# Blog Geo

AI citation readiness audit as part of SEO, covering classic Google search and AI...

- Repository: https://github.com/AgriciDaniel/claude-blog (2608 stars)
- Category: Design
- License: MIT
- Last updated: 2026-10-30
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add AgriciDaniel/claude-blog --skill blog-geo -g -a claude-code -y`
Codex: `npx skills add AgriciDaniel/claude-blog --skill blog-geo -g -a codex -y`
Cursor: `npx skills add AgriciDaniel/claude-blog --skill blog-geo -g -a cursor -y`
Gemini CLI: `npx skills add AgriciDaniel/claude-blog --skill blog-geo -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add AgriciDaniel/claude-blog`

## Description

AI citation readiness audit as part of SEO, covering classic Google search and AI search surfaces together. Use whenever the user wants their content to rank or be cited in ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, or Google AI Mode. AI citation optimization audit scoring blog posts for major answer surfaces. Evaluates passage-level citability, Q&A formatting, entity clarity, structured data, and AI crawler accessibility. Generates citation capsules and a 0-100 AI Citation Readiness score. Use when user says "geo", "ai citation", "ai optimization", "citation audit", "aeo", "perplexity optimization", "chatgpt citation".

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Blog GEO: AI Citation Optimization Audit

Scores blog posts for AI citation readiness across ChatGPT, Perplexity, Claude,
Gemini, Copilot, You.com, Google AI Overviews, and Google AI Mode as one SEO
workflow, not a separate discipline. Generates citation capsules and a 0-100 AI
Citation Readiness score with platform-specific recommendations.

Google's 2026-05-15 guidance frames generative-AI optimization as SEO: no
special markup, llms.txt requirement, or separate GEO/AEO playbook is required
for Google visibility. Use GEO/AEO as shorthand labels only.

## Cross-reference

This skill covers FLOW surface 3 (AI assistant citations: ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com) and contributes to surface 2 (SERP plus AI Overviews). Surface mapping: `skills/blog/references/flow-alignment.md`.

For directly relevant AI-citation prompts (AI-supporting-pages-rewrite-prompt, ai-detector-test, ChatGPT discovery, visibility prompts), see `/blog flow optimize`.

## Evidence Discipline

Use numeric AI-citation benchmarks only when the report includes a source block
with URL, publisher, methodology, sample size, engine or version, query class,
retrieval date, and expiry date. If any field is missing, label the benchmark as
directional or remove the number. Default heuristics:

- Self-contained 120-180 word answer passages are a practitioner heuristic.
- Comparison tables with semantic headers may improve extractability, but do not
  cite an uplift without a dated source block.
- AI Overviews coverage is methodology-dependent: cite a dated range, not a
  fixed point.

## Audit Process

### Step 1: Read Content

The rest: https://github.com/AgriciDaniel/claude-blog/blob/HEAD/brain/.raw/sources/claude-blog-skill/skills/blog-geo/SKILL.md