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Specialized Vado 3 4.0 Gloss Pacific Blue/Dune White 2027

liquid-life:10597673763125 · source URL · confidence 0.69

Eligibility

Cannot win: confidence 0.69 below 0.75; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

A shopper asking for: 54 → nothing compatible · 56 → nothing compatible · 58 → nothing compatible · 60 → nothing compatible

Identity

Only listing of this configuration — nothing to merge.

Provenance — why we believe each fact

Warnings

• high frame-material-unknown — Frame material could not be established.
• info wheel-material-unknown — Wheel material could not be established.

Score breakdown

{
  "frameScore": 8,
  "drivetrainScore": 7,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 0,
  "weightAdjustment": -3,
  "equipmentValue": 17,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "Shimano CUES = 11.",
    "9-speed -4.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "Brakes \"hydraulic-disc\" = 0, the baseline for mtb-hardtail.",
    "28.55 kg vs 14.4 kg mtb-hardtail reference = -3.",
    "Fork series not stated: scored at the bottom of the fork ladder rather than assumed.",
    "Brake series \"basic\" +0."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "wheelMaterial",
    "wheelTier"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The source names the rim dimensions but does not establish wheel material or a recognizable wheelset model, so wheelMaterial and wheelTier are unresolved. The crank is not identified as a groupset family, so mixedGroupset cannot be determined. Electronic shifting and power meter are not established.",
  "raw": {
    "frameMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Schaltwerk: Shimano CUES 9-Speed",
      "confidence": 0.99
    },
    "groupsetFamily": {
      "value": "CUES",
      "evidence": "Schaltwerk: Shimano CUES 9-Speed",
      "confidence": 0.99
    },
    "electronicShifting": {
      "value": null,
      "evidence": null,
      "confidence": 0.95
    },
    "speeds": {
      "value": "9",
      "evidence": "Schaltwerk: Shimano CUES 9-Speed",
      "confidence": 0.99
    },
    "mixedGroupset": {
      "value": null,
      "evidence": null,
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "hydraulic disc",
      "confidence": 0.99
    },
    "weightKg": {
      "value": "28.55",
      "evidence": "Gewicht in kg: 28.55",
      "confidence": 0.99
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "notes": "The source names the rim dimensions but does not establish wheel material or a recognizable wheelset model, so wheelMaterial and wheelTier are unresolved. The crank is not identified as a groupset family, so mixedGroupset cannot be determined. Electronic shifting and power meter are not established."
  }
}

Normalized record

{
  "id": "liquid-life:10597673763125",
  "retailer": "liquid-life",
  "retailerProductId": "10597673763125",
  "productUrl": "https://www.liquid-life.de/products/specialized-vado-3-4-0-gloss-pacific-blue-dune-white-2027",
  "brand": "Specialized",
  "model": "Vado 3 4.0 Gloss Pacific Blue/Dune White",
  "modelYear": 2027,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 4199,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "unknown",
  "frameModel": "Vado 3 frame, comfort optimized geometry, side entry battery",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 9,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "CUES",
    "rearDerailleur": "CUES",
    "cassette": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "170MM, CL 55MM,W/BCD 110MM, NW 40T,W/CG",
  "cassette": "Shimano CUES 9-speed, 11-41t",
  "brakes": "hydraulic-disc",
  "brakePistons": 2,
  "brakeTier": "basic",
  "suspension": "front",
  "fork": {
    "make": "SR Suntour",
    "line": null,
    "tier": "unknown",
    "travelMm": 90
  },
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": false,
  "hubDynamo": null,
  "rack": true,
  "mudguards": null,
  "chaincase": null,
  "kickstand": true,
  "lighting": true,
  "wheelSize": "mullet",
  "wheelset": "29 front, 27.5 rear, 30mm inner width, 32h | VR: Shimano, center lock disc | HR: Shimano Freehub, Center Lock Disc",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "VR: Specialized Infinity Flat Resistant TOURING reflect 29X2.3 | HR: Specialized Infinity Flat Resistant TOURING reflect 27.5X2.3",
  "weightKg": 28.55,
  "ebike": {
    "motor": {
      "text": "Specialized 3.1 Motor",
      "brand": "specialized",
      "model": "specialized-3-1",
      "position": "mid",
      "torqueNm": 105,
      "torqueSource": "manufacturer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "Specialized Turbo 840Wh integrated battery pack",
      "capacityWh": 840,
      "count": 1,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Turbo Ergonomic remote",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-trekking",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "in-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/664748.webp?v=1784033460",
  "rawTitle": "Specialized Vado 3 4.0 Gloss Pacific Blue/Dune White 2027",
  "fetchedAt": "2026-09-26T08:02:33.333Z",
  "normalizationConfidence": 0.69,
  "warnings": [
    {
      "code": "frame-material-unknown",
      "message": "Frame material could not be established.",
      "severity": "high"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "speedClass",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "speedClass and frameShape are not established by the source text.",
    "raw": {
      "motorBrand": {
        "value": "specialized",
        "evidence": "Specialized 3.1 Motor",
        "confidence": 1
      },
      "motorModel": {
        "value": "specialized-3-1",
        "evidence": "Specialized 3.1 Motor",
        "confidence": 1
      },
      "batteryWh": {
        "value": "840",
        "evidence": "Specialized Turbo 840Wh integrated battery pack",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "batteryIntegration": {
        "value": "integrated",
        "evidence": "Specialized Turbo 840Wh integrated battery pack",
        "confidence": 1
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "notes": "speedClass and frameShape are not established by the source text."
    }
  }
}

