Your HubSpot Attribution Report Is Not a Revenue Ledger: A Four-Ledger Reconciliation Model for Enterprise GTM Teams

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HubSpot attribution assigns credit. Revenue reconciliation proves what happened. Use this four-ledger model to connect the two without false precision.
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An attribution model answers which interactions receive credit. It does not, by itself, prove who interacted, which opportunity converted, or what finance recognizes as revenue. Enterprise teams need four linked ledgers: Interaction, Identity, Opportunity, and Finance. Reconcile them with persistent identifiers, dated snapshots, explicit metric contracts, and a published variance report.