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Editorial Policy

Our catalog is only as good as the facts behind it. This policy explains how listings are researched, sourced and kept honest.

Evidence first

Every structured fact — pricing, plans, features, API and integration availability — is tied back to a source such as the tool’s official website or documentation. Where we can show provenance, we display the source and an excerpt alongside the claim.

Confidence & verification

Facts carry a confidence score and a verification status. High-confidence, verified facts are surfaced prominently; uncertain or stale facts are flagged for re-checking. We distinguish clearly between officially confirmed data and inferred estimates.

Human review

Automated enrichment proposes data; people approve it. Editors and trusted contributors review changes before they publish, and makers can claim their tool to confirm details directly.

Independence

Rankings and facts are not for sale. Any paid placement or affiliate link is labeled and never changes how a tool’s data is verified or displayed.

Corrections

Spotted something wrong? Propose a correction on any tool page, or read our AI methodology to see how enrichment works end to end.