SaaS

Tell small brands whether AI chatbots recommend them

A monthly tool that keeps asking AI assistants the questions buyers ask and reports whether a business's brand gets recommended. Small brands pay to see whether they are being left out of AI answers.

The hard part: standing out from similar trackers and showing brands what to do with the results.

Setup 1 weekRuns $40/moYour time A weekly check-inReadiness Readiness 38 out of 100Light on detailHow we score thisNeeds ChatGPTGeminiDecision modelSupabaseVercelStripe

Who pays

Small brands pay a monthly subscription for regular reports on whether AI assistants mention them when buyers ask for recommendations. One builder reports €49 in monthly recurring revenue, which is their own claim. They did not share their price, so the plan price is our suggestion to test.

How to build it

  1. Collect each brand's buyer questions

    When a customer signs up, have them list their brand, their main competitors, and 10-20 questions a buyer might ask, such as 'best running shoes for flat feet'.

  2. Ask the AI assistants on a schedule

    Each week, send those questions to ChatGPT and Gemini and save every answer in Supabase.

  3. Check each answer for the brand

    Ask a decision model (a fast AI that only makes yes/no or sorting calls) whether each answer recommends the brand, a competitor, or neither.

  4. Build a simple report page

    Use Claude Code or Cursor to build a dashboard on Vercel that shows, week by week, which questions mention the brand and which competitors show up instead.

  5. Charge a monthly plan

    Add Stripe Checkout with a monthly plan priced by how many questions are tracked.

Sources on X

  • RaphaelAubryy · Sep 3, 2026

    RaphaelAubryy reports €49 MRR, which is the poster's own figure, from a tool that tracks whether AI actually recommends your brand when a buyer asks. The poster calls it tiny but says someone is paying real money for it.

Ideas are curated from public posts and untested by us. Read the full note.