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Programmatic SEO

Corey HainesCommunityCreated by Corey Haines

  • Skill
  • Workflow
  • Business and productivity
  • MIT
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From the author

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," "templated landing pages," or "which CMS for pSEO." 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.
— the description by Corey Haines

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides a structured approach to programmatic SEO (pSEO), enabling users to generate large volumes of search-optimized pages using templates and data. It emphasizes creating unique value per page to avoid thin content penalties, utilizing proprietary or product-derived data, and maintaining a clean URL structure. The skill includes twelve distinct playbooks for common patterns like location-based pages, comparisons, and directories, along with guidance on selecting technical platforms and managing indexation.

What it does

  • Guides the selection of appropriate programmatic SEO playbooks based on data and business goals.
  • Provides a framework for keyword pattern research and data requirement analysis.
  • Outlines best practices for template design to ensure unique content per page.
  • Advises on internal linking architecture and sitemap management for large page sets.
  • Offers a pre-launch checklist covering content quality, technical SEO, and indexation.
  • Assists in evaluating technical platforms for hosting and managing programmatic content.

When to use it

  • When you need to create many similar pages targeting different keywords, locations, or user segments.
  • When you have structured data that can be used to populate templates at scale.
  • When you are planning to build directory, comparison, or location-based landing pages.
  • When you need to assess the feasibility of a programmatic SEO strategy against your current site architecture.

Advantages

  • Provides a systematic approach to scaling content production without sacrificing quality.
  • Helps avoid common pitfalls like duplicate content, keyword cannibalization, and thin pages.
  • Offers clear playbooks for diverse use cases ranging from integrations to local services.
  • Focuses on defensible data strategies to improve search relevance.

Usage examples

“I want to build 500 location-based pages for my dental practice. How should I start?”
The agent will guide you through the location playbook, helping you identify the necessary local data, define the URL structure, and ensure each page provides unique value beyond just swapping city names.
“We have a list of 1,000 software integrations. How do we turn these into SEO pages?”
The agent will help you map this data to the integration playbook, advise on template design, and suggest an internal linking strategy to connect these pages to your main site.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/coreyhaines31/programmatic-seo/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip programmatic-seo.zip -d .agents/skills

Documentation by Corey Haines

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

Check for product marketing context first: If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

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?

    • Can you realistically compete?


Core Principles

1. Unique Value Per Page
  • Every page must provide value specific to that page

  • Not just swapped variables in a template

  • Maximize unique content—the more differentiated, the better

2. Proprietary Data Wins

Hierarchy of data defensibility:

  1. Proprietary (you created it)

  2. Product-derived (from your users)

  3. User-generated (your community)

  4. Licensed (exclusive access)

  5. Public (anyone can use—weakest)

3. Clean URL Structure

Prefer subfolders to subdomains. Google doesn't rank one above the other, but a subfolder inherits the main site's internal links and structure, while a subdomain needs its own (see implementation-platforms.md):

  • Good: yoursite.com/templates/resume/

  • Bad: templates.yoursite.com/resume/

4. Genuine Search Intent Match

Pages must actually answer what people are searching for.

5. Quality Over Quantity

Better to have 100 great pages than 10,000 thin ones.

6. Avoid Google Penalties
  • No doorway pages

  • No keyword stuffing

  • No duplicate content

  • Genuine utility for users


The 12 Playbooks (Overview)

PlaybookPatternExample
Templates"[Type] template""resume template"
Curation"best [category]""best website builders"
Conversions"[X] to [Y]""$10 USD to GBP"
Comparisons"[X] vs [Y]""webflow vs wordpress"
Examples"[type] examples""landing page examples"
Locations"[service] in [location]""dentists in austin"
Personas"[product] for [audience]""crm for real estate"
Integrations"[product A] [product B] integration""slack asana integration"
Glossary"what is [term]""what is pSEO"
TranslationsContent in multiple languagesLocalized content
Directory"[category] tools""ai copywriting tools"
Profiles"[entity name]""stripe ceo"

For detailed playbook implementation: See references/playbooks.md


Choosing Your Playbook

If you have...Consider...
Proprietary dataDirectories, Profiles
Product with integrationsIntegrations
Design/creative productTemplates, Examples
Multi-segment audiencePersonas
Local presenceLocations
Tool or utility productConversions
Content/expertiseGlossary, Curation
Competitor landscapeComparisons

You can layer multiple playbooks (e.g., "Best coworking spaces in San Diego").


Implementation Framework

1. Keyword Pattern Research

Identify the pattern:

  • What's the repeating structure?

  • What are the variables?

  • How many unique combinations exist?

Validate demand:

  • Aggregate search volume

  • Volume distribution (head vs. long tail)

  • Trend direction

2. Data Requirements

Identify data sources:

  • What data populates each page?

  • Is it first-party, scraped, licensed, public?

  • How is it updated?

