A tool idea for tracking whether AI recommends your company
An would check whether services like ChatGPT, Gemini, and Claude mention a company when people ask recommendation-style questions. Example questions include “best CRM for startups” or “best React agency in India.” Many businesses currently do not know whether AI tools are recommending them, ignoring them, or naming instead.
The tool would ask the same questions every day, record which companies appear, and show the results on a simple . The main questions are whether this information matters to businesses, whether they would pay for it, and whether similar tools already exist.
Key points
- The idea tracks whether ChatGPT, Gemini, and Claude mention a company in recommendation answers.
- It compares whether a business or its appear for the same daily questions.
- The results would be shown in a simple .
- The big unknown is whether businesses care enough to pay for this data.
- s can test the need manually first by checking their own niche questions.
Sources covering this story (4)
- r/microsaasA tool idea for tracking whether AI recommends your company ↗
- r/SaaSare saas teams actually doing anything with ai visibility data yet? ↗
- r/microsaasBuilt an AEO tool that tracks per-engine AI visibility and posts content to fix the gaps, looking for a few testers ↗
- r/microsaasAn AI assistant pretended my startup didn't exist and it turned into my whole product ↗