AI-search visibility · Marketing intelligence
Making brand visibility in AI search observable
An AI workflow analyses how a brand appears across ChatGPT, Gemini, Perplexity, and Claude, then turns the findings into a structured report with concrete recommendations.
01 · The operating problem
Search visibility now includes answers generated beyond traditional search engines.
A brand can be present in Google yet be missing, misrepresented, or displaced by competitors when buyers ask AI systems for recommendations. Teams need to understand which prompts surface the brand, how it is described, and what evidence shapes those answers.
02 · What Zore built
One repeatable audit across AI answers and the signals behind them.
Zore built an AI workflow that examines brand mentions across ChatGPT, Gemini, Perplexity, and Claude. It also analyses the website, SEO, Schema Markup, content, social channels, and external mentions, then generates a report with findings and actions.
- Test the prompts and topics relevant to the brand’s market.
- Record whether and how the brand appears across major AI systems.
- Identify competitors recommended instead and the themes associated with each company.
- Review the website, SEO, structured data, content, and external signals.
- Generate a structured report with specific visibility recommendations.
03 · Operating result
A repeatable view of where the brand appears, disappears, and needs stronger evidence.
42DM uses the workflow for client work and its own monitoring. The result is not a one-off collection of screenshots but a structured audit connecting AI answers with practical improvements to content and web signals.
04 · Evidence boundary
No invented numbers.
No verified quantitative outcome has been supplied for this case, so none is displayed.
Source: Confirmed Zore project record. The implemented workflow and its use are confirmed. No quantitative business result is claimed because no verified numerical outcome has been supplied.
Pattern transfer
Useful wherever AI systems influence discovery and shortlisting.
- B2B services
- Complex software categories
- International brands
- Expert-led companies
Next step
Review your AI-search visibility.
Start with the questions your buyers ask and see which brands AI systems put in front of them.
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