3. Template Design

Page structure:

  • Header with target keyword

  • Unique intro (not just variables swapped)

  • Data-driven sections

  • Related pages / internal links

  • CTAs appropriate to intent

Ensuring uniqueness:

  • Each page needs unique value

  • Conditional content based on data

  • Original insights/analysis per page

4. Internal Linking Architecture

Hub and spoke model:

  • Hub: Main category page

  • Spokes: Individual programmatic pages

  • Cross-links between related spokes

Avoid orphan pages:

  • Every page reachable from main site

  • XML sitemap for all pages

  • Breadcrumbs with structured data

5. Indexation Strategy
  • Prioritize high-volume patterns

  • Noindex very thin variations

  • Manage crawl budget thoughtfully

  • Separate sitemaps by page type

6. Choose the Build Platform

Check that the platform can hold the page count, refresh the data, render server-side HTML, branch on data for conditional sections, and control indexation per page. Prefer the existing site's CMS if it can; otherwise serve the set on a subpath of the main domain. Options and tradeoffs: references/implementation-platforms.md.


Quality Checks

Pre-Launch Checklist

Content quality:

  • [ ] Each page provides unique value

  • [ ] Answers search intent

  • [ ] Readable and useful

Technical SEO:

  • [ ] Unique titles and meta descriptions

  • [ ] Proper heading structure

  • [ ] Schema markup implemented

  • [ ] Page speed acceptable

Internal linking:

  • [ ] Connected to site architecture

  • [ ] Related pages linked

  • [ ] No orphan pages

Indexation:

  • [ ] In XML sitemap

  • [ ] Crawlable

  • [ ] No conflicting noindex

Post-Launch Monitoring

Track: Indexation rate, Rankings, Traffic, Engagement, Conversion

Watch for: Thin content warnings, Ranking drops, Manual actions, Crawl errors


Common Mistakes

  • Thin content: Just swapping city names in identical content

  • Keyword cannibalization: Multiple pages targeting same keyword

  • Over-generation: Creating pages with no search demand

  • Poor data quality: Outdated or incorrect information

  • Ignoring UX: Pages exist for Google, not users


Output Format

Strategy Document
  • Opportunity analysis

  • Implementation plan

  • Content guidelines

Page Template
  • URL structure

  • Title/meta templates

  • Content outline

  • Schema markup


Task-Specific Questions

  1. What keyword patterns are you targeting?

  2. What data do you have (or can acquire)?

  3. How many pages are you planning?

  4. What does your site authority look like?

  5. Who currently ranks for these terms?

  6. What's your technical stack?


  • seo-audit: For auditing programmatic pages after launch

  • schema: For adding structured data

  • site-architecture: For page hierarchy, URL structure, and internal linking

  • competitors: For comparison page frameworks

Files

references/playbooks.md

The 12 Programmatic SEO Playbooks

Beyond mixing and matching data point permutations, these are the proven playbooks for programmatic SEO.

Contents

    1. Templates

    1. Curation

    1. Conversions

    1. Comparisons

    1. Examples

    1. Locations

    1. Personas

    1. Integrations

    1. Glossary

    1. Translations

    1. Directory

    1. Profiles

  • Choosing Your Playbook (Match to Your Assets, Combine Playbooks)

1. Templates

Pattern: "[Type] template" or "free [type] template" Example searches: "resume template", "invoice template", "pitch deck template"

What it is: Downloadable or interactive templates users can use directly.

Why it works:

  • High intent—people need it now

  • Shareable/linkable assets

  • Natural for product-led companies

Value requirements:

  • Actually usable templates (not just previews)

  • Multiple variations per type

  • Quality comparable to paid options

  • Easy download/use flow

URL structure: /templates/[type]/ or /templates/[category]/[type]/


2. Curation

Pattern: "best [category]" or "top [number] [things]" Example searches: "best website builders", "top 10 crm software", "best free design tools"

What it is: Curated lists ranking or recommending options in a category.

Why it works:

  • Comparison shoppers searching for guidance

  • High commercial intent

  • Evergreen with updates

Value requirements:

  • Genuine evaluation criteria

  • Real testing or expertise

  • Regular updates (date visible)

  • Not just affiliate-driven rankings

URL structure: /best/[category]/ or /[category]/best/


3. Conversions

Pattern: "[X] to [Y]" or "[amount] [unit] in [unit]" Example searches: "$10 USD to GBP", "100 kg to lbs", "pdf to word"

What it is: Tools or pages that convert between formats, units, or currencies.

Why it works:

  • Instant utility

  • Extremely high search volume

  • Repeat usage potential

Value requirements:

  • Accurate, real-time data

  • Fast, functional tool

  • Related conversions suggested

  • Mobile-friendly interface

URL structure: /convert/[from]-to-[to]/ or /[from]-to-[to]-converter/


4. Comparisons

Pattern: "[X] vs [Y]" or "[X] alternative" Example searches: "webflow vs wordpress", "notion vs coda", "figma alternatives"

What it is: Head-to-head comparisons between products, tools, or options.

Why it works:

  • High purchase intent

  • Clear search pattern

  • Scales with number of competitors

Value requirements:

  • Honest, balanced analysis

  • Actual feature comparison data

  • Clear recommendation by use case

  • Updated when products change

URL structure: /compare/[x]-vs-[y]/ or /[x]-vs-[y]/

See also: competitors skill for detailed frameworks


5. Examples

Pattern: "[type] examples" or "[category] inspiration" Example searches: "saas landing page examples", "email subject line examples", "portfolio website examples"

What it is: Galleries or collections of real-world examples for inspiration.

