# SEO Geo

Audit and improve content for AI Overviews and answer engines, including citability...

- Repository: https://github.com/AgriciDaniel/claude-seo (25484 stars)
- Category: Marketing
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

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

## Description

Audit and improve content for AI Overviews and answer engines, including citability, entity clarity, crawler access, brand signals, and passage structure. Use when the user asks about AI Overviews, AI Mode, ChatGPT, Perplexity or Gemini citations, GEO, or AI search visibility.

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

# AI Search / GEO Optimization (May 2026)

## Primary Source: Google's AI Optimization Guide

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

> "From Google Search's perspective, optimizing for generative AI search is
> optimizing for the search experience, and thus **still SEO**."

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 GEO findings as **SEO fundamentals applied to AI-search
surfaces**, not as a separate optimization discipline. When community
recommendations contradict Google's primary source, defer to Google and note
the contradiction in the report.

## Key Statistics

Third-party figures below were not re-verified on 2026-09-23. Quote them only
with their source and date, or leave them out.

| Metric | Value | Source |
|--------|-------|--------|
| AI Overviews reach | 2.5 billion+ monthly active users, reported from Google I/O 2026 keynote coverage; not confirmed on a Google-owned source; 200+ countries | Third-party I/O reporting |
| AI Overviews query coverage | ~50% of queries (third-party measurement; varies by country) | Industry data |
| AI Mode monthly users | 1B+ (Google, I/O 2026, 2026-05-19) | Google (blog.google) |
| AI Mode model | Google upgrades it often (Gemini 3.5 Flash became the default on 2026-05-19, and newer Flash models have shipped since); never tie advice to a model | Google (blog.google) |
| AI-referred sessions growth | 527% (Jan-May 2025) | Third-party (attributed to SparkToro; not re-verified) |
| ChatGPT weekly active users | 1 billion+ (reported August 2026; 900 million in February 2026) | OpenAI, via press reporting |
| Perplexity monthly queries | 500+ million | Perplexity |

## Critical Insight: Brand Mentions > Backlinks

The rest: https://github.com/AgriciDaniel/claude-seo/blob/HEAD/skills/seo-geo/SKILL.md