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Detection and measurement

Funnel coherence

Whether the journey to a conversion makes sense.

A session that lands directly on a thank-you page, with no browsing in between, is incoherent. Funnel coherence is scored alongside provenance to grade each conversion.

Related terms

  • Humanness score ClickLens’s 0–100 per-session score, the weighted sum of five categories: automation detection (25%), behavioural signals (25%), fingerprint consistency (20%), network reputation (15%), and contextual signals (15%).
  • Deduction model A scoring approach where each category starts at full marks and loses points only when a named check fires, rather than an opaque classifier returning a probability.
  • Conversion provenance The evidence about how a conversion was produced: whether the submit event was browser-trusted, whether a pointer path preceded it, time from page load to conversion, paste-without-focus events, and the entropy of the field-fill order.
  • Honeypot A hidden form field or link that a human never sees and never interacts with.

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