Why it works:

  • Research phase traffic

  • Highly shareable

  • Natural for design/creative tools

Value requirements:

  • Real, high-quality examples

  • Screenshots or embeds

  • Categorization/filtering

  • Analysis of why they work

URL structure: /examples/[type]/ or /[type]-examples/


6. Locations

Pattern: "[service/thing] in [location]" Example searches: "coworking spaces in san diego", "dentists in austin", "best restaurants in brooklyn"

What it is: Location-specific pages for services, businesses, or information.

Why it works:

  • Local intent is massive

  • Scales with geography

  • Natural for marketplaces/directories

Value requirements:

  • Actual local data (not just city name swapped)

  • Local providers/options listed

  • Location-specific insights (pricing, regulations)

  • Map integration helpful

URL structure: /[service]/[city]/ or /locations/[city]/[service]/


7. Personas

Pattern: "[product] for [audience]" or "[solution] for [role/industry]" Example searches: "payroll software for agencies", "crm for real estate", "project management for freelancers"

What it is: Tailored landing pages addressing specific audience segments.

Why it works:

  • Speaks directly to searcher's context

  • Higher conversion than generic pages

  • Scales with personas

Value requirements:

  • Genuine persona-specific content

  • Relevant features highlighted

  • Testimonials from that segment

  • Use cases specific to audience

URL structure: /for/[persona]/ or /solutions/[industry]/


8. Integrations

Pattern: "[your product] [other product] integration" or "[product] + [product]" Example searches: "slack asana integration", "zapier airtable", "hubspot salesforce sync"

What it is: Pages explaining how your product works with other tools.

Why it works:

  • Captures users of other products

  • High intent (they want the solution)

  • Scales with integration ecosystem

Value requirements:

  • Real integration details

  • Setup instructions

  • Use cases for the combination

  • Working integration (not vaporware)

URL structure: /integrations/[product]/ or /connect/[product]/


9. Glossary

Pattern: "what is [term]" or "[term] definition" or "[term] meaning" Example searches: "what is pSEO", "api definition", "what does crm stand for"

What it is: Educational definitions of industry terms and concepts.

Why it works:

  • Top-of-funnel awareness

  • Establishes expertise

  • Natural internal linking opportunities

Value requirements:

  • Clear, accurate definitions

  • Examples and context

  • Related terms linked

  • More depth than a dictionary

URL structure: /glossary/[term]/ or /learn/[term]/


10. Translations

Pattern: Same content in multiple languages Example searches: "qué es pSEO", "was ist SEO", "マーケティングとは"

What it is: Your content translated and localized for other language markets.

Why it works:

  • Opens entirely new markets

  • Lower competition in many languages

  • Multiplies your content reach

Value requirements:

  • Quality translation (not just Google Translate)

  • Cultural localization

  • hreflang tags properly implemented

  • Native speaker review

URL structure: /[lang]/[page]/ or yoursite.com/es/, /de/, etc.


11. Directory

Pattern: "[category] tools" or "[type] software" or "[category] companies" Example searches: "ai copywriting tools", "email marketing software", "crm companies"

What it is: Comprehensive directories listing options in a category.

Why it works:

  • Research phase capture

  • Link building magnet

  • Natural for aggregators/reviewers

Value requirements:

  • Comprehensive coverage

  • Useful filtering/sorting

  • Details per listing (not just names)

  • Regular updates

URL structure: /directory/[category]/ or /[category]-directory/


12. Profiles

Pattern: "[person/company name]" or "[entity] + [attribute]" Example searches: "stripe ceo", "airbnb founding story", "elon musk companies"

What it is: Profile pages about notable people, companies, or entities.

Why it works:

  • Informational intent traffic

  • Builds topical authority

  • Natural for B2B, news, research

Value requirements:

  • Accurate, sourced information

  • Regularly updated

  • Unique insights or aggregation

  • Not just Wikipedia rehash

URL structure: /people/[name]/ or /companies/[name]/


Choosing Your Playbook

Match to Your Assets
If you have...Consider...
Proprietary dataDirectory, Profiles, Curation
Product with integrationsIntegrations
Design/creative productTemplates, Examples
Multi-segment audiencePersonas
Local presenceLocations
Tool or utility productConversions
Content/expertiseGlossary, Curation
International potentialTranslations
Competitor landscapeComparisons
Combine Playbooks

You can layer multiple playbooks:

  • Locations + Personas: "Marketing agencies for startups in Austin"

  • Curation + Locations: "Best coworking spaces in San Diego"

  • Integrations + Personas: "Slack for sales teams"

  • Glossary + Translations: Multi-language educational content

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

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Attribution and licence

Created by
Corey Haines
Publisher
Corey Haines (Community)
Source
coreyhaines31/marketingskills · skills/programmatic-seo · commit 96798cf
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

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Download ZIP

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