The useful bits

  • Generate copy-testing hypotheses for the next review.
  • Treat aggregate associations as hypotheses to test in your account.

Why this belongs in your reading list

Studies relationships between responsive-ad attributes and performance metrics. Generate copy-testing hypotheses for the next review.

Bring it into your next review

Treat aggregate associations as hypotheses to test in your account. Read the original guide for its full explanation and examples. Choose one relevant action, record what you expect to learn and revisit it with the team.

Read the evidence in context

Not randomized; customer mix and remaining confounding limit claims. Numerical winners are not adopted here.

Keep learning

What would you add?

Bring your experience to the conversation. The next useful perspective could be yours.

Talk with the collective