platform: "Shopify"
product: {"label": "SYNTHETIC example data; no real market evidence", "brand": "HarborMug", "sku": "HM-BLUE-001", "material": "stainless steel", "capacity_ml": 500, "price_usd": 24, "unit_cost_usd": 8, "shipping_cost_usd": 4, "weight_kg": 0.35, "dimensions_cm": [9, 9, 19], "care": ["hand-wash only", "not microwave safe"], "claims": "insulated; no tested retention duration; no health or eco guarantees", "shipping": "US only; dispatch 2 business days; delivery 3–5 business days; $5 below $50, free at >=$50", "returns": "Unused within 30 days; final refund requires merchant approval", "owners": {"support": "Mia", "escalation": "Alex"}, "order": {"id": "A100", "delivered": "2026-10-20", "return_requested": "2026-11-03", "condition": "unopened"}, "prior_week": {"orders": 100, "gross": 2400, "refunds": 120, "adspend": 300, "sessions": 4000}, "current_week": {"orders": 120, "gross": 2880, "refunds": 144, "adspend": 360, "sessions": 4800}}
goal: "conversion improvement"
listing: {"title": "HarborMug Blue Mug", "bullets": ["Insulated stainless steel mug"], "description": "Your everyday mug. $24.", "keywords": [], "images": "one clear product photo; missing alt text; no lifestyle; no infographic", "reviews": "SYNTHETIC: 12 verified reviews, average 4.5/5; no review excerpts supplied"}
notes: "missing spec; no return policy visible; no FAQ"