ShopSwarm
Synthetic shopper swarm · A/B conversion dashboard (display ≤1000, live batch ≤25)
Personas to display (≤1000)
Live LLM/heuristic batch (≤25)
Use free LLM for live batch (slower; else heuristic)
Run swarm
Variant A
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Variant B
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Sample decisions
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