…
rampstackco/claude-skills · skills/programmatic-seo/SKILL.md · How to design and run a programmatic SEO program that produces durable traffic instead of penalty-bait. Data source…
indranilbanerjee/digital-marketing-pro · skills/programmatic-seo/SKILL.md · Plan or audit programmatic SEO pages at scale, gated against thin content. "audit our location pages"
