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ProofStack Open Dataset

Audited indie product business cases and pricing benchmarks, released as open data by ProofStack.

What's inside

File Contents
data/cases.json 40+ audited business cases (count grows weekly; see generated_at in the data files): pricing tiers, revenue disclosures, market analysis, acquisition operations, what-to-copy / what-not-to-copy, and a source URL for every figure
data/benchmarks.json Pricing benchmarks overall and per category: median first paid tier, price range, free-tier prevalence, paywall-capability distribution
data/benchmarks.csv The benchmark table in CSV for spreadsheets

Data honesty rules

  • Every revenue and pricing claim links to a public source (pricing page, founder post, transparency dashboard) with an evidence grade (A/B/C) and observation date.
  • Revenue that is not publicly disclosed is recorded as unknownnever estimated.
  • Acquisition narratives come from first-party sources; cases not yet researched say so explicitly instead of carrying template text.
  • Benchmarks are counted from pricing pages we opened and verified; products without a public price are excluded from the statistics.

Freshness

Regenerated from the live library. The generated_at field in each file states the export time; the live versions are always at /api/cases and /benchmarks.

Query it live via MCP

AI assistants can query this data directly (with citations) via the official MCP Registry entry app.vercel.proof-stack-lake/proofstack, or the endpoint:

https://proof-stack-lake.vercel.app/mcp

Docs: proofstack-mcp

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License

CC BY 4.0. You may share and adapt this data for any purpose, including commercially, with attribution: credit "ProofStack" and link to https://proof-stack-lake.vercel.app.

Citation example:

Pricing data: ProofStack (https://proof-stack-lake.vercel.app), CC BY 4.0.

About

Open dataset: 43 audited indie product business cases + pricing benchmarks. Every figure carries its public source. CC BY 4.0.

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