{ "source": { "brand": "McDonald's", "market": "Chicago", "platform": "Uber Eats", "offer": "BOGO 10pc McNuggets", "promo_window_days": 2 }, "requests": [ { "field_name": "order_lift_pct", "field_type": "numeric" }, { "field_name": "margin_impact_note" }, { "field_name": "push_copy" }, { "field_name": "send_time_hint" } ] }

{ "enrichments": [ { "field_name": "order_lift_pct", "value": 14.0, "confidence": 0.8, "method": "estimation", "reasoning": "Chicken category promos in large metros show mid-teens lift over two-day windows." }, { "field_name": "margin_impact_note", "value": "Bundle sides at checkout to offset discount; limit offer to off-peak hours.", "confidence": 0.76, "method": "reasoning", "reasoning": "Attachment rate and time windows protect contribution margin during spikes." }, { "field_name": "push_copy", "value": "Chicago, your nugget night is on — BOGO 10pc for 48 hours.", "confidence": 0.74, "method": "assessment", "reasoning": "City call-out + timebox improves open and conversion." }, { "field_name": "send_time_hint", "value": "First wave 11:00–11:30am CT; second wave 5:00–5:30pm CT.", "confidence": 0.73, "method": "assessment", "reasoning": "Lunch and dinner decision windows drive peak responsiveness." } ] }

{ "source": { "brand": "Starbucks", "store_id": "SEA-1stAve-102", "day": "Friday", "mobile_penetration_pct": 58, "downtown_events": ["Mariners day game"] }, "requests": [ { "field_name": "orders_per_15min_forecast" }, { "field_name": "recommended_staffing" } ] }

{ "enrichments": [ { "field_name": "orders_per_15min_forecast", "value": { "07:30": 52, "07:45": 55, "08:00": 61, "08:15": 59, "12:00": 44, "12:15": 46 }, "confidence": 0.81, "method": "calculation", "reasoning": "Weekday commuter spike plus game-day lunch bump drive dual peaks." }, { "field_name": "recommended_staffing", "value": "Peak 6 baristas (2 espresso, 2 cold bar, 1 brew, 1 runner) 7:30–8:30; 5 baristas 11:45–12:30; base 4 otherwise.", "confidence": 0.78, "method": "reasoning", "reasoning": "Stations balanced to mobile mix; runner reduces pickup congestion." } ] }

{ "source": { "brand": "Chipotle", "market": "Los Angeles", "item": "Chicken Burrito Bowl", "current_price_usd": 10.85, "traffic_7d": 9200, "conv_rate": 0.027 }, "requests": [ { "field_name": "suggested_price_usd", "field_type": "numeric" }, { "field_name": "estimated_revenue_change" } ] }

{ "enrichments": [ { "field_name": "suggested_price_usd", "value": 10.49, "confidence": 0.8, "method": "estimation", "reasoning": "Quick-serve mains often show volume elasticity where a small drop increases units enough to lift revenue." }, { "field_name": "estimated_revenue_change", "value": "Expected +3 to +6 percent over 7 days if traffic mix holds.", "confidence": 0.73, "method": "calculation", "reasoning": "Derived from current traffic, CVR, and projected unit lift at the new price." } ] }