SuperAPI AI Directory
Partner with us中文AI newsFavorites
Skillsseo-geo-readiness

seo-geo-readiness

Marketing & growth

View repository

Updated 10-15 22:16

About this skill

GEO readiness

This workflow measures technical readiness and referral evidence. It does not prove that an AI product cites the site.

Run the readiness report

Create a saved crawl, then analyze the same report:

seo crawl --project <project> --max-pages 500 --save --json
seo ai-readiness --project <project> --json

Through MCP, use seo_run_report with report id ai-readiness. Use report id geo-gaps when exact affected URLs for crawl and indexability rules are needed. Call seo_describe_report before a report when its parameters are not already known.

  1. Check dataStatus, summary.pageLimitReached, warnings, and caveats.
  2. Separate failed technical checks from contextual observations.
  3. Treat local crawl indexability as local evidence. It does not prove that Google indexed the URL.
  4. Use bounded URL Inspection evidence when Google's indexed snapshot changes the decision. It is not a live crawl or a sitewide sample.

Explain the evidence

  • Blocked crawling, publisher noindex, snippet restrictions, and non-success HTML responses can prevent or limit technical eligibility.
  • Structured data, semantic HTML, authorship, and dates are contextual observations. Recommend them only for a documented user or Search feature need.
  • Paragraph shape, lists, tables, and question headings do not prove quality or citation likelihood.
  • Do not recommend content chunking or a minimum word count solely for AI Search.
  • /llms.txt is optional metadata for agents that support it. The report does not treat it as a Google Search ranking signal.

Useful follow-up reports remain structured for agents:

seo seo-to-ai-query --project <project> --json
seo ai-referrals --project <project> --json
seo llms audit --project <project> --json

seo-to-ai-query creates deterministic monitoring-prompt suggestions from retained GSC wording. These are not observed AI queries. ai-referrals reports known GA4 referral evidence and cannot measure citations without a referral.

Report nosnippet, max-snippet:0, positive max-snippet limits, and unrestricted max-snippet:-1 exactly. No detected page-level restriction does not guarantee that Google will select or show the page.