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Conversion Clarity

Test whether buyers understand the value without hand-holding.

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Takes 3–5 minutes • No signup required

If this is true, you don’t have clarity

  • Buyers need repeated explanation
  • Proof does not reduce risk
  • Deals stall in the same place

What good looks like

What good looks like
  • Buyers explain the value in their own words
  • The message holds across touchpoints
  • Proof matches the decision risk
  • Deals move without rescue
View evidence

What this tests

  • Value is clear without explanation
  • Message stays stable across touchpoints
  • Proof reduces buyer risk
  • Repeat stall patterns

Evidence rules

Conditional signals
  • Evidence must come from real users
  • Behaviour outweighs opinion
  • Preference outweighs enthusiasm
  • Willingness to pay outweighs intent
View evidence

Methodology

Evaluator doctrine

How Conversion Clarity is interpreted

This layer exists to explain how GrowthBooks reads evidence without changing how the evaluator itself behaves.

Conversion Clarity is a deterministic evaluator. The doctrine layer explains meaning and confidence but does not alter outputs or scoring behavior.

  • GrowthBooks identifies the highest-impact conversion blocker before recommendations are generated.
  • Observed friction is weighted above assumptions.
  • Evidence quality determines confidence.
  • Weak signals are treated as structural until new proof changes the score.

Operators

Value Articulation Operator

Test whether prospects can explain the value themselves.

Run operator
Message Consistency Operator

Test whether the core message stays stable everywhere.

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Proof–Risk Alignment Operator

Test whether your proof is strong enough to close risk.

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Stall Pattern Operator

Test where deals repeatedly lose momentum.

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Drop-Off Threshold Operator

Test the step where interested buyers disappear.

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