Agent skill

SEO Geo

by sickn33 in sickn33/agentic-awesome-skills

Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems.

MITAuto-check: notesMarketing & SEO

Install SEO Geo

skills CLI
$ npx skills add sickn33/agentic-awesome-skills --skill seo-geo -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install sickn33/agentic-awesome-skills seo-geo --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/seo-geo .claude/skills/seo-geo && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
seo-geo
GitHub stars
47k
Used in
2 other repos
Token cost
~2.2k tokens
SKILL.md length
994 words
Files
1
Skills in repo
1,497
Repo updated
First seen
Licence
MIT

At a glance

Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems.

  • Works in 5 steps: Citability Score (25%) → Structural Readability (20%) → Multi-Modal Content (15%) → …
  • Llms.txt readiness
  • SKILL.md covers When to Use, Key Statistics, Critical Insight: Brand… and GEO Analysis Criteria (Updated), plus 11 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

SEO Geo is an agent skill from sickn33/agentic-awesome-skills. Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering AI search optimization. It works with OpenAI and Perplexity. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.

When your agent uses it

  • Llms.txt readiness
  • Crawler accessibility
  • Passage-level citability

Example prompts

  • “/seo-geo”

Requirements

  • Pre-approved tools (allowed-tools): Read, Grep, Glob, Bash, WebFetch

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Citability Score (25%)
  2. Structural Readability (20%)
  3. Multi-Modal Content (15%)
  4. Authority & Brand Signals (20%)
  5. Technical Accessibility (20%)

What it can do on your machine

Read from SKILL.md and the folder at commit b84d35a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Grep
    • Glob
    • Bash
    • WebFetch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

SEO Geo loads about 2.2k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 994 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Grep, Glob, Bash, WebFetch

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 994 words, ~2,228 tokens.

Download SKILL.mdSave it as .claude/skills/seo-geo/SKILL.md (or your agent's skills folder).
name
seo-geo
description
Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.
allowed-tools
Read, Grep, Glob, Bash, WebFetch
risk
critical
source
https://github.com/AgriciDaniel/claude-seo
date_added
2026-03-21
user-invokable
true
argument-hint
[url]

AI Search / GEO Optimization (February 2026)

When to Use

  • Use when improving visibility in AI Overviews, ChatGPT, Perplexity, or similar AI search systems.
  • Use when evaluating llms.txt readiness, AI crawler access, or citation-oriented content structure.
  • Use when the user asks about GEO, AI SEO, LLM visibility, or AI citations.

Key Statistics

MetricValueSource
AI Overviews reach1.5 billion users/month across 200+ countriesGoogle
AI Overviews query coverage50%+ of all queriesIndustry data
AI-referred sessions growth527% (Jan-May 2025)SparkToro
ChatGPT weekly active users900 millionOpenAI
Perplexity monthly queries500+ millionPerplexity

Brand mentions correlate 3x more strongly with AI visibility than backlinks. (Ahrefs December 2025 study of 75,000 brands)

SignalCorrelation with AI Citations
YouTube mentions~0.737 (strongest)
Reddit mentionsHigh
Wikipedia presenceHigh
LinkedIn presenceModerate
Domain Rating (backlinks)~0.266 (weak)

Only 11% of domains are cited by both ChatGPT and Google AI Overviews for the same query, so platform-specific optimization is essential.


GEO Analysis Criteria (Updated)

1. Citability Score (25%)

Optimal passage length: 134-167 words for AI citation.

Strong signals:

  • Clear, quotable sentences with specific facts/statistics
  • Self-contained answer blocks (can be extracted without context)
  • Direct answer in first 40-60 words of section
  • Claims attributed with specific sources
  • Definitions following "X is..." or "X refers to..." patterns
  • Unique data points not found elsewhere

Weak signals:

  • Vague, general statements
  • Opinion without evidence
  • Buried conclusions
  • No specific data points
2. Structural Readability (20%)

92% of AI Overview citations come from top-10 ranking pages, but 47% come from pages ranking below position 5, demonstrating different selection logic.

