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Data

Data Sources and Connectors

Connectors declare how they get their data. Some run with no credentials, some need an API key, and some read licensed exports because scraping the site would breach its terms.

Last updated 2026-08-17

Transport types

TypeMeaning
livePublic API, runs with no credentials
keyedRuns once its API credentials are configured
importReads a licensed feed or your own exports

What each contributes

  • Hacker News and Reddit — candid, detailed descriptions of workflow friction
  • App Store and Google Play — one and two-star reviews, unusually specific about what broke
  • G2 and Capterra — the highest-signal B2B complaints, via licensed feed or export
  • Upwork — job posts, which are demand with a budget attached
  • Product Hunt — what has already shipped and how it landed
  • Y Combinator, TrustMRR, Acquire and the Stripe index — revenue and company data used to anchor estimates

On the import sources

G2, Capterra, TrustMRR and Acquire all forbid scraping in their terms of service. Rather than evade that, those connectors read either a licensed provider endpoint or files you supply. The adapter is real; only the transport differs.

See it in practice.

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