AI Answer Watchdog

Monitor AI answers for wrong prices, outdated products, and false brand claims

Problem

Brands can pay for AI visibility tools that show how often ChatGPT mentions them, how they compare with competitors, and what sources are cited. But the real commercial risk is when the AI answer is wrong: wrong price, discontinued product, outdated description. Existing tools answer whether you are mentioned, not whether the mention is correct.

Solution

Users enter brand, products, prices, and key facts. The product regularly asks major AI systems questions, captures answers, compares them against the source of truth, flags wrong prices, outdated descriptions, and competitor confusion, and generates an actionable correction list with screenshot evidence.

Users

E-commerce brands, consumer brand marketing teams, SEO/GEO leads, agencies

MVP

Input brand and key facts; schedule questions to ChatGPT and other AI systems; capture answers; compare with fact base and flag inconsistencies; generate error reports with screenshot evidence; email or Slack alerts

Revenue

Subscription at $29–$99/month based on number of brands and check frequency; agency multi-brand plans; add-on correction suggestions and content optimization services

Why now

AI answers are becoming a new brand storefront, but visibility tools only solve half the problem. Correction is a clear gap, and an indie developer can differentiate quickly with API calls and rule-based comparison.