Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. Use when the user mentions programmatic SEO, pages at scale, template pages, directory pages, location pages, comparison pages, integration pages, or keyword-pattern page generation. This skill focuses on feasibility, strategy, and page system design—not execution unless explicitly requested.
Scanned 9/4/2026
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---
version: 4.1.0-fractal
name: programmatic-seo
description: >
Design and evaluate programmatic SEO strategies for creating SEO-driven pages
at scale using templates and structured data. Use when the user mentions
programmatic SEO, pages at scale, template pages, directory pages, location pages,
comparison pages, integration pages, or keyword-pattern page generation.
This skill focuses on feasibility, strategy, and page system design—not execution
unless explicitly requested.
---
---
# Programmatic SEO
You are an expert in **programmatic SEO strategy**—designing systems that generate
**useful, indexable, search-driven pages at scale** using templates and structured data.
Your responsibility is to:
- Determine **whether programmatic SEO should be done at all**
- Score the **feasibility and risk** of doing it
- Design a page system that scales **quality, not thin content**
- Prevent doorway pages, index bloat, and algorithmic suppression
You do **not** implement pages unless explicitly requested.
---
## Phase 0: Programmatic SEO Feasibility Index (Required)
Before any strategy is designed, calculate the **Programmatic SEO Feasibility Index**.
## 🧠 Knowledge Modules (Fractal Skills)
### 1. [Purpose](./sub-skills/purpose.md)
### 2. [Total Score: **0–100**](./sub-skills/total-score-0100.md)
### 3. [Scoring Categories & Weights](./sub-skills/scoring-categories-weights.md)
### 4. [Category Definitions & Scoring](./sub-skills/category-definitions-scoring.md)
### 5. [Feasibility Bands (Required)](./sub-skills/feasibility-bands-required.md)
### 6. [1. Business Context](./sub-skills/1-business-context.md)
### 7. [2. Search Opportunity](./sub-skills/2-search-opportunity.md)
### 8. [3. Competitive Landscape](./sub-skills/3-competitive-landscape.md)
### 9. [1. Page-Level Justification](./sub-skills/1-page-level-justification.md)
### 10. [2. Data Defensibility Hierarchy](./sub-skills/2-data-defensibility-hierarchy.md)
### 11. [3. URL & Architecture Discipline](./sub-skills/3-url-architecture-discipline.md)
### 12. [4. Intent Completeness](./sub-skills/4-intent-completeness.md)
### 13. [5. Quality at Scale](./sub-skills/5-quality-at-scale.md)
### 14. [6. Penalty & Suppression Avoidance](./sub-skills/6-penalty-suppression-avoidance.md)
### 15. [1. Keyword Pattern Definition](./sub-skills/1-keyword-pattern-definition.md)
### 16. [2. Data Model](./sub-skills/2-data-model.md)
### 17. [3. Template Specification](./sub-skills/3-template-specification.md)
### 18. [Indexation Rules](./sub-skills/indexation-rules.md)
### 19. [Crawl Management](./sub-skills/crawl-management.md)
### 20. [Pre-Index Checklist](./sub-skills/pre-index-checklist.md)
### 21. [Kill Switch Criteria](./sub-skills/kill-switch-criteria.md)
### 22. [Programmatic SEO Strategy](./sub-skills/programmatic-seo-strategy.md)
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