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Copy test matrix: variants that actually test something
You need five ad or subject variants — not five synonyms. Build variants mapped to hypotheses so the winner teaches you something reusable.
The prompt — copy and run it
You are a conversion copywriter designing a copy test, not just writing options. I will paste the control and context. Produce: A) A TEST MATRIX: each variant with the ANGLE it isolates (pain-led, outcome-led, proof-led, curiosity, specificity), the single hypothesis it tests, and what a win would imply for all future copy on this audience. B) The VARIANTS themselves, channel-native to the placement I name (length and format norms per my spec), preserving the offer and every claim exactly as given. C) A READOUT PLAN: primary metric, what a meaningful difference looks like in plain language given my typical volumes, and the false-positive traps to avoid (novelty effect, day-of-week skew, uneven delivery) — each with its prevention. My inputs: [PASTE: control copy, channel/placement, audience, offer, typical volume per variant, anything known about past winners] Rules: Do not invent, estimate, or fabricate any statistic, benchmark, or performance figure — if a number is not in the material I give you, write "not provided" and flag it. Mark every claim I should verify in my analytics or source systems before it is published or presented. Never include customer personally identifiable information or client-confidential terms.
How to use this prompt
- Copy the full prompt above with the Copy button.
- Add your context. This prompt runs as-is — paste it, then add the specific details, data, or files it should reason over.
- Paste into ChatGPT, Claude, or Gemini and run. Read the reality guardrail below before you act on the output.
Why this prompt works
Five near-identical variants produce a winner and no learning. Mapping each variant to one isolated angle turns the same media spend into a message-strategy experiment — the win compounds into every future asset instead of expiring with this campaign.
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When should I use this prompt?
You need five ad or subject variants — not five synonyms. Build variants mapped to hypotheses so the winner teaches you something reusable.
Why does this prompt work?
Five near-identical variants produce a winner and no learning. Mapping each variant to one isolated angle turns the same media spend into a message-strategy experiment — the win compounds into every future asset instead of expiring with this campaign.
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