Strong signals:

  • Clean H1->H2->H3 heading hierarchy
  • Question-based headings (matches query patterns)
  • Short paragraphs (2-4 sentences)
  • Tables for comparative data
  • Ordered/unordered lists for step-by-step or multi-item content
  • FAQ sections with clear Q&A format

Weak signals:

  • Wall of text with no structure
  • Inconsistent heading hierarchy
  • No lists or tables
  • Information buried in paragraphs
3. Multi-Modal Content (15%)

Content with multi-modal elements sees 156% higher selection rates.

Check for:

  • Text + relevant images
  • Video content (embedded or linked)
  • Infographics and charts
  • Interactive elements (calculators, tools)
  • Structured data supporting media
4. Authority & Brand Signals (20%)

Strong signals:

  • Author byline with credentials
  • Publication date and last-updated date
  • Citations to primary sources (studies, official docs, data)
  • Organization credentials and affiliations
  • Expert quotes with attribution
  • Entity presence in Wikipedia, Wikidata
  • Mentions on Reddit, YouTube, LinkedIn

Weak signals:

  • Anonymous authorship
  • No dates
  • No sources cited
  • No brand presence across platforms
5. Technical Accessibility (20%)

AI crawlers do NOT execute JavaScript. Server-side rendering is critical.

Check for:

  • Server-side rendering (SSR) vs client-only content
  • AI crawler access in robots.txt
  • llms.txt file presence and configuration
  • RSL 1.0 licensing terms

AI Crawler Detection

Check robots.txt for these AI crawlers:

CrawlerOwnerPurpose
GPTBotOpenAIChatGPT web search
OAI-SearchBotOpenAIOpenAI search features
ChatGPT-UserOpenAIChatGPT browsing
ClaudeBotAnthropicClaude web features
PerplexityBotPerplexityPerplexity AI search
CCBotCommon CrawlTraining data (often blocked)
anthropic-aiAnthropicClaude training
BytespiderByteDanceTikTok/Douyin AI
cohere-aiCohereCohere models

Recommendation: Allow GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot for AI search visibility. Block CCBot and training crawlers if desired.


llms.txt Standard

The emerging llms.txt standard provides AI crawlers with structured content guidance.

Location: /llms.txt (root of domain)

Format:

# Title of site
> Brief description

## Main sections
- `Page title -> https://example.com/page`: Description
- `Another page -> https://example.com/another-page`: Description

## Optional: Key facts
- Fact 1
- Fact 2

Check for:

  • Presence of /llms.txt
  • Structured content guidance
  • Key page highlights
  • Contact/authority information

RSL 1.0 (Really Simple Licensing)

New standard (December 2025) for machine-readable AI licensing terms.

Backed by: Reddit, Yahoo, Medium, Quora, Cloudflare, Akamai, Creative Commons

Check for: RSL implementation and appropriate licensing terms.


Show full SKILL.md (418 more words)Show less

Platform-Specific Optimization

PlatformKey Citation SourcesOptimization Focus
Google AI OverviewsTop-10 ranking pages (92%)Traditional SEO + passage optimization
ChatGPTWikipedia (47.9%), Reddit (11.3%)Entity presence, authoritative sources
PerplexityReddit (46.7%), WikipediaCommunity validation, discussions
Bing CopilotBing index, authoritative sitesBing SEO, IndexNow

Output

Generate GEO-ANALYSIS.md with:

  1. GEO Readiness Score: XX/100
  2. Platform breakdown (Google AIO, ChatGPT, Perplexity scores)
  3. AI Crawler Access Status (which crawlers allowed/blocked)
  4. llms.txt Status (present, missing, recommendations)
  5. Brand Mention Analysis (presence on Wikipedia, Reddit, YouTube, LinkedIn)
  6. Passage-Level Citability (optimal 134-167 word blocks identified)
  7. Server-Side Rendering Check (JavaScript dependency analysis)
  8. Top 5 Highest-Impact Changes
  9. Schema Recommendations (for AI discoverability)
  10. Content Reformatting Suggestions (specific passages to rewrite)

Quick Wins

  1. Add "What is [topic]?" definition in first 60 words
  2. Create 134-167 word self-contained answer blocks
  3. Add question-based H2/H3 headings
  4. Include specific statistics with sources
  5. Add publication/update dates
  6. Implement Person schema for authors
  7. Allow key AI crawlers in robots.txt

