Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) specialist.
$ npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install thatrebeccarae/claude-marketing aeo-geo-optimizer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/aeo-geo-optimizer .claude/skills/aeo-geo-optimizer && rm -rf skills-srcUse ~/.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/
Install the "aeo-geo-optimizer" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizer into .claude/skills/aeo-geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeo-geo-optimizer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install thatrebeccarae/claude-marketing aeo-geo-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/aeo-geo-optimizer .agents/skills/aeo-geo-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aeo-geo-optimizer" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizer into .agents/skills/aeo-geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeo-geo-optimizer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install thatrebeccarae/claude-marketing aeo-geo-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/aeo-geo-optimizer .cursor/skills/aeo-geo-optimizer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aeo-geo-optimizer" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizer into .cursor/skills/aeo-geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeo-geo-optimizer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/thatrebeccarae/claude-marketing.git --path skills/aeo-geo-optimizer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install thatrebeccarae/claude-marketing aeo-geo-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/aeo-geo-optimizer .gemini/skills/aeo-geo-optimizer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aeo-geo-optimizer" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizer into .gemini/skills/aeo-geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeo-geo-optimizer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install thatrebeccarae/claude-marketing aeo-geo-optimizerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/aeo-geo-optimizer .github/skills/aeo-geo-optimizer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aeo-geo-optimizer" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizer into .github/skills/aeo-geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeo-geo-optimizer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install thatrebeccarae/claude-marketing aeo-geo-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thatrebeccarae/claude-marketing.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/aeo-geo-optimizer .opencode/skills/aeo-geo-optimizer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aeo-geo-optimizer" agent skill from https://github.com/thatrebeccarae/claude-marketing/tree/main/skills/aeo-geo-optimizer into .opencode/skills/aeo-geo-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aeo-geo-optimizer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
aeo-geo-optimizerAnswer Engine Optimization (AEO) and Generative Engine Optimization (GEO) specialist.
Aeo Geo Optimizer is an agent skill from thatrebeccarae/claude-marketing. Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) specialist. Optimize content and websites to appear in AI-generated answers from ChatGPT, Perplexity, Claude, Google AI Overviews, and other LLM-powered search experiences. Use when the user asks about AI search optimization, AEO, GEO, AI Overviews, appearing in AI answers, LLM citations, or optimizing for generative search.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `EXAMPLES.md` and `REFERENCE.md`).
It sits in Marketing & SEO, covering AI search optimization. It works with OpenAI and Perplexity. The repository describes itself as: A full marketing department for Claude Code. Skill packs for Klaviyo, Shopify, GA4, Looker Studio, paid media, and more. Audit, optimize, and report using natural language. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a8a63ec. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Aeo Geo Optimizer loads about 2.5k tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 978 words of instructions outside code blocks.
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.
The automated check found no risky patterns in SKILL.md.
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.
The full file from thatrebeccarae/claude-marketing at commit a8a63ec, republished under its MIT licence (© thatrebeccarae). 978 words, ~2,452 tokens.
.claude/skills/aeo-geo-optimizer/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Optimize content and websites for AI-powered search experiences — ChatGPT, Perplexity, Claude, Google AI Overviews, and Bing Copilot.
git clone https://github.com/thatrebeccarae/claude-marketing.git && cp -r claude-marketing/skills/aeo-geo-optimizer ~/.claude/skills/Traditional SEO optimizes for 10 blue links. AEO/GEO optimizes for AI-generated answers. When someone asks ChatGPT or Perplexity a question, the answer synthesizes from sources — and those sources get cited, linked, and trusted. If your content is not structured for AI consumption, you are invisible in the fastest-growing search channel.
| Dimension | Traditional SEO | AEO (Answer Engine) | GEO (Generative Engine) |
|---|---|---|---|
| Target | Google/Bing SERPs | Featured snippets, AI Overviews, voice assistants | ChatGPT, Perplexity, Claude citations |
| Goal | Rank on page 1 | Be THE answer | Be cited in AI-generated responses |
| Content format | Long-form, keyword-rich | Concise, structured Q&A | Authoritative, quotable, fact-dense |
| Signals | Backlinks, keywords, UX | Schema markup, direct answers, authority | E-E-A-T, data density, citation-worthiness |
| Measurement | Rankings, traffic | Answer box appearance, voice search hits | AI citation tracking, brand mentions in AI |
AI models prioritize sources based on:
Test AI citation presence: Query ChatGPT, Perplexity, and Google AI Overviews with questions your content should answer. Document which queries cite your content vs competitors.
