Crawlmere › Skills › Search Console analyzer

Search Console analyzer – a skill for Claude

Reads Google Search Console exports and finds what to fix next.

What it checks and does

• Striking-distance queries (average position 4–20)
• Pages with CTR far below a rough benchmark for their position
• Query cannibalization (needs a query + page export)
• Biggest losses when you compare two periods

Try asking

“Here are Queries.csv for the last 3 months and the 3 before – what should I work on?”

Script

gsc_analyze.py – Python 3.8+, standard library only, covered by the pack's tests. Claude runs it and reads only the output, so long files don't fill your context.

When Claude uses it

The skill's description, which Claude matches against your request:

Analyze Google Search Console performance exports (Queries.csv, Pages.csv, or a query+page export from the API/Looker Studio) to find striking-distance keywords (positions 4-20), pages with below-expected CTR, query cannibalization, and decaying pages when two periods are compared; outputs a prioritized action list. Use when the user shares Search Console data or asks "what should I optimize next", "why did traffic drop", CTR or cannibalization questions.

Related skills

• Sitemap & IndexNow check – Validates sitemaps and sitemap indexes, compares them with your built site, and prepares IndexNow submissions.
• Competitor keyword gap – Compares your keyword export with competitors' exports to find missing and weak keywords.
• Programmatic SEO pages – Turns a CSV and a template into pages – with a quality gate against thin and near-duplicate content.