Medium Effort

  1. Create /llms.txt file
  2. Add author bio with credentials + Wikipedia/LinkedIn links
  3. Ensure server-side rendering for key content
  4. Build entity presence on Reddit, YouTube
  5. Add comparison tables with data
  6. Implement FAQ sections (structured, not schema for commercial sites)

High Impact

  1. Create original research/surveys (unique citability)
  2. Build Wikipedia presence for brand/key people
  3. Establish YouTube channel with content mentions
  4. Implement comprehensive entity linking (sameAs across platforms)
  5. Develop unique tools or calculators

DataForSEO Integration (Optional)

If DataForSEO MCP tools are available, use ai_optimization_chat_gpt_scraper to check what ChatGPT web search returns for target queries (real GEO visibility check) and ai_opt_llm_ment_search with ai_opt_llm_ment_top_domains for LLM mention tracking across AI platforms.

Error Handling

ScenarioAction
URL unreachable (DNS failure, connection refused)Report the error clearly. Do not guess site content. Suggest the user verify the URL and try again.
AI crawlers blocked by robots.txtReport exactly which crawlers are blocked and which are allowed. Provide specific robots.txt directives to add for enabling AI search visibility.
No llms.txt foundNote the absence and provide a ready-to-use llms.txt template based on the site's content structure.
No structured data detectedReport the gap and provide specific schema recommendations (Article, Organization, Person) for improving AI discoverability.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/seo-geo of sickn33/agentic-awesome-skills.

Open the folder on GitHubat commit b84d35a

Used in 2 other repositories

We found 11 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

SEO Geo next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

SEO Geo compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
SEO Geo this skillsickn33/agentic-awesome-skills47k2 repos~2.2kAutomated safety check: NotesMIT
Nuxt Geo Best Practicesvinayakkulkarni/nxui212—~1.9kAutomated safety check: PassMIT
SEO ProfoundAgriciDaniel/claude-seo19k1 repos~441Automated safety check: PassMIT
AI Search Visibility Auditdavepoon/buildwithclaude3.6k—~2.4kAutomated safety check: PassMIT
Geo Fundamentalswasp-lang/wasp19k9 repos~861Automated safety check: PassMIT
SEO GeoReScienceLab/opc-skills1.8k4 repos~2.1kAutomated safety check: PassApache-2.0

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Questions about SEO Geo

What does SEO Geo do?

Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. SEO Geo is an agent skill from sickn33/agentic-awesome-skills. Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems.

When should I use SEO Geo?

SEO Geo fits situations like: llms.txt readiness; crawler accessibility; passage-level citability.

How do I install SEO Geo in Claude Code?

Run `npx skills add sickn33/agentic-awesome-skills --skill seo-geo -a claude-code`. Or copy the skill folder (skills/seo-geo in sickn33/agentic-awesome-skills) into .claude/skills/seo-geo in your project. Claude Code loads it when a task matches its description.

How do I install SEO Geo in Codex?

Run `npx skills add sickn33/agentic-awesome-skills --skill seo-geo -a codex`. Or copy the skill folder (skills/seo-geo in sickn33/agentic-awesome-skills) into .agents/skills/seo-geo in your project. Codex loads it when a task matches its description.

Can I use SEO Geo in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill seo-geo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/seo-geo, .gemini/skills/seo-geo, .github/skills/seo-geo and .opencode/skills/seo-geo in your project.

What does SEO Geo need to run?

SKILL.md names no scripts, command-line tools or credentials: SEO Geo is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash, WebFetch.

Does SEO Geo access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is SEO Geo safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does SEO Geo use?

SEO Geo is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does SEO Geo use?

About 2.2k tokens (SKILL.md is roughly 8.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to SEO Geo?

Skills that share tags, products or a category with SEO Geo: Nuxt Geo Best Practices (vinayakkulkarni/nxui, 212 stars), SEO Profound (AgriciDaniel/claude-seo, 19k stars), AI Search Visibility Audit (davepoon/buildwithclaude, 3.6k stars) and Geo Fundamentals (wasp-lang/wasp, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains SEO Geo?

sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,497 skills in this directory. The repository was last updated on October 9, 2026.

Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.