programmatic-seo

Plans and designs SEO page templates at scale using data-driven playbooks.

Updated May 11, 2026
One-click install
npx skills add https://github.com/cloudofgeorge/AI-hands-Engineer --skill programmatic-seo-cloudofgeorge
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: programmatic-seo
Source: https://github.com/cloudofgeorge/AI-hands-Engineer/tree/main/skills/marketing/skills/programmatic-seo
Command: npx skills add https://github.com/cloudofgeorge/AI-hands-Engineer --skill programmatic-seo-cloudofgeorge

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Creating hundreds of SEO-optimized pages manually is impractical, and naive template-and-keyword-swap approaches produce thin content that Google penalizes or refuses to index. This Skill provides a structured framework for building programmatic SEO pages that rank, provide genuine value, and avoid penalties. ## Core Features & Use Cases - 12 Proven Playbooks: Covers Templates, Curation, Conversions, Comparisons, Examples, Locations, Personas, Integrations, Glossary, Translations, Directory, and Profiles patterns with detailed implementation guidance in references/playbooks.md. - Implementation Framework: Guides keyword pattern research, data sourcing, template design, internal linking architecture, and indexation strategy. - Quality & Penalty Avoidance: Includes pre-launch checklists, post-launch monitoring guidance, and diagnostics for indexation problems. - Use Case: A CRM company wants 'CRM for [industry]' pages across 20 industries. The Skill identifies this as the Personas playbook, then walks through keyword research per industry, unique data requirements, template structure, URL design (/for/[industry]/), and internal linking between persona pages. ## Quick Start Ask the agent to design a programmatic SEO strategy for your target keyword pattern, such as '[product] for [industry]' or '[tool A] vs [tool B]' comparison pages.

Frequently Asked Questions about programmatic-seo

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create programmatic SEO pages at scale?▼

Start by identifying a repeatable keyword pattern with variables, validate aggregate search demand, then design a template where each page provides unique value from proprietary or product-derived data. Use subfolder URL structures, hub-and-spoke internal linking, and XML sitemaps for indexation.

What are the main programmatic SEO playbook patterns?▼

The 12 playbooks are Templates, Curation, Conversions, Comparisons, Examples, Locations, Personas, Integrations, Glossary, Translations, Directory, and Profiles. Choose based on your assets: integrations suit products with partner ecosystems, while proprietary data suits directories and profiles.

Why is Google not indexing my programmatic pages?▼

Low indexation usually stems from thin content where pages only swap variables without unique value, weak internal linking leaving orphan pages, or missing XML sitemap entries. Improve per-page uniqueness, strengthen internal links, and verify crawlability in Search Console.

Should programmatic pages use subdomains or subfolders?▼

Use subfolders, not subdomains. Subfolders like yoursite.com/templates/resume/ consolidate domain authority, while subdomains split it and make ranking harder for the new pages.

How do I avoid thin content penalties with templated pages?▼

Ensure every page answers genuine search intent with unique content beyond swapped variables, using conditional sections, original insights, and real data per page. Prioritize quality over quantity—100 valuable pages outperform 10,000 thin ones.

When should I use seo-audit instead of programmatic-seo?▼

Use seo-audit for technical issues on existing pages such as crawl errors, 404s, and indexation diagnostics. Use programmatic-seo for strategy, playbook selection, template design, and content planning before or during page generation.