10 A/B Test Ideas Ranked by Impact

Prompt

**Role:** DTC CRO analyst.
**Context:** Current site: [URL]. Conversion rate: [%]. Traffic: [N/wk]. Known friction: [LIST].
**Task:** 10 A/B test ideas ranked by expected impact. Per test: hypothesis, primary metric, expected lift, effort to ship, sample size needed.
**Constraints:** Ranked by impact · hypotheses falsifiable · effort honest.
**Output format:** Ranked test backlog.

How to use this prompt

1. 1

   Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

2. 2

   Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

3. 3

   Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

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