The agentic storefront Nullstar Lab STOREFRONT EXPERIMENT BRIEF Hypothesis: catalogue-grounded comparison helps buyers choose confidently. Scope: one category, a small verified catalogue, no autonomous purchases. Inputs: buyer need, constraints, catalogue facts and availability. Output: a short comparison, source links and one next question if needed. Test cases: 1. Clear need with two relevant options. 2. Conflicting budget and feature requirements. 3. Missing product specification. 4. Out-of-stock recommendation. 5. Request to complete a purchase without review. Record factual errors, unanswered questions, useful comparisons and completion of the next step.