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Specialized Vado 3 4.0 Gloss Nebula Metallic/Silver Dust 2027

liquid-life:10597673697589 · 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 specifies the frame as “Vado 3 frame” but does not establish its material. It lists rim dimensions but does not identify the rim or wheel material, and no wheelset model is provided for tier classification. The drivetrain also contains a possible inconsistency: “Kette: KMC eGlide for 11-Speed CUES” while the derailleur, shifter, and cassette are specified as 9-speed; this does not establish a mixed groupset.",
  "raw": {
    "frameMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "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": "false",
      "evidence": "Schalthebel: Shimano CUES 9-Speed with Optical Gear Display",
      "confidence": 0.95
    },
    "speeds": {
      "value": "9",
      "evidence": "Schaltwerk: Shimano CUES 9-Speed",
      "confidence": 0.99
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Schaltwerk: Shimano CUES 9-Speed",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: VR: Shimano BR-MT200, hydraulic disc, 180mm | HR: Shimano BR-MT200, hydraulic disc, 180mm",
      "confidence": 0.99
    },
    "weightKg": {
      "value": "28.55",
      "evidence": "Gewicht in kg: 28.55",
      "confidence": 0.99
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "notes": "The source specifies the frame as “Vado 3 frame” but does not establish its material. It lists rim dimensions but does not identify the rim or wheel material, and no wheelset model is provided for tier classification. The drivetrain also contains a possible inconsistency: “Kette: KMC eGlide for 11-Speed CUES” while the derailleur, shifter, and cassette are specified as 9-speed; this does not establish a mixed groupset."
  }
}

Normalized record

{
  "id": "liquid-life:10597673697589",
  "retailer": "liquid-life",
  "retailerProductId": "10597673697589",
  "productUrl": "https://www.liquid-life.de/products/specialized-vado-3-4-0-gloss-nebula-metallic-silver-dust-2027",
  "brand": "Specialized",
  "model": "Vado 3 4.0 Gloss Nebula Metallic/Silver Dust",
  "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/664752.webp?v=1784033459",
  "rawTitle": "Specialized Vado 3 4.0 Gloss Nebula Metallic/Silver Dust 2027",
  "fetchedAt": "2026-09-26T08:02:36.424Z",
  "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": "Antrieb: Specialized 3.1 Motor, 105Nm torque, 810W power",
        "confidence": 1
      },
      "motorModel": {
        "value": "specialized-3-1",
        "evidence": "Antrieb: Specialized 3.1 Motor, 105Nm torque, 810W power",
        "confidence": 1
      },
      "batteryWh": {
        "value": "840",
        "evidence": "Akku: Specialized Turbo 840Wh integrated battery pack",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": "integrated",
        "evidence": "Akku: Specialized Turbo 840Wh integrated battery pack",
        "confidence": 1
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "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": "10597673697589",
  "productUrl": "https://www.liquid-life.de/products/specialized-vado-3-4-0-gloss-nebula-metallic-silver-dust-2027",
  "extractionMethod": "public-json-api",
  "sourceCategory": "e-bike",
  "rawTitle": "Specialized Vado 3 4.0 Gloss Nebula Metallic/Silver Dust 2027",
  "rawBrand": "Specialized",
  "price": 4199,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/664752.webp?v=1784033459",
  "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 Nebula Metallic/Silver Dust 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": "2026-09-26T08:02:36.424Z",
  "sourceMeta": {
    "shopifyProductId": 10597673697589,
    "handle": "specialized-vado-3-4-0-gloss-nebula-metallic-silver-dust-2027",
    "productType": "E-Trekkingbike",
    "tags": [
      "AVAILABLE_AT_Zentrallager Liquid-Life",
      "BIKE-UVP",
      "E-Bike",
      "E-Trekking",
      "E-Trekkingbike",
      "Klaviyo-UVP",
      "Specialized",
      "UVP20"
    ],
    "variantSkus": [
      "664752",
      "664751",
      "664750",
      "664749"
    ]
  },
  "listingPath": [
    "E-Bikes",
    "E-Trekking",
    "E-Trekkingbike"
  ]
}

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