{
  "id": "lucca-mini",
  "source": "demo",
  "name": "Lucca Mini",
  "brand": "Lucca",
  "category": "espresso",
  "category_name": "Espresso machines",
  "tagline": "Compact thermoblock espresso machine with auto-froth",
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    "low": 72,
    "high": 82,
    "confidence": "high",
    "band": "Very good",
    "sources": 8
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    "heavy_sponsored_coverage"
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    "tax": 0,
    "duties": 31.08,
    "total": 290.08,
    "delivery_days": [
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      21
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  "doorprice_pick": {
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    "shipping": 0,
    "tax": 0,
    "duties": 31.08,
    "total": 290.08,
    "delivery_days": [
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  "deal": {
    "median": 319.93,
    "low": 290.03,
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    "label": "Good time to buy"
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    "pid": true,
    "heatup_sec": 30,
    "steam": "Auto-froth wand"
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  "released": "2026-03",
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      "value": "Thermoblock"
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    {
      "key": "pid",
      "label": "PID temperature control",
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    {
      "key": "heatup_sec",
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      "value": 30
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    {
      "key": "steam",
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      "value": "Auto-froth wand"
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    {
      "key": "tank_l",
      "label": "Water tank",
      "unit": "L",
      "value": 1.5
    },
    {
      "key": "grinder",
      "label": "Built-in grinder",
      "unit": null,
      "value": false
    },
    {
      "key": "warranty_months",
      "label": "Warranty",
      "unit": "mo",
      "value": 12
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    "score": 77,
    "low": 72,
    "high": 82,
    "sd": 4.18,
    "confidence": "high",
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    "priorShare": 0.078,
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        "label": "Lab and expert tests",
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        "items": [
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            "ageMonths": 7,
            "authenticityRisk": 0,
            "sponsored": false,
            "notes": [],
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            "type": "expert",
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            "authenticityRisk": 0,
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        ]
      },
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        "type": "owner",
        "label": "Long-term owner reports",
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        "weight": 0.837,
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        "impact": -0.2,
        "count": 1,
        "items": [
          {
            "type": "owner",
            "typeLabel": "Long-term owner reports",
            "source": "Owner discussions",
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            "date": "2026-10",
            "ageMonths": 1,
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            "sponsored": false,
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        "type": "video",
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        "impact": 1.1,
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        "items": [
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            "sponsored": true,
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          {
            "type": "video",
            "typeLabel": "Video reviews",
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            "date": "2026-04",
            "ageMonths": 7,
            "authenticityRisk": 0,
            "sponsored": true,
            "notes": [
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            "share": 0.025
          },
          {
            "type": "video",
            "typeLabel": "Video reviews",
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            "x": 92,
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            "date": "2026-03",
            "ageMonths": 8,
            "authenticityRisk": 0,
            "sponsored": true,
            "notes": [
              "paid placement, down-weighted"
            ],
            "share": 0.022
          },
          {
            "type": "video",
            "typeLabel": "Video reviews",
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            "authenticityRisk": 0,
            "sponsored": false,
            "notes": [],
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        ]
      },
      {
        "type": "retailer",
        "label": "Retailer star ratings",
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        "count": 1,
        "items": [
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            "type": "retailer",
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            "sponsored": false,
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    ],
    "aspects": {
      "shot_quality": {
        "label": "Shot quality",
        "score": 73,
        "sources": 2,
        "confidence": "medium"
      },
      "steaming": {
        "label": "Milk steaming",
        "score": 77,
        "sources": 2,
        "confidence": "medium"
      },
      "workflow": {
        "label": "Workflow",
        "score": 87,
        "sources": 3,
        "confidence": "medium"
      },
      "durability": {
        "label": "Durability",
        "score": 68,
        "sources": 1,
        "confidence": "medium"
      }
    },
    "disagreement": null,
    "adjustments": [
      {
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        "source": "Cafe Clips",
        "text": "Cafe Clips: paid placement, counted at 35% weight"
      },
      {
