Copywriting A/B Test Generator

Prompt

Generate A/B test variations for the following copy element to improve conversion.

Context:
- Element to test: [HEADLINE / CTA BUTTON / EMAIL SUBJECT / AD COPY / LANDING PAGE HERO]
- Current copy: [PASTE EXISTING COPY]
- Goal: [WHAT ACTION SHOULD THE READER TAKE]
- Current conversion rate (if known): [PERCENTAGE OR 'UNKNOWN']
- Target audience: [WHO SEES THIS]
- Where this appears: [PAGE / EMAIL / AD PLATFORM]

Generate 8 test variations organized by psychological strategy:

1. **Direct benefit** — States the primary outcome plainly
2. **Curiosity gap** — Creates a question in the reader's mind
3. **Social proof** — References what others are doing
4. **Urgency / Scarcity** — Time or availability pressure
5. **Fear of missing out** — What they lose by not acting
6. **Specificity** — Hyper-specific numbers or details
7. **Personalization** — Speaks directly to a specific segment
8. **Objection handling** — Neutralizes the top concern upfront

For each variation:
- Write the copy
- Name the psychological mechanism
- Predict the likely lift vs. control and why
- Note any risk (i.e., could alienate a segment)

Also recommend: which 2 to test first and what sample size is needed for statistical significance.