Research mode

Missing data is shown explicitly. Forecasts and promotional claims stay separated from verified facts.

Viewer mode
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Data sources

Provider coverage, fallback logic, and credential status

The platform is designed to work with a mixture of free APIs, paid APIs, cached data, and manual analyst entries. Missing providers remain visible instead of being faked.

Provider registry

Priority and credential requirements for the current implementation.

ProviderCategoryPriorityCredentialStateCoverageLast refresh
Manual seed providerManual1Optional / nonereadySeed research, claims, example metrics2026-07-26
CoinGeckoMarket2Optional / nonereadyOverview prices, market cap, volumeNot yet fetched in seed mode
DefiLlamaProtocol2Optional / nonereadyProtocol TVL and market contextNot yet fetched in seed mode
Token TerminalProtocol3Requiredcredential-requiredRevenue, fees, valuation-quality dataCredential required
DuneClaims / on-chain3Requiredcredential-requiredCustom buyback and usage verificationCredential required
CoinglassDerivatives3Requiredcredential-requiredFunding, OI, liquidationsCredential required

Source hierarchy

How the research system ranks evidence quality.

  1. 1. On-chain data
  2. 2. Audited financial or regulatory filing
  3. 3. Official protocol documentation
  4. 4. Official company statement
  5. 5. Independent analytics provider
  6. 6. Reputable research report
  7. 7. Interview or podcast statement
  8. 8. Social-media post
  9. 9. Anonymous or unverifiable source