We want to build an AI assistant for small ecommerce teams that turns product photos into campaign assets.
Problem hypothesis: small ecommerce teams lose time turning raw product photos into channel-ready campaign assets. Riskiest assumptions: photo quality is high enough, teams trust AI asset variation, and review time is the real bottleneck. Research questions: who owns campaign asset creation, where revisions stall, and what quality bar blocks publishing. Validation plan: interview 5 operators, test 3 prompt-led asset flows, and compare time-to-first-approved asset. Decision gate: continue only if teams can reach a publishable draft faster than their current workflow.
Chat Prompt
Recommended model: Claude Sonnet 5
Strategy Sprint Chat
Turn a rough product idea into a strategy sprint prompt that produces goals, assumptions, risks, research questions, metrics, and next actions.