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Generate structured A/B copy variants for X with test hypotheses, evaluation criteria, and optimization guidance. Improves conversion clarity with explicit constraints, prioritized actions, and measurable execution checkpoints.
Use when an important post needs higher certainty before scaling spend or repeating the message.
| Variable | Description |
|---|---|
{{product}} | The product or offer |
{{action}} | Desired conversion |
{{audience}} | Target demographic |
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Section 1 — Diagnosis: A/B Test Social Copy Generator identifies the primary conversion or execution gap with one explicit cause. Section 2 — Priority Actions: immediate fix (24h), optimization step (7d), and scale action (30d) with impact tags. Section 3 — KPI Checkpoint: baseline, target threshold, and one iteration rule for the next cycle. Section 4 — Implementation Cue: Use when an important post needs higher certainty before scaling spend or repeating the message. with one fallback action if expected movement does not occur.
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Section 1 — Diagnosis: A/B Test Social Copy Generator identifies the primary conversion or execution gap with one explicit cause. Section 2 — Priority Actions: immediate fix (24h), optimization step (7d), and scale action (30d) with impact tags. Section 3 — KPI Checkpoint: baseline, target threshold, and one iteration rule for the next cycle. Section 4 — Imp