AI SEARCH VISIBILITY / AI Search Visibility

When a customer asks AI “who should I choose?”, what part of that opportunity does AI Search Visibility affect?

The commercial opportunity begins before a website visit: a brand must first be eligible to appear when a customer asks AI what to choose.

Check My AI Visibility Free →Open Reference Glossary →

Definition

How discoverable, understandable, source-eligible and clickable a website is across generative AI search experiences.

What does Google say?

Google now publishes official guidance for succeeding in generative AI Search features and provides dedicated Search Console visibility reporting for AI Overviews, AI Mode and related experiences.

What it means for AI systems

AI search systems retrieve candidate pages, evaluate relevant passages and present links or citations when useful.

Why it matters to a website owner

The commercial opportunity begins before a website visit: a brand must first be eligible to appear when a customer asks AI what to choose.

How HTML&HTML measures it

HTML&HTML combines crawler access, technical eligibility, answer extractability, entity integrity, source-worthiness and conversion-path evidence.

What it does not guarantee

No tool can guarantee an AI recommendation, citation, ranking, click, customer or revenue outcome.

Official / primary sources

Your customer asks AI ‘who should I choose?’ Is your website in the consideration set?

HTML&HTML prepares your website for visibility, citation eligibility and recommendation opportunity across AI search experiences. It shows measurable website-side blockers that can prevent discovery, understanding and source consideration.

BE DISCOVERABLE BY AI

robots.txt, sitemaps, canonicals, indexability and AI crawler access form the discovery foundation.

BE UNDERSTANDABLE

GEO, AEO, LLMO, entity graphs, schema and answer extractability reduce machine ambiguity.

BE SOURCE-READY

RAG/retrieval, original information, E-E-A-T, freshness and evidence support source eligibility.

TURN OPPORTUNITY INTO DEMAND

AAO, accessible journeys, intact links, measurable referrals and clear CTAs connect AI discovery to commercial action.

Recommendations, rankings, citations, traffic, customers and revenue are not guaranteed. HTML&HTML measures website-side technical and content blockers; it does not claim control over external AI systems.

Grounded in primary guidance

Google

Google publishes official guidance for generative AI Search, recognizes GEO/AEO as market terms but treats this work as SEO for Google Search, says there are no special extra AI Overview/AI Mode requirements, and says Google Search does not use llms.txt for this visibility.

Open source ↗

OpenAI

OpenAI says any public website can appear in ChatGPT Search and OAI-SearchBot access helps content be discovered, surfaced, clearly cited and linked.

Open source ↗

Google Search Console

Google announced dedicated generative AI Search visibility reporting in Search Console and worldwide rollout in 2026.

Open source ↗