aidan269
UserAudit deal-to-source revenue attribution in HubSpot or any CRM CSV. Four attribution models, transparent 0-100 misattribution scoring, dry-run by default.
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Indexed Skills (2)
hubspot-attribution-auditor
Audit deal-to-source revenue attribution in a CRM and surface likely misattributed revenue. Reconstructs credit under first-touch, last-touch, linear, and position-based models, flags deals whose recorded source conflicts with their touch history, scores each 0-100 by confidence, and quantifies dollars at risk and credit shift by channel. Use when the user says "audit attribution", "check deal attribution", "misattributed revenue", "attribution model", "which channel gets credit", "revenue attribution report", "clean up our attribution", or otherwise asks why a channel's numbers look wrong, whether marketing is over- or under-credited, where pipeline really came from, or to compare first-touch against last-touch. Works against live HubSpot via the connected MCP or a CSV export of deals. DEFAULTS TO A READ-ONLY DRY RUN — produces a report and correction CSV for human review, and writes to the CRM only when the user explicitly passes --apply and confirms.
hubspot-attribution-auditor
Audit deal-to-source revenue attribution in a CRM and surface likely misattributed revenue. Reconstructs credit under first-touch, last-touch, linear, and position-based models, flags deals whose recorded source conflicts with their touch history, scores each 0-100 by confidence, and quantifies dollars at risk and credit shift by channel. Use when the user says "audit attribution", "check deal attribution", "misattributed revenue", "attribution model", "which channel gets credit", "revenue attribution report", "clean up our attribution", or otherwise asks why a channel's numbers look wrong, whether marketing is over- or under-credited, where pipeline really came from, or to compare first-touch against last-touch. Works against live HubSpot via the connected MCP or a CSV export of deals. DEFAULTS TO A READ-ONLY DRY RUN — produces a report and correction CSV for human review, and writes to the CRM only when the user explicitly passes --apply and confirms.
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