ProvenStartups

ProvenStartups

AI startup ideas with revenue receipts

haohuazheng001
@haohuazheng001
Published on Sep 2, 2026
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LinkedIn
Target Audience
FoundersIndie Hackers
Pricing
Freemium
Platforms
Web

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AI-readyAI-readyWhether this product carries the structured data - use cases, audiences, platforms - that lets AI match it to the right questions.
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Described for AI with use cases, audiences, platforms and pricing so assistants can match it to the right questions.
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Via the PeerPush API and MCP

Queryable through the PeerPush API, MCP and semantic search from day one.
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About ProvenStartups

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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Screenshot 1 of ProvenStartups

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Comments (1)

haohuazheng001
@haohuazheng001

Most idea lists quote a revenue figure with no source attached. We built one where every number says where it came from — including the ones that are just somebody's word.