ChatGPT
Purchasing questions and supplier shortlists
Technology / Platform Scope
Six platforms. Continuous visibility tracking.
Start with one consistent set of brand facts, then record performance by platform, language and purchasing scenario.
Gemini
Brand facts and application context
Google AI Overviews
Source citations in search answers
Google AI Mode
Complex comparisons and multi-turn purchasing questions
Claude
Technical content and brand descriptions
Grok
Public sources and brand information
A shared brand foundation. Clearly defined observations.
Questions reflect the buying scenario
Record the buyer role, target market and question conditions. Tasks and answer formats differ between platforms; retain the original responses.
Facts remain consistent across channels
Align company names, product relationships, specifications and evidence sources to reduce conflicting information.
Assess each platform separately
Track mentions, citations, shortlist recommendations and factual accuracy by platform. Coverage does not imply an official partnership or a guaranteed recommendation.