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programmatic-seo-spy

Crawl competitor sites to identify programmatic SEO URL patterns.

1.1k|200|Updated Mar 2, 2026
Search Tags:#gap-analysis#pattern-detection#competitor-analysis#programmatic-seo#sitemap-crawl#traffic-estimation#template-quality
One-click install
npx skills add https://github.com/gooseworks-ai/goose-skills --skill programmatic-seo-spy-gooseworks-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: programmatic-seo-spy
Source: https://github.com/gooseworks-ai/goose-skills/tree/main/skills/composites/programmatic-seo-spy
Command: npx skills add https://github.com/gooseworks-ai/goose-skills --skill programmatic-seo-spy-gooseworks-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Detects and maps programmatic SEO patterns across competitor sites to reveal scalable optimization opportunities.

Core Features & Use Cases

  • Pattern discovery: Crawl competitors to identify URL templates like /vs/, /integrations/, and /for-*/.
  • Classification & coverage: Distinguish programmatic, semi-programmatic, and editorial clusters and assess coverage gaps.
  • Traffic & quality assessment: Estimate traffic by pattern and evaluate template quality to prioritize actions.
  • Gap analysis: Highlight missing variations and white-space opportunities to outrank peers.

Quick Start

Identify programmatic SEO patterns by crawling competitor sites to start pattern mapping.

Frequently Asked Questions about programmatic-seo-spy

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

FAQPage Schema
How do I find programmatic SEO patterns on competitor sites?▼

Identify programmatic SEO patterns by crawling competitor sites to map URL templates like /vs/ or /integrations/. You cluster these structures and estimate their traffic impact to reveal scalable optimization opportunities.

What is programmatic SEO gap analysis and how does it work?▼

Programmatic SEO gap analysis classifies URL clusters into editorial, semi-programmatic, and programmatic types to highlight missing variations. It reveals white-space opportunities by assessing coverage gaps and estimating traffic by pattern.

How do I estimate traffic for competitor URL templates?▼

Estimate traffic for competitor URL templates by combining sitemap crawling with domain metric analysis. You evaluate template quality and cluster coverage to prioritize which programmatic patterns drive the most impact.

Do I need external SEO APIs to detect programmatic URL patterns?▼

External SEO APIs from DataForSEO, SEMrush, Ahrefs, or SimilarWeb are optional for enhanced metrics. You can detect programmatic URL patterns and perform gap analysis using site crawling and webpage sampling.

How many competitor sites do I need to analyze for programmatic SEO?▼

Analyze 1-5 competitor sites for mapping URL templates and clustering patterns. This range allows effective traffic estimation to identify coverage gaps and prioritize programmatic SEO actions.

What is the best way to classify programmatic vs editorial URL clusters?▼

Classify URL clusters by crawling sitemaps and sampling pages to distinguish programmatic, semi-programmatic, and editorial structures. This distinction reveals template quality and highlights scalable optimization opportunities.

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