Platform-specific AI search strategy: one market, separate evidence.
A platform-specific AI search strategy uses one approved company truth but measures each answer surface separately. Store the exact question, answer, citations, provider model, retrieval mode, region, language and time. Then act on the observed gap: improve crawlable owned evidence, strengthen an existing decision page, correct a fact or prepare a human-final contribution to a source that already shapes that provider's answers.
Founder of Eli · Researched and reviewed · 13 August 2026
ChatGPT
Gemini
Claude
Perplexity
Saved answer evidence
The question this page answers
Build separate evidence and actions for each AI answer platform
Why should provider cohorts remain separate?
Google AI features use Google's Search systems, Perplexity documents its own crawlers, OpenAI publishes controls for its search crawler and Anthropic exposes a distinct web-search tool. A blended score is useful for an overview, but it can hide which provider completed, failed, cited the company or used an independent source.
Which actions can be shared?
Accurate company facts, useful non-commodity pages, public accessibility, clear internal links and independent corroboration support the whole program. The measurement and next action still retain the provider that produced the evidence.
- Shared company truth
- Provider-level answer
- Exact cited URL
- Provider-level remeasurement
How should unavailable surfaces be reported?
Use explicit states such as measured, available but not run, temporarily unavailable, not connected, region restricted, not reproducible and unsupported. Never relabel an API response as evidence from a different consumer product or count an unavailable provider as a completed zero.
Questions buyers ask next
Can Gemini API output represent Google AI Overviews?
No. They are different answer surfaces and must be labelled and measured separately.
Should one visibility percentage combine every provider?
Only as a clearly defined overview. Decisions should preserve the underlying numerators, denominators and missing coverage by provider.
Does every provider need a different website?
No. Use one accurate public site and a coherent content architecture, then diagnose provider-specific retrieval, citation and recommendation gaps from observed evidence.
Primary sources
Evidence-to-outcome contract · updated 13 August 2026
Use this answer as a measured decision, not a ranking trick.
Question: preserve the exact commercial buyer question, provider, market, language and completed-answer denominator.
Evidence: inspect the literal answer and cited URLs, then verify product facts against the sources below.
Action: improve a relevant existing page first. Create a new destination only when the buyer intent is genuinely distinct.
Result: verify the public URL and remeasure the same cohort. Keep recommendations, visits, leads and revenue as separate evidence.
Find the buyer question you are losing
Run the free scan to see the observed competitors and evidence behind your first AI search gap. No ranking is promised or invented.
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