Every week, 1,000+ AI tools launch.
Maybe 5 are worth your time.

Product Lookout sorts through the chaos to find products with traction most relevant to you. Below — a live sample of what we're tracking.

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Signal Tracking

GitHub stars, Product Hunt upvotes, Hacker News discussions, Reddit threads — aggregated into one traction score.

Curated Quality

Every product reviewed and scored 1–5. We list tools that show genuine promise — not every launch under the sun.

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Stop scrolling launches. Filter for your function and industry, follow the products that matter, skip the rest.

No pay-to-play

We don't charge founders to be listed. Products surface on real signals we detect across platforms.