GrowthBooks

Conversion Clarity

Test whether buyers understand the value without hand-holding.

Run evaluation

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

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.

Run operator
Proof–Risk Alignment Operator

Test whether your proof is strong enough to close risk.

Run operator
Stall Pattern Operator

Test where deals repeatedly lose momentum.

Run operator
Drop-Off Threshold Operator

Test the step where interested buyers disappear.

Run operator