AI product matching that gets what you mean
Describe the outcome, not the keywords. Our semantic AI routes the right tools to you — live.
Free to submit · Your own onlyfoundrs.com/your-app URL · No dead links
Keyword search assumes you already know the answer
Traditional directories make you guess the right category, the right tag, the right search term — when the whole point is you DON'T know what the tool is called. 'I need something that turns customer calls into action items' shouldn't require knowing that 'conversation intelligence' is the category name.
guessing
what keyword search makes buyers do
plain words
what our semantic search understands
live
how your feed adapts as you browse
Products matched to intent, not keywords
OnlyFoundrs embeds every product semantically and reads your session intent — searches, what you dwell on, what you skip. The grid re-sorts around what you're trying to do, and our AI agent pops up with specific picks when it's confident.
Search by outcome
Type 'tools to grow my audience' — get matches by meaning, not keyword overlap.
Feed that learns
Dwell on analytics tools and analytics rises. Skip design tools and they sink. No clicks needed.
AI scout
When the model's confident, an agent surfaces picks with a reason — 'matches your interest in X.'
No account needed
Anonymous browsing still gets semantic matching — your session is understood before you sign up.
Ready to get started?
Foundrs opens soon — join the waitlist and your product launches straight into buyer feeds. First 500 get a free featured slot.
FAQ
How does AI product matching work?
Every product is embedded into a vector space; your searches and browsing behavior build an intent vector, and products are ranked by semantic similarity plus live signals.
Do I need an account for recommendations?
No — anonymous sessions get intent-matched feeds. Sign in and your session history merges into a persistent profile.
Is it better than keyword search?
For discovery, yes — it finds tools for the problem you describe even when you don't know the category name. Keyword search still works when you know exactly what you want.
I'm a founder — what does this mean for my listing?
Buyers find you by intent, not by gaming tags. Your product surfaces for people whose behavior says they need exactly what you built.