Data sources
Provider coverage depends on the asset, network, configuration, and available plan. Providers do not endorse NoShills.
CoinMarketCap
Used for identity. Submitted CoinMarketCap pages are parsed locally and never fetched. Official API hosts are allowlisted. Coverage and listing status can change without notice. CoinMarketCap does not endorse NoShills.
CoinGecko
Used for identity and market evidence. CoinGecko URLs are parsed, not scraped. Market, supply, and related facts keep their source timestamps. Rate limits and plan coverage can leave facts missing. CoinGecko does not endorse NoShills.
DefiLlama
Used for protocol metrics when a verified mapping exists. TVL, fees, and revenue are provider observations. They are not token-holder cash flow. An unmapped asset produces missing protocol facts, not zeros.
GoPlus
Used for provider security observations such as proxy or mint indicators. A clean result is not a safety certificate. A flagged result is not independent confirmation of fraud.
GitHub
Used only for verified development evidence. Repository activity is not project quality. Archived or inactive repositories stay visible as observations.
Internal research corpus
Historical cases may cite approved research sources. Public analogues remain unavailable while the genuine corpus production gate is unmet.
Research sources
Historical cases may cite approved primary and secondary research sources. Public analogues remain unavailable while the genuine corpus production gate is unmet.