Find AI tool niches before you build.
Paste an AI tool idea, keyword list, or Reddit research notes. Get niche signals, search intent, page structure, and a 7-day MVP plan.
Built for indie hackers Works with Semrush/Ahrefs data No fake volume estimates Outputs an MVP brief
Result preview
Fill the form or load an example. The result will include a niche verdict, keyword opportunities, SERP checklist, page map, 7-day MVP plan, and risks.
Most AI tool ideas fail before the first line of code.
The problem is not model quality. It is weak demand validation. Founders pick broad AI ideas, skip SERP analysis, and build pages that do not match search intent.
Search volume does not mean you can rank.
A high CPC keyword may still be too broad.
Reddit discussions need to become a product angle.
A keyword list is not a launch plan.