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ProvenStartups

ProvenStartups

Verified

Every revenue number carries a grade. Most lists carry none.

AI & ML SaaS & Tools Bootstrapping
Rank
#50
All-time votes
10
Visit Website

AI & ML tool by Haohua Zheng on Smol Launch.

Pricing
Free to read, Pro $10/mo
Launched
August 2026
Website
provenstartups.com

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About

Most startup idea lists quote a revenue figure and stop there. You never learn whether the number came from a dashboard someone could check, or from a founder describing their own business on a podcast.

ProvenStartups indexes 406 businesses that already make money and labels every figure with where it came from: 57 third-party verified, 184 founder-reported, 121 creator-relayed, 44 unproven. Roughly one in seven revenue claims in this space can actually be checked by someone other than the person making it.

We also keep 38 documented failures. Free to read.

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Frequently Asked Questions

What is ProvenStartups?
Every revenue number carries a grade. Most lists carry none.
How much does ProvenStartups cost?
ProvenStartups pricing: Free to read, Pro $10/mo.
Who made ProvenStartups?
ProvenStartups was built by Haohua Zheng. Every revenue number carries a grade. Most lists carry none.
What category does ProvenStartups belong to?
ProvenStartups is a AI & ML tool, listed and launched on Smol Launch.
When did ProvenStartups launch?
ProvenStartups launched on Smol Launch the week of August 31, 2026. It has received 5 community votes so far.

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