{ "source": { "team": "New York Yankees", "opponent": "Boston Red Sox", "first_pitch": "2025-06-21T19:05:00-04:00", "expected_attendance": 46200, "weather": "75°F clear" }, "requests": [ { "field_name": "units_forecast" }, { "field_name": "staffing_plan" } ] }

{ "enrichments": [ { "field_name": "units_forecast", "value": { "Innings 1–3": { "hot_dogs": 9800, "beverages": 14200 }, "Innings 4–6": { "hot_dogs": 6200, "beverages": 11700 }, "Innings 7–9": { "hot_dogs": 4100, "beverages": 8600 } }, "confidence": 0.81, "method": "calculation", "reasoning": "Night games with rivalry draw front-load sales; beverages remain strong through mid-innings." }, { "field_name": "staffing_plan", "value": "Open 100% stands pregame; add 6 roaming beer vendors through 6th; shift 20% staff to exit-adjacent carts in 8th.", "confidence": 0.78, "method": "reasoning", "reasoning": "Matches peak windows and late-game egress patterns." } ] }

{ "source": { "team": "Golden State Warriors", "opponent": "Los Angeles Lakers", "date": "2025-10-18", "sections": { "Lower Bowl 110": { "sell_through": 0.88 }, "Upper 220": { "sell_through": 0.61 } }, "days_to_game": 9, "secondary_market_heat": "High" }, "requests": [ { "field_name": "price_recommendations" }, { "field_name": "revenue_impact_pct", "field_type": "numeric" }, { "field_name": "note" } ] }

{ "enrichments": [ { "field_name": "price_recommendations", "value": { "Lower Bowl 110": "+7%", "Upper 220": "-6%" }, "confidence": 0.82, "method": "assessment", "reasoning": "Lower bowl near sell-out with high secondary heat; upper bowl needs price relief to accelerate velocity." }, { "field_name": "revenue_impact_pct", "value": 3.9, "confidence": 0.73, "method": "calculation", "reasoning": "Modeled from remaining inventory, elasticity by section, and days-to-game curve." }, { "field_name": "note", "value": "Revisit upper bowl in 48 hours; expect velocity pickup post-price change.", "confidence": 0.72, "method": "reasoning", "reasoning": "Mid-horizon check avoids overcorrecting ahead of last-minute surge." } ] }

{ "source": { "brand": "Adidas", "club": "Real Madrid", "activation": ["Kit reveal video", "Player IG reels", "Stadium LED takeovers"], "campaign_window_weeks": 6, "regions": ["EU", "LATAM", "APAC"] }, "requests": [ { "field_name": "incremental_reach_millions", "field_type": "numeric" }, { "field_name": "engagement_uplift_pct", "field_type": "numeric" }, { "field_name": "renewal_points" } ] }

{ "enrichments": [ { "field_name": "incremental_reach_millions", "value": 2.3, "confidence": 0.7, "method": "estimation", "reasoning": "Based on prior kit drops’ cross-region overlap and short-form amplification." }, { "field_name": "engagement_uplift_pct", "value": 11.2, "confidence": 0.69, "method": "calculation", "reasoning": "Weighted average across reveal + player reels vs non-campaign baselines." }, { "field_name": "renewal_points", "value": ["Player-led reels outperformed brand posts by 21%", "LED takeovers lifted in-stadium social by 14%", "APAC short-form view-through exceeded EU by 9%"], "confidence": 0.73, "method": "reasoning", "reasoning": "Highlights the creative/region levers that actually moved the needle." } ] }