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seo-geo

seo-geo is a comprehensive SEO analysis skill that harnesses parallel processing to evaluate your site across multiple dimensions simultaneously. It combines technical auditing, content quality assessment, structured data validation, and local search optimization in one integrated workflow designed for modern AI-driven search environments.

seo-geo helps you optimize website content for AI Overviews by analyzing your site across multiple dimensions simultaneously. The skill evaluates content quality, passage structure, and citability factors that influence whether AI platforms feature your content. By assessing your passages for readability and authority signals, seo-geo identifies opportunities to improve your chances of being cited in AI-generated answers.

AI-generated summary based on this skill's SKILL.md

12,542 1,826 MITupdated by AgriciDaniel

Decision gist · record as of 2026-07-27

seo-geo helps you optimize website content for AI Overviews by analyzing your site across multiple dimensions simultaneously. The skill evaluates content quality, passage structure, and citability factors that influence whether AI platforms feature your content. By assessing your passages for readability and authority signals, seo-geo identifies opportunities to improve your chances of being cited in AI-generated answers.

manual: git clone https://github.com/AgriciDaniel/claude-seo → cp -r claude-seo/skills/seo-geo ~/.claude/skills/seo-geo
skills/seo-geo/SKILL.md · version 6b4c3edf

Use it when

  • seo-geo audits your robots.txt configuration and AI crawler accessibility to ensure generative engines can properly discover and index.
  • seo-geo strengthens brand mentions and authority signals by conducting comprehensive technical auditing and content quality assessment.

Verify before relying

Read SKILL.md below before installing (4 files). Open directory: indexed for reading, not audited.

Same gist for agents: .md · .json

Install

AgriciDaniel/claude-seo/seo-geo · repository language: Python

Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.

Frequently asked questions

AI-generated answers based on this skill's SKILL.md and metadata

How do I optimize for AI Overviews with seo-geo?

seo-geo helps you optimize website content for AI Overviews by analyzing your site across multiple dimensions simultaneously. The skill evaluates content quality, passage structure, and citability factors that influence whether AI platforms feature your content. By assessing your passages for readability and authority signals, seo-geo identifies opportunities to improve your chances of being cited in AI-generated answers.

What does seo-geo audit regarding AI crawler access?

seo-geo audits your robots.txt configuration and AI crawler accessibility to ensure generative engines can properly discover and index your content. The skill checks whether your site is correctly configured for AI visibility, helping you understand which crawlers have access and identifying any barriers preventing AI platforms from reaching your pages.

How can seo-geo improve my brand mentions and AI visibility?

seo-geo strengthens brand mentions and authority signals by conducting comprehensive technical auditing and content quality assessment. The skill identifies how your brand appears across AI platforms and recommends structural improvements to enhance your authority signals, making your content more likely to be recognized and cited by AI search engines.

How does seo-geo restructure content for AI citability?

seo-geo analyzes your content passages to optimize them for AI citability and readability. The skill evaluates passage length, structure, and clarity—factors that determine whether AI systems will select your content as a citation source. By restructuring passages for better AI comprehension, seo-geo increases your likelihood of appearing in AI-generated answers.

Which AI search platforms does seo-geo optimize for?

seo-geo provides platform-specific optimization guidance for major AI search environments including ChatGPT, Perplexity, Google AI Overviews, and Gemini. The skill's integrated workflow is designed specifically for modern AI-driven search, helping you understand how to tailor your content strategy across these different generative engine platforms.

What is seo-geo's approach to technical SEO analysis?

seo-geo combines technical auditing, content quality assessment, structured data validation, and local search optimization in one integrated workflow. Using parallel processing, the skill evaluates your site across multiple dimensions simultaneously, providing a comprehensive view of your technical health and readiness for AI search visibility.

SKILL.md

Rendered from the published skill. Quoted content, verbatim.

AI Search / GEO Optimization (May 2026)

Primary Source: Google's AI Optimization Guide

Google's official position, published under Search Central docs:

> "Optimizing for generative AI search is still SEO from Google's > perspective. AEO and GEO are rebranded labels for the same work."

Read references/google-ai-optimization-guide.md for the full synthesis, myth-busting list (llms.txt, chunking, AI-rephrasing, mention-farming, all rejected by Google as ineffective), and the Who/How/Why test for content quality.

Audits should frame

(truncated - see the full file via the links below)

File tree — 4 files
skills/seo-geo/LICENSE.txt
skills/seo-geo/SKILL.md
skills/seo-geo/references/google-ai-optimization-guide.md
skills/seo-geo/references/llmstxt-evidence.md

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Tags
generative-ai-searchai-crawler-managementcitation-optimizationpassage-level-seobrand-authority-signalsai-platform-strategycontent-freshness-scoringentity-presence-buildingmulti-modal-contentai-discoverability