Check structured data: Validate schema markup coverage using Google Rich Results Test or Schema.org validator.
Evaluate content structure: Score each page on AEO readiness using the Content Scorecard below.
Rate each piece of content (1-5) on these dimensions:
| Dimension | Score 1 (Poor) | Score 5 (Excellent) |
|---|---|---|
| Direct answers | Buried in paragraphs | Clear Q&A format, first-sentence answers |
| Data density | Opinions without evidence | Specific numbers, percentages, dates |
| Source attribution | No citations | Named sources, linked studies |
| Structure | Wall of text | H2/H3 hierarchy, lists, tables |
| Schema markup | None | Article, FAQ, HowTo, or relevant type |
| Freshness signals | No dates | Published date, "Updated" date, recent data |
| Author authority | No byline | Named author with expertise credentials |
| Quotability | Meandering prose | Crisp, self-contained statements AI can extract |
Scoring: 32-40 = AI-ready. 24-31 = Needs optimization. Below 24 = Major rework needed.
The Direct Answer Pattern:
## [Question as H2]
[One-sentence direct answer.] [Supporting context in 2-3 sentences.]
**Key details:**
- [Specific data point]
- [Specific data point]
- [Source attribution]The Definition Pattern:
## What Is [Term]?
[Term] is [clear, concise definition in one sentence]. [Elaboration with context.] [How it differs from related concepts.]The Comparison Pattern:
## [X] vs [Y]: Key Differences
| Dimension | [X] | [Y] |
|-----------|-----|-----|
| [Aspect 1] | [Specific detail] | [Specific detail] |
| [Aspect 2] | [Specific detail] | [Specific detail] |
**Bottom line:** [One-sentence recommendation with reasoning.]The Statistics Pattern:
## [Topic] Statistics ([Year])
- **[Stat 1]**: [Number] ([Source, Year])
- **[Stat 2]**: [Number] ([Source, Year])
- **[Stat 3]**: [Number] ([Source, Year])
*Sources: [List with links]*| Crawler | User Agent | Purpose |
|---|---|---|
| OpenAI | GPTBot | ChatGPT training and browsing |
| Anthropic | anthropic-ai, ClaudeBot | Claude training and citations |
| Perplexity | PerplexityBot | Perplexity search citations |
| Google-Extended | Gemini/AI Overview training | |
| Microsoft | Bingbot (+ AI signals) | Bing Copilot citations |
| Meta | Meta-ExternalAgent | Meta AI features |
| Apple | Applebot-Extended | Apple Intelligence |
# Allow AI crawlers for maximum AI search visibility
User-agent: GPTBot
Allow: /
User-agent: anthropic-ai
Allow: /
User-agent: ClaudeBot
Allow: /
User-agent: PerplexityBot
Allow: /
User-agent: Google-Extended
Allow: /Decision framework: If your goal is AI visibility (AEO/GEO), allow all AI crawlers. If you have licensing concerns about training data, selectively block training-only crawlers while allowing search/citation crawlers.
| Method | What It Tracks | Tools |
|---|---|---|
| Manual citation checks | Query AI platforms, document citations | ChatGPT, Perplexity, Google |
| Server log analysis | AI crawler frequency and pages crawled | Log analyzers, custom scripts |
| Brand mention monitoring | Your brand/content mentioned in AI answers | Manual checks, brand monitoring tools |
| Referral traffic | Traffic from AI platforms | GA4 (check referral sources for chat.openai.com, perplexity.ai) |
| Schema validation | Structured data coverage and errors | Google Search Console, Rich Results Test |
© thatrebeccarae, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files in skills/aeo-geo-optimizer of thatrebeccarae/claude-marketing.
