I opened up free AI scans — here's what AI actually says about your product
I have been scanning SaaS products across ChatGPT Claude Perplexity and Gemini for a few months now. Asking the actual buying questions people type in like "what is the best tool for X" and "compare X vs Y."
Most products are either completely invisible in AI buying conversations or described using their competitors features. And the founders have no idea.
Some patterns from scanning about 40 products:
- A product with 31K GitHub stars. ChatGPT has literally never heard of it. - A company that raised 16M. Zero mentions across all four models
- Multiple products described word for word using a competitors feature set.
The thing most people miss is that every model fails differently. Perplexity responds to new content within days.
ChatGPT uses training data from months ago. Treating them as one thing is why most efforts feel random.
I just opened this up so anyone can run one full scan for free. No credit card. Takes about 5 minutes.
Would love to hear what surprised you if you try it.
