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programmatic-seo-spy

Analyze competitor programmatic SEO strategies by crawling sitemaps and detecting URL patterns.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires site-content-catalog, seo-domain-analyzer, fetch_webpage, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you understand and replicate your competitors' programmatic SEO strategies, identifying opportunities and gaps in their approach to gain a competitive edge.

Core Features & Use Cases

  • Competitor Analysis: Reverse-engineer competitor URL structures to identify programmatic patterns (e.g., /vs/, /integrations/, /for-{industry}/).
  • Traffic Estimation: Estimate the traffic driven by different programmatic patterns, either through direct analytics integration or baseline inference.
  • Template Quality Assessment: Evaluate the quality and depth of content on competitor programmatic pages.
  • Gap Identification: Pinpoint missing URL patterns or variations that competitors haven't exploited, or areas where their templates are weak.
  • Use Case: You want to launch a new SaaS product and need to understand how competitors are using programmatic SEO to attract users. This skill will analyze their sites, show you which types of pages they build (like comparison pages or integration pages), how much traffic they get, and where you can build better pages.

Quick Start

Analyze the programmatic SEO strategy for competitor websites example.com and competitor2.com.

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 competitor programmatic SEO strategies and URL patterns?▼

To find competitor programmatic SEO strategies, crawl their sitemaps to detect URL pattern clusters like `/vs/` or `/integrations/`. This reverse-engineers their page templates to reveal how they structure programmatic campaigns.

How do I estimate traffic for competitor programmatic SEO pages?▼

Estimate programmatic SEO traffic by integrating domain analytics APIs or using baseline inference. This assesses how much traffic specific URL pattern clusters drive and identifies the most valuable programmatic templates.

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

Programmatic SEO gap analysis identifies missing URL patterns and weak template variations that competitors haven't exploited. It pinpoints strategic gaps, highlighting opportunities to build better pages and gain a competitive edge.

Can I assess the content quality of competitor programmatic pages?▼

Yes, assess competitor programmatic page quality by evaluating the depth and quality of content on their template pages. This template quality assessment helps determine where competitor content is weak and improvable.

Do I need domain analytics APIs to analyze competitor programmatic SEO?▼

Domain analytics APIs are optional for analyzing competitor programmatic SEO. The Skill can estimate traffic through baseline inference, but integrating these APIs enhances traffic analysis and provides more accurate estimation results.

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