AI Search Visibility Gatekeeper

Test whether AI search recommends you when buyers ask real questions

Problem

Founders type their own company name into ChatGPT, get a clean summary and feel fine. Real buyers type "best scheduling software for a 40-person clinic" or "alternatives to X", and those are the prompts where the shortlist gets written. AI answers are also absorbing top-of-funnel traffic, so rankings matter less than being the cited source.

Solution

A self-audit tool that runs buyer-style prompt templates across multiple AI search engines and models, records whether the brand appears, at what rank, and who replaces it, then suggests content fixes and tracks weekly movement.

Users

B2B SaaS founders, indie hackers, and SEO or content-growth leads

MVP

Industry-based buyer prompt templates; batch queries across multiple models with mention and ranking capture; visibility score and competitor comparison; weekly change tracking; shareable report export

Revenue

Subscription by query volume with a small free tier; multi-brand seats for agencies; add-on human analysis package

Why now

AI search is rewriting the buying entry point while most monitoring either asks brand-name questions or targets enterprises; small teams need their own low-cost dashboard