        "kind": "sponsored",
        "source": "Desk Setup Daily",
        "text": "Desk Setup Daily: paid placement, counted at 35% weight"
      },
      {
        "kind": "sponsored",
        "source": "Unboxed Weekly",
        "text": "Unboxed Weekly: paid placement, counted at 35% weight"
      },
      {
        "kind": "authenticity",
        "source": "Parcel stars",
        "text": "Parcel stars: weight cut 30% ()"
      }
    ],
    "sponsorship": {
      "sponsored": 3,
      "total": 4
    },
    "method": "doorprice-score-v1"
  },
  "offers": [
    {
      "id": "lucca-mini~overseas",
      "product_id": "lucca-mini",
      "retailer_id": "overseas",
      "retailer": "Overseas Direct",
      "retailer_kind": "Cross-border seller",
      "seller": "Overseas Direct",
      "condition": "new",
      "price": 259,
      "shipping": 0,
      "sales_tax": 0,
      "tax_rate": 0,
      "duties": 31.08,
      "total": 290.08,
      "currency": "USD",
      "delivery_days": [
        11,
        21
      ],
      "return_days": 14,
      "trust": 0.6,
      "affiliate_rate": 0.08,
      "risk_adjusted": 317.42,
      "notes": [
        "Free shipping",
        "Seller does not collect sales tax",
        "Est. import duties and fees 31.08 (US de minimis exemption ended Aug 2025)",
        "14-day returns"
      ],
      "badges": [
        "lowest-total",
        "doorprice-pick"
      ]
    },
    {
      "id": "lucca-mini~parcel",
      "product_id": "lucca-mini",
      "retailer_id": "parcel",
      "retailer": "Parcel",
      "retailer_kind": "Marketplace",
      "seller": "Parcel",
      "condition": "new",
      "price": 299,
      "shipping": 0,
      "sales_tax": 21.53,
      "tax_rate": 0.072,
      "duties": 0,
      "total": 320.53,
      "currency": "USD",
      "delivery_days": [
        1,
        3
      ],
      "return_days": 30,
      "trust": 0.88,
      "affiliate_rate": 0.03,
      "risk_adjusted": 325.91,
      "notes": [
        "Free shipping"
      ],
      "badges": [
        "fastest"
      ]
    },
    {
      "id": "lucca-mini~megamart",
      "product_id": "lucca-mini",
      "retailer_id": "megamart",
      "retailer": "MegaMart",
      "retailer_kind": "Big-box retailer",
      "seller": "MegaMart",
      "condition": "new",
      "price": 319,
      "shipping": 0,
      "sales_tax": 22.97,
      "tax_rate": 0.072,
      "duties": 0,
      "total": 341.97,
      "currency": "USD",
      "delivery_days": [
        2,
        4
      ],
      "return_days": 30,
      "trust": 0.92,
      "affiliate_rate": 0.03,
      "risk_adjusted": 345.8,
      "notes": [
        "Free shipping"
      ],
      "badges": []
    },
    {
      "id": "lucca-mini~hearth",
      "product_id": "lucca-mini",
      "retailer_id": "hearth",
      "retailer": "Hearth & Home",
      "retailer_kind": "Home and kitchen specialist",
      "seller": "Hearth & Home",
      "condition": "new",
      "price": 339,
      "shipping": 0,
      "sales_tax": 24.41,
      "tax_rate": 0.072,
      "duties": 0,
      "total": 363.41,
      "currency": "USD",
      "delivery_days": [
        3,
        6
      ],
      "return_days": 60,
      "trust": 0.9,
      "affiliate_rate": 0.05,
      "risk_adjusted": 369.4,
      "notes": [
        "Free shipping"
      ],
      "badges": []
    },
    {
      "id": "lucca-mini~brand",
      "product_id": "lucca-mini",
      "retailer_id": "brand",
      "retailer": "Lucca store",
      "retailer_kind": "Manufacturer store",
      "seller": "Lucca store",
      "condition": "new",
      "price": 349,
      "shipping": 0,
      "sales_tax": 25.13,
      "tax_rate": 0.072,
      "duties": 0,
      "total": 374.13,
      "currency": "USD",
      "delivery_days": [
        3,
        5
      ],
      "return_days": 60,
      "trust": 0.95,
      "affiliate_rate": 0.05,
      "risk_adjusted": 377.35,
      "notes": [
        "Free shipping"
      ],
      "badges": []
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  "tax": {
    "zip": "43215",
    "rate": 0.072,
    "label": "US average"
  },
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    322.92,
    328.9,
    290.03,
    319.93,
    322.92,
    316.94,
    328.9,
    319.93,
    322.92,
    316.94,
    313.95,
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  "pros": [
    {
      "text": "Ready in 30 seconds",
      "sources": [
        "Barista Bench",
        "Homewise Tests"
      ]
    },
    {
      "text": "Easy auto-frothing for lattes",
      "sources": [
        "Homewise Tests",
        "Morning Ritual"
      ]
    }
  ],
  "cons": [
    {
      "text": "Shots are less consistent than boiler machines",
      "sources": [
        "Barista Bench",
        "Morning Ritual"
      ]
    },
    {
      "text": "3 of 4 popular videos are paid placements",
      "sources": [
        "Doorprice sponsorship check"
      ]
    }
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  "videos": [
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      "channel": "Cafe Clips",
      "channel_kind": "Coffee lifestyle channel",
      "title": "The only espresso machine you need in 2026",
      "minutes": 7,
      "date": "2026-03",
      "sponsored": true,
      "kind": "review",
      "verdict": 9.5,
      "takeaway": "Paid placement."
    },
    {
      "channel": "Desk Setup Daily",
      "channel_kind": "Setup and lifestyle channel",
      "title": "My new morning routine with Lucca Mini",
      "minutes": 6,
      "date": "2026-04",
      "sponsored": true,
      "kind": "review",
      "verdict": 9.4,
      "takeaway": "Paid placement."
    },
    {
      "channel": "Unboxed Weekly",
      "channel_kind": "First-impressions channel",
      "title": "Lucca Mini unboxing and first shots",
      "minutes": 8,
      "date": "2026-03",
      "sponsored": true,
      "kind": "review",
      "verdict": 9.2,
      "takeaway": "Paid placement."
    },
    {
      "channel": "Morning Ritual",
      "channel_kind": "Coffee channel",
      "title": "Lucca Mini honest review: great for lattes, not for purists",
      "minutes": 15,
      "date": "2026-06",
      "sponsored": false,
      "kind": "review",
      "verdict": 7.4,
      "takeaway": "Fast and easy; shots are thin next to dual boilers."
    }
  ]
}