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Reading the numbers

Attribution models

1 min read

Most customers touch several things before they buy. A model is the rule for dividing the credit, and changing it changes who gets it, not how many there were.

  • Last paid click gives everything to the final paid touch. The default, and the one that agrees most closely with what ad platforms report.
  • First click credits what started it, which flatters discovery.
  • Linear splits evenly across every touch.
  • Position based weights the first and last touches most heavily.
  • Time decay favours the touches nearest the outcome.

The lookback window

Touches older than the window are not considered. Ninety days is the default because considered purchases take that long; a shorter window quietly credits the last thing somebody saw rather than the thing that persuaded them.

The count of customers never changes with the model. Only the split does. If a total moves when you switch models, that is a fault worth reporting rather than a finding.