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Liv Embolden E+ 2

bikeexchange:liv_embolden_eplus_2_29_2027 · source URL · confidence 0.69 · GTIN 4711291253315

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

Canonical configuration: Liv | Embolden E+ 2 | CUES | 2027
Confidence: medium

• brand exact (Liv)
• model normalized to "embolden e 2"
• groupset family exact (CUES)
• model year 2027 on 5 of 6 listings, unstated on the rest
• GTIN match (4711291253308, 4711291253315, 4711291253322, +1 more)
• 6 listings across 4 retailers
• downgraded to medium: listings disagree on suspension: front vs none
• conflict: suspension: front vs none

Provenance — why we believe each fact

Warnings

• info single-size-only — Only one size is in stock (S).
• 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": 8,
  "wheelScore": 5,
  "extrasScore": 3,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 24,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "Shimano CUES = 11.",