Tailor AI · Help · Concept
Closed-loop measurement, why Tailor cares
From the Tailor AI team · Reviewed
Answer
Closed-loop measurement ties variant exposure to downstream outcomes like activation, pipeline, and revenue, so you don’t ‘win’ on clicks and lose on CAC.
CTR is upstream. It’s useful to debug message match, but it’s not the scoreboard. If you can measure trial starts, activation, pipeline, or revenue, you should, because that’s what actually drives budget decisions.
What I'd do next
- Pick the most downstream reliable goal you can track.
- Confirm the goal fires consistently on control and variants.
- Expect attribution lag for downstream metrics.
Caveats
If your CRM/pipeline data is delayed or incomplete, early reads can be misleading.
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