Parsed specification table

{
  "Rahmen": "Vado 3 frame, comfort optimized geometry, side entry battery",
  "Gabel": "SR Suntour suspension fork, 90MM of travel, Stanchion 34MM, 15MM Thru axle, 29\" wheel",
  "Antrieb": "Specialized 3.1 Motor, 105Nm torque, 810W power",
  "Akku": "Specialized Turbo 840Wh integrated battery pack",
  "Display": "Turbo Ergonomic remote",
  "Felge": "29 front, 27.5 rear, 30mm inner width, 32h",
  "Naben": "VR: Shimano, center lock disc | HR: Shimano Freehub, Center Lock Disc",
  "Reifen": "VR: Specialized Infinity Flat Resistant TOURING reflect 29X2.3 | HR: Specialized Infinity Flat Resistant TOURING reflect 27.5X2.3",
  "Laufradgröße": "Mullet",
  "Schaltwerk": "Shimano CUES 9-Speed",
  "Schalthebel": "Shimano CUES 9-Speed with Optical Gear Display",
  "Kette": "KMC eGlide for 11-Speed CUES",
  "Kurbel": "170MM, CL 55MM,W/BCD 110MM, NW 40T,W/CG",
  "Kassette": "Shimano CUES 9-speed, 11-41t",
  "Bremsen": "VR: Shimano BR-MT200, hydraulic disc, 180mm | HR: Shimano BR-MT200, hydraulic disc, 180mm",
  "Lenker": "Alloy, Rise 34.4MM,31.8MM, Back Sweep 13°, Up Sweep 7.8°, Bar End 22.2MM, 690-730MM",
  "Griffe": "Specialized Body Geometry",
  "Vorbau": "Stem w/ integrated color display & USB-C phone charger, 31.8MM",
  "Sattel": "Body Geometry, Rivo 2 Gel,168MM",
  "Sattelstütze": "Suspension, 40mm travel, 34.9mm",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Gepäckträger": "KIT REAR RACK,RACK A1.1,ALY",
  "Ständer": "KICKSTAND, MASSLOAD, SPL-120, ADC10 ALLOY, PA6 NYLON SHOE ADJUSTABLE FOR 26IN-29",
  "Licht vorne": "FRONT LIGHT, LEZYNE,1-E001-PRST-17C8MR-S, EBIKE POWER STVZO E500+. SUNTOR MOBIE MOUNT, BLACK HARDWARE, 4X1500MM WIRE W/FASTON CONNECTORS 110 SERIES MALE (#A110015BS2), WITH REFLECTOR, MATT BLACK W/ GLOSS BLACK LOGO",
  "Licht hinten": "LIGHT,SPGL XER,BLADE,SPANNINGA",
  "Gewicht in kg": "28.55",
  "Disziplin": "E-Trekkingbike"
}

