AI search

AI Search Visibility: How Trust Tools Get Cited by LLMs

Generative search engines — ChatGPT search, Perplexity, Google AI Overviews, Claude — cite sites that publish structured, semantically clear, entity-rich pages. Here's the model trust tools use to stay visible inside AI answers.

See the Trust Hub

Quick summary

  • LLMs cite structured, entity-clear, schema-rich pages.
  • FAQPage + BreadcrumbList schema raise citation odds.
  • Define the entity in the first 200 words.
  • Topical depth beats keyword density.

Why structure beats keywords

LLMs sample pages for short, citable propositions. Pages that wrap key facts in clear headings, definitions, and FAQ blocks give a model unambiguous spans to quote. Wall-of-text pages do not — even when they rank in classic search.

The minimum schema set

  • Article on every guide.
  • FAQPage with at least four Q&A pairs.
  • BreadcrumbList for entity ancestry.
  • Organization sitewide for source attribution.

Troubleshooting workflow

Run through these steps in order. Each step links to the right diagnostic tool.

  1. 1

    Define the entity

    Open with a one-sentence definition of the topic.

    Open Browse guides
  2. 2

    Add FAQ schema

    Four clean Q&A pairs answer most LLM follow-ups.

    Open See an example
  3. 3

    Cross-link the cluster

    Internal links signal topical authority to retrievers.

    Open Trust Hub
  4. 4

    Cite primary sources

    External authoritative links increase trust scoring.

    Open Guides
  5. 5

    Monitor referrals

    Watch for traffic from AI surfaces over time.

    Open Dashboard

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Frequently asked questions

What do LLMs actually prefer in source pages?

Clear H1, explicit FAQ blocks with FAQPage schema, BreadcrumbList, entity-named headings, and tight definitions in the first 200 words.

Do backlinks still matter?

Yes, but topical entity authority matters more than raw link volume. Being the canonical answer for a narrow entity beats being a weak mention on many.

How do I know if my site is being cited?

Track referral traffic from openai.com, perplexity.ai, and google.com /search?... q=*+ai with the AI Overview parameter. Most analytics now break these out.

Monitor it continuously

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