AI Search & Answer Engine Optimization (GEO)

Improve how assistants retrieve, summarize, and cite your pages.

For traditional SEO: Use marketing-seo-complete instead.

Quick start (30–60 min)

1. Build a query bank (30–100 queries): problems, comparisons, “best”, “vs”, integrations, and pricing questions.
2. Confirm assistants can fetch content (robots/WAF/SSR): use

   assets/audits/crawler-access-audit.md

   .
3. Run a baseline visibility audit: use

   assets/audits/search-visibility-audit.md

   and

   assets/audits/ai-search-content-audit.md

   .
4. Ship one high-leverage page update: use

   assets/content/ai-search-content-brief.md

   +

   assets/content/answer-focused-article-template.md

   .
5. Set up measurement + retest cadence: use

   references/measurement-analytics.md

   and

   assets/testing/ai-search-testing-protocol.md

   .

Core workflow

1) Decide scope (avoid wasted work)

• Confirm discovery channel: check whether your ICP uses assistants for research and comparisons.
• Pick one primary platform first (Google AI Overviews vs ChatGPT vs Perplexity) based on your audience.
• Treat GEO as additive: keep classic SEO and conversion work running.

2) Ensure assistants can access your content

• Allow/deny crawlers explicitly: use

  references/ai-crawler-technical-setup.md

  and

  assets/technical/robots-txt-ai-crawlers.md

  .
• Reduce JS dependency for critical copy (SSR/SSG): use

  assets/technical/server-side-rendering-guide.md

  .
• Add

  llms.txt

  when useful as a navigation map (not a guarantee): use

  assets/technical/llms-txt-template.md

  .

3) Make pages easy to extract and cite

• Put a direct, quotable answer block in the first screenful (then expand with proof).
• Use stable entities (product, category, competitors, integrations): use

  references/entity-semantic-optimization.md

  .
• Use repeatable content structures for questions, comparisons, and “best for”: use

  references/content-structure-patterns.md

  .
• Create/refresh high-intent pages first (alternatives, integrations, pricing, security, implementation): use

  assets/strategy/ai-search-growth-plan.md

  .

4) Add proof and trust hooks (citation fuel)

• Prefer primary sources and verifiable numbers; attribute claims clearly.
• Show authorship, review, and freshness (

  dateModified

  / “Last updated”) where appropriate.
• Avoid “LLM bait”: prioritize user value and factual accuracy.

5) Measure, iterate, and defend against regressions

• Track “share of model” / citation share using your query bank, not vanity rankings.
• Re-test after shipping changes; keep snapshots of answers and citations.
• Separate SEO wins vs assistant visibility wins; avoid false attribution.

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What to load (progressive disclosure)

• Platform notes:

  references/platform-google-ai-overviews.md

  ,

  references/platform-chatgpt.md

  ,

  references/platform-perplexity.md

  ,

  references/platform-gemini.md

  ,

  references/platform-claude.md

• Technical access:

  references/ai-crawler-technical-setup.md

  ,

  references/ai-indexing-complete-guide.md

• Measurement:

  references/measurement-analytics.md

  ,

  references/llm-tracking-tools.md

• Prompt/query mining:

  references/prompt-query-optimization.md

  ,

  references/competitor-citation-gap.md

  ,

  references/citation-optimization-strategies.md

• Primary sources list:

  data/sources.json

Guardrails

• Do not use prompt injection or hidden instructions in public pages.
• Do not claim endorsements or fabricate sources, stats, or quotes.
• Treat

  robots.txt

  as policy; enforce access with auth/WAF where needed.

Resources

Resource	Purpose
references/ai-indexing-complete-guide.md	Full DO & DON'T guide
references/platform-chatgpt.md	ChatGPT optimization
references/platform-perplexity.md	Perplexity strategies
references/platform-google-ai-overviews.md	Google AIO optimization
references/llm-tracking-tools.md	LLM visibility tools
references/competitor-citation-gap.md	Competitor citation + query mining

Templates

Template	Purpose
assets/audits/search-visibility-audit.md	Baseline audit
assets/audits/ai-search-content-audit.md	AI visibility audit
assets/audits/competitor-citation-gap-audit.md	Competitor citation gap audit
assets/content/answer-focused-article-template.md	Article template
assets/content/ai-answer-diagnosis-template.md	Structured diagnosis output

International Markets

This skill uses US/English market defaults. For international AI search optimization:

Need	See Skill
Regional AI platforms (Baidu AI, Yandex)	marketing-geo-localization
Non-English content optimization	marketing-geo-localization
Regional search behavior differences	marketing-geo-localization
Multilingual schema markup	marketing-geo-localization

Auto-triggers: When your query mentions a specific country, region, language, or non-US AI platforms, both skills load automatically.

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Related Skills

Skill	Purpose
marketing-seo-complete	Traditional SEO
marketing-content-strategy	Content planning
software-frontend	SSR implementation
project-aeo-monitoring-tools	Build custom AEO monitoring infrastructure (APIs, scraping, pipelines)