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Attribution Concepts

Attribution only becomes useful when everyone on the team is using the same vocabulary for capture, handoff, and outcome.

Capture is not attribution​

Capturing a UTM on a landing page is only the first step. Attribution is the ability to connect that captured context to a downstream outcome with enough reliability to trust the result.

That means a setup can have:

  • good capture
  • weak handoff
  • poor final attribution coverage

The stop point is the highest-risk moment​

In WP SignalStack, the stop point is where context crosses a boundary.

For Thinkific Ops, that usually means the move from the WordPress marketing experience into a Thinkific checkout, enrollment, or signup flow. If context is not carried through this point, the final outcome may still exist, but attribution quality will drop.

First-touch, last-touch, and practical reporting​

These docs stay focused on practical attribution rather than theory-heavy modeling. In most teams, the immediate questions are:

  • where did this enrollment come from
  • which campaigns are producing revenue
  • how much of our revenue is explainable

If your implementation evolves into more advanced multi-touch models, keep the same baseline discipline:

  • define what is being captured
  • define which touch is being reported
  • define what counts as attributable

Attribution coverage​

Coverage is one of the most important operational metrics in the system.

High coverage usually means:

  • capture is happening consistently
  • stop points are working
  • outcome matching is reliable

Low coverage usually means one of those stages is breaking.

Source quality versus volume​

WP SignalStack should help you evaluate both:

  • volume: which sources create the most enrollments
  • quality: which sources create the most revenue or strongest downstream outcomes

This matters because the loudest campaign is not always the highest-value one.