Public evidence
Metrics evidence

Reach and impressions
Order reach and impressions come from connected platform API insights and retain a metric source and fetch timestamp.
Provider reach is not replaced with followers or views. A missing provider field is not evidence of zero reach, and aggregated content reach is not deduplicated across posts. Provider access and a successful sync are required.
Campaign ROI
ROI is shown only when verified captured cash spend or contracted non-cash value and business attribution evidence both exist. Formula: (attributed revenue - spend) / spend.
Attribution records retain a source, evidence reference, conversion window, currency, and recording actor. Business-recorded attribution is not independently validated revenue, and currencies are not blended in the ROI breakdown.
Platform freshness
Supported metric views display stored provider fetch timestamps. Sync routines retain provider errors; a scheduled job or connected account does not prove the latest refresh succeeded.
Provider delays, corrections, permissions, and retention limits can change available data.