Open the folder on GitHubat commit a8a63ec
Aeo Geo Optimizer 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aeo Geo Optimizer this skillthatrebeccarae/claude-marketing | 161 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| GEO-First SEO Audit Toolzubair-trabzada/geo-seo-claude | 11k | — | ~2.8k | Automated safety check: Notes | MIT | |
| Qiaomu SEOjoeseesun/qiaomu-seo | 441 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Fire Your SEO Agencyleopard627/fire-your-seo-agency | 711 | — | ~1.1k | Automated safety check: Pass | MIT |
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
ReScienceLab/opc-skills
SEO & GEO (Generative Engine Optimization) for websites. An agent skill from ReScienceLab/opc-skills.
zubair-trabzada/geo-seo-claude
Audits a website for AI search visibility across ChatGPT, Claude, Perplexity and Google AI Overviews while checking traditional SEO, schema and E-E-A-T content quality.
joeseesun/qiaomu-seo
Audit, diagnose, research, plan, implement, experiment on, and verify website SEO across Google, Bing, and AI-search surfaces.
leopard627/fire-your-seo-agency
SEO·AEO·GEO·LLMO·NEO(네이버) 다섯 레인을 진단하고 직접 구현하며, 인용되는 콘텐츠를 계속 생산하는 서브 블로그·콘텐츠 운영 파이프라인까지 세팅하는 스킬.
Yuzzyuk/marketing-os
A complete marketing department in one skill. An agent skill from Yuzzyuk/marketing-os.
thatrebeccarae/claude-marketing
Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements.
thatrebeccarae/claude-marketing
Comprehensive content marketing toolkit with brand voice analysis, SEO optimization scripts, content frameworks, social media strategy, and content calendar planning.
thatrebeccarae/claude-marketing
Klaviyo marketing operations and analyst expertise. An agent skill from thatrebeccarae/claude-marketing.
thatrebeccarae/claude-marketing
Klaviyo API and developer integration expertise. An agent skill from thatrebeccarae/claude-marketing.
thatrebeccarae/claude-marketing
Looker Studio (formerly Google Data Studio) expertise. An agent skill from thatrebeccarae/claude-marketing.
thatrebeccarae/claude-marketing
Shopify e-commerce platform marketing expertise. An agent skill from thatrebeccarae/claude-marketing.
Works with
Categories
Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) specialist. Aeo Geo Optimizer is an agent skill from thatrebeccarae/claude-marketing. Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) specialist.
Aeo Geo Optimizer fits situations like: the user asks about AI search optimization; appearing in AI answers; optimizing for generative search.
Run `npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a claude-code`. Or copy the skill folder (skills/aeo-geo-optimizer in thatrebeccarae/claude-marketing) into .claude/skills/aeo-geo-optimizer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a codex`. Or copy the skill folder (skills/aeo-geo-optimizer in thatrebeccarae/claude-marketing) into .agents/skills/aeo-geo-optimizer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add thatrebeccarae/claude-marketing --skill aeo-geo-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aeo-geo-optimizer, .gemini/skills/aeo-geo-optimizer, .github/skills/aeo-geo-optimizer and .opencode/skills/aeo-geo-optimizer in your project.
Going by SKILL.md and its folder, Aeo Geo Optimizer needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Aeo Geo Optimizer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 9.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Aeo Geo Optimizer: Geo Fundamentals (wasp-lang/wasp, 19k stars), SEO Geo (ReScienceLab/opc-skills, 1.8k stars), GEO-First SEO Audit Tool (zubair-trabzada/geo-seo-claude, 11k stars) and Qiaomu SEO (joeseesun/qiaomu-seo, 441 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
thatrebeccarae (a GitHub user) maintains it in thatrebeccarae/claude-marketing, which has 161 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on May 14, 2026.
Source: thatrebeccarae/claude-marketing on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.