AI answer engines
AI Search, GEO & AEO
Make pages easier to quote, cite and retrieve across AI Overviews, ChatGPT, Perplexity, Gemini and Copilot.
Optimize for AI answer surfaces without chasing myths. The skill focuses on crawl access, passage clarity, entity consistency, original information gain and evidence-based measurement.
- Answer surfaces
- 5+
- Audit stages
- 8
- Evidence labels
- 3
- Crawler controls
- Per bot
Live scene
AI Search, GEO & AEO
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What AI Search, GEO & AEO actually does
AI search visibility starts with the same fundamentals as classic SEO: the page must be crawlable, fast, clear and trustworthy. This skill adds the layers that matter for answer engines — direct answers, self-contained passages, consistent entities and accessible source material.
It also separates confirmed guidance from experiments. GEO, AEO and LLMO are treated as working terms, not guarantees of citation, and recommendations are labelled by evidence strength.
Capabilities
What it helps your agent ship
Check whether AI crawlers can reach and render key pages.
Score passage clarity and answer-first structure.
Improve entity consistency across the site and off-site profiles.
Find quotable facts, definitions and original data.
Audit llms.txt and agent-readiness signals with evidence labels.
Measure citations and mentions over time instead of guessing.
Workflow
The process the skill follows
A repeatable sequence keeps the agent from jumping straight into edits before it understands the job.
- 01
Audit crawl access
Verify robots rules, bot-specific access, rendered content and index eligibility for key pages.
- 02
Score quotability
Review headings, direct answers, self-contained paragraphs and factual density.
- 03
Clarify entities
Make the brand, author, product and topic relationships consistent on and off site.
- 04
Add original value
Include first-hand data, tested results and specific examples that answer engines can cite.
- 05
Measure and iterate
Track AI referrals, mentions and citation patterns, then update the content that is not being surfaced.
Inside the pack
References and modules
These are the load-on-demand files or command groups that make the skill useful beyond a single prompt.
AI crawler access
Robots rules and content availability for AI search and answer engines.
Answer-first writing
Direct answers, self-contained passages and scannable structure.
Entity clarity
Consistent names, roles and relationships across the web presence.
Information gain
Original data, tested experience and specific examples worth citing.
Agent readiness
llms.txt, Markdown access, WebMCP and Lighthouse agentic checks.
Measurement
AI referral tracking, citation monitoring and time-series comparison.
Use cases
Where it earns its place
AI Overview readiness
Check whether the page answers the query clearly enough to be quoted.
Brand entity cleanup
Make the brand description, author identity and sameAs links consistent everywhere.
AI crawler policy
Decide which AI crawlers to allow and make sure the important content is accessible.
Prompt starters
Try one of these first
Copy a prompt into your agent. Replace the example URL with your own project or page.
Score this page for AI search visibility. Check crawler access, passage clarity, entities and information gain.
Audit our llms.txt and AI crawler rules. Label each recommendation by evidence strength.
Build a plan to measure citations in ChatGPT, Perplexity and AI Overviews without inventing data.
Keep exploring
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