Ad platform numbers, CRM numbers, and sales anecdotes usually disagree, so we make the CRM the referee. Campaigns, contacts, and deals connect from first click to signed contract, closed-won outcomes stream back to LinkedIn and Meta for revenue-based bidding, and a self-reported source field catches the influence pixels miss. For Introzy, we built the HubSpot attribution layer first, then scaled the media behind it.