True Attribution
True Attribution is closed-loop measurement that connects a marketing campaign to the guest who received it, the return visit it produced, and the revenue rung up at the POS — verified, not modeled. Most restaurant marketing tools stop at opens and clicks; true attribution follows the dollar all the way to the table, which is how Bloom Intelligence ties campaigns to real recovered revenue.
True attribution for restaurant marketing
True attribution is closed-loop measurement that connects a campaign to the guest, the return visit, and the revenue at the POS — verified, not modeled. Where most attribution estimates impact from clicks and assumptions, true attribution traces the actual path from message to money.
Verified beats modeled
Modeled attribution infers that a campaign “probably” drove some sales based on timing and statistics. True attribution removes the guesswork: the same guest who received the message is identified walking back in and spending, so the connection is observed rather than assumed. That requires persistent guest identity from the campaign all the way to the check — which is exactly what a CDP provides.
The practical effect is a marketing budget grounded in evidence: you fund what verifiably brings guests back and cut what only looks good in a model.
Frequently asked questions
What makes attribution "true" versus modeled?
Modeled attribution estimates impact statistically from clicks and timing. True attribution verifies it — identifying the same guest who received a campaign as they return and spend at the POS. One assumes the connection; the other observes it.
What does true attribution require?
Persistent guest identity that carries from the marketing message through to the in-store transaction. That means resolving the same guest across channels — typically via a CDP — so the campaign, the visit, and the revenue can be linked to one person.
Bloom turns guest data into recovered revenue — an average of $53,000+ per location a year.
See your restaurant's data