seo-geo — GEO / AI search, an agent skill published by agricidaniel/claude-seo
GEO / AI searchagricidaniel/claude-seoskills.sh ↗
Installs
5,268
deduplicated, at the last sync
Since we started
+3.5%
39 readings, about 2 hours apart. Not a live curve.
Our category
GEO / AI search
ours
Last read
Sep 5, 2026
from the directory
Our brief
oursThis skill performs Generative Engine Optimization (GEO) analysis to help users optimize content for various AI-powered search experiences, including Google AI Overviews, ChatGPT web search, and Perplexity. It analyzes structural elements like passage citability scoring, brand mention signals, and technical compliance such as llms.txt presence [3]. The goal is to apply SEO fundamentals specifically tailored for modern AI search surfaces.
- GEO-ANALYSIS.md report
- GEO Readiness Score (XX/100)
- URL of the content to analyze
not detected
The evidence does not contain information regarding required payments, paid plans, or API costs for using this skill.
not detected
The evidence does not mention any requirement to register an account to use the skill.
The skill cannot predict definitive search engine outcomes because third-party tools have no access to Google's internal ranking data [1]. Furthermore, it provides analysis based on published criteria and heuristics, rather than guaranteeing a specific rank or citation rate.
Evidencestatic findingsskills/seo-geo/references/google-ai-optimization-guide.md:1-52skills/seo-geo/references/llmstxt-evidence.md:1-42skills/seo-geo/SKILL.md:1-271
[{"code":"payment","match":"Stripe","path":"references/llmstxt-evidence.md"}]# Google AI Optimization Guide — primary-source synthesis (June 2026) Google published a dedicated **AI optimization guide** under Search Central docs (under the new "Generative AI fundamentals" section; announced via the Search Central blog 2026-05-15, doc last updated 2026-06-29). Its position is the most-cited primary source for how AI Overviews and AI Mode interact with Search ranking. Every claude-seo audit that touches GEO should treat this doc as the canonical reference and reject community claims that contradict it. **Primary source:** https://developers.google.com/search/docs/fundamentals/ai-optimization-guide (announcing blog: https://developers.google.com/search/blog/2026/05/a-new-resource-for-optimizing) > **Companion doc — third-party SEO tools (2026-06-05):** Google published > "Using third-party SEO tools, services, and advice." No tool guarantees > rankings; third-party tools have **no access to Google's internal ranking > data**; Google does not endorse vendors; evaluate AEO/GEO claims against > official guidance; Search Console is the authoritative first-party source. > claude-seo's scores are heuristics, not Google-internal signals — state this > honestly in r
# `/llms.txt` — evidence-based reframe (June 2026) ## TL;DR `/llms.txt` is **not currently consumed by any major AI search system**, and **Google now states in its own docs that Google Search ignores it**. Generate one anyway as low-cost optionality for non-Google AI services, but never present it as a Google ranking or citation lever in any claude-seo report. ## Primary-source evidence | Source | Date | What they said | |---|---|---| | **Google AI optimization guide** (docs) | 2026-06-29 | You don't need llms.txt/AI-text files for Google Search (incl. generative AI features); doing so "won't harm (nor help) your visibility or rankings in Google Search, **as Google Search ignores them**." | | **John Mueller** (Google) | 2026 | Called the llms.txt discovery/differentiation use case "a dead end." | | **John Mueller** (Google) — Reddit + Bluesky | 2025 | "No AI system currently uses llms.txt." Compared the file to deprecated meta keywords. | | **Gary Illyes** (Google) — Search Central Live | July 2025 | Google has no plans to support llms.txt. | | **SE Ranking** — 300k-domain study | November 2025 | Among the 50 most AI-cited domains, **only one** had an `/llms.txt`. | | **Otterly
--- name: seo-geo description: > Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility". user-invocable: true argument-hint: "[url]" license: MIT metadata: author: AgriciDaniel version: "2.2.5" category: seo --- # 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 G
Read 4 of 4 text files in the skill.
Installfrom the directory
npx skills add https://github.com/agricidaniel/claude-seoInstalling happens there, not here. We are an index with an opinion, not a mirror.
What is inside itfrom the directory
4 files — names only. The directory does not report sizes.
What the auditors foundfrom the directory
A skill is instructions your agent will follow and scripts it may run, so who checked it matters as much as how many people installed it.
Installs, reading by readingours
Axis starts at 5.1k, not zero — the range is 5.1k to 5.3k.
Asked out loudspoken, not typed
The same skill in the words people use speaking to an assistant rather than typing into a box. Each one carries the situation it came from, and each answer says only what the skill's own files support.
The evidence does not state whether payment is required to run the analysis. It only mentions a static finding related to Stripe in one of its reference files.
It performs Generative Engine Optimization (GEO) by analyzing how well your content is structured for AI search engines. It looks at things like brand mentions, structural readability, and if it's easy for AI crawlers to cite specific passages.
No. The evidence explicitly states that third-party tools have no access to Google's internal ranking data, and the scores generated are heuristics, not official signals.