Raw adapter output

{
  "retailer": "liquid-life",
  "retailerProductId": "10597673763125",
  "productUrl": "https://www.liquid-life.de/products/specialized-vado-3-4-0-gloss-pacific-blue-dune-white-2027",
  "extractionMethod": "public-json-api",
  "sourceCategory": "e-bike",
  "rawTitle": "Specialized Vado 3 4.0 Gloss Pacific Blue/Dune White 2027",
  "rawBrand": "Specialized",
  "price": 4199,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/664748.webp?v=1784033460",
  "rawSpecifications": {
    "Rahmen": "Vado 3 frame, comfort optimized geometry, side entry battery",
    "Gabel": "SR Suntour suspension fork, 90MM of travel, Stanchion 34MM, 15MM Thru axle, 29\" wheel",
    "Antrieb": "Specialized 3.1 Motor, 105Nm torque, 810W power",
    "Akku": "Specialized Turbo 840Wh integrated battery pack",
    "Display": "Turbo Ergonomic remote",
    "Felge": "29 front, 27.5 rear, 30mm inner width, 32h",
    "Naben": "VR: Shimano, center lock disc | HR: Shimano Freehub, Center Lock Disc",
    "Reifen": "VR: Specialized Infinity Flat Resistant TOURING reflect 29X2.3 | HR: Specialized Infinity Flat Resistant TOURING reflect 27.5X2.3",
    "Laufradgröße": "Mullet",
    "Schaltwerk": "Shimano CUES 9-Speed",
    "Schalthebel": "Shimano CUES 9-Speed with Optical Gear Display",
    "Kette": "KMC eGlide for 11-Speed CUES",
    "Kurbel": "170MM, CL 55MM,W/BCD 110MM, NW 40T,W/CG",
    "Kassette": "Shimano CUES 9-speed, 11-41t",
    "Bremsen": "VR: Shimano BR-MT200, hydraulic disc, 180mm | HR: Shimano BR-MT200, hydraulic disc, 180mm",
    "Lenker": "Alloy, Rise 34.4MM,31.8MM, Back Sweep 13°, Up Sweep 7.8°, Bar End 22.2MM, 690-730MM",
    "Griffe": "Specialized Body Geometry",
    "Vorbau": "Stem w/ integrated color display & USB-C phone charger, 31.8MM",
    "Sattel": "Body Geometry, Rivo 2 Gel,168MM",
    "Sattelstütze": "Suspension, 40mm travel, 34.9mm",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Gepäckträger": "KIT REAR RACK,RACK A1.1,ALY",
    "Ständer": "KICKSTAND, MASSLOAD, SPL-120, ADC10 ALLOY, PA6 NYLON SHOE ADJUSTABLE FOR 26IN-29",
    "Licht vorne": "FRONT LIGHT, LEZYNE,1-E001-PRST-17C8MR-S, EBIKE POWER STVZO E500+. SUNTOR MOBIE MOUNT, BLACK HARDWARE, 4X1500MM WIRE W/FASTON CONNECTORS 110 SERIES MALE (#A110015BS2), WITH REFLECTOR, MATT BLACK W/ GLOSS BLACK LOGO",
    "Licht hinten": "LIGHT,SPGL XER,BLADE,SPANNINGA",
    "Gewicht in kg": "28.55",
    "Disziplin": "E-Trekkingbike"
  },
  "rawFeatures": [
    "Specialized Vado 3 4.0 Gloss Pacific Blue/Dune White 2027 | E-Trekkingbike Das Vado 3 bietet überzeugende Leistung für schnelle Fahrten in der Stadt, Wochenendausflüge und mühelose Kraft, die sich so natürlich anfühlt wie du selbst. Pure Effizienz trifft auf unvergleichliche Einfachheit – entstanden aus der SuperNatural-DNA des Levo 4, mit instinktiver Kraft und einer außergewöhnlichen Reichweite, die dich überall hinbringt. Dank branchenführender Innovationen wie unserem digitalen schlüssellosen Schloss und der integrierten Apple „Wo Ist?“-Funktion sorgt das Vado 3 dafür, dass du auch bei hoher Geschwindigkeit gelassen und souverän bleibst und immer die Kontrolle behältst. The Art of Arrival – perfected."
  ],
  "rawSizes": [
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4199,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "4 of 4 variants in stock",
  "fetchedAt": "2026-09-26T08:02:33.333Z",
  "sourceMeta": {
    "shopifyProductId": 10597673763125,
    "handle": "specialized-vado-3-4-0-gloss-pacific-blue-dune-white-2027",
    "productType": "E-Trekkingbike",
    "tags": [
      "AVAILABLE_AT_Zentrallager Liquid-Life",
      "BIKE-UVP",
      "E-Bike",
      "E-Trekking",
      "E-Trekkingbike",
      "Klaviyo-UVP",
      "Specialized",
      "UVP20"
    ],
    "variantSkus": [
      "664748",
      "664747",
      "664746",
      "664745"
    ]
  },
  "listingPath": [
    "E-Bikes",
    "E-Trekking",
    "E-Trekkingbike"
  ]
}

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