AI Recommendation Visibility Tracker

See if ChatGPT recommends your SaaS, and how your ranking changes over time

Problem

SaaS founders are starting to wonder: when a prospect asks ChatGPT for 'the best tool in category X', is my product even in the answer? One founder explicitly said they have no idea whether they show up and can't track result changes manually, and asked for a free way to monitor it.

Solution

Users enter their product, category keywords and competitors. The system periodically asks the same prompts across multiple AI assistants (with optional region/language variants), logs whether the brand is mentioned, its rank, and the phrasing used. It produces a trend dashboard and emails alerts when rankings drop or the brand disappears.

Users

Indie developers, early-stage SaaS founders, small marketing teams

MVP

Configure 5–10 category prompts; schedule daily calls to OpenAI/Anthropic/Perplexity and store raw answers; compute mention rate and rank via keyword matching; provide a trend line chart and competitor comparison table; email alerts when the brand drops out

Revenue

Free tier: 20 queries/month and 1 product; paid subscriptions tiered by number of monitored prompts and query frequency ($9–$49/mo); white-label reports for agencies

Why now

More users ask AI directly instead of clicking search results, making visibility in AI answers the new SEO. Cheap, usable tracking tools are still missing, and API costs are low enough for a solo developer to maintain.