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AI discovery: what merchants control

You control review volume, product identifiers, themes, feeds, and crawlable pages. You do not control ChatGPT or AI Overview rankings.

Ranqa ships Schema AggregateRating and Review, review theme summaries in JSON-LD and public JSON, per-review deep links, product-review feeds, and llms.txt / agents.md with AI crawlers allowed.

Smart collection prompts on company and product forms help reviews cover service, delivery, quality, and similar facets so themes and citations are richer.

Use the dashboard AI/SEO pack as a checklist of live artifacts. Do not claim guaranteed placement in ChatGPT, Gemini, or Google AI Overviews.

FAQ

Is llms.txt required for Google AI?
Google does not treat llms.txt specially; keep crawlable pages and structured data. llms.txt still helps other agents discover endpoints.
Where is the merchant explainer?
https://ranqa.me/for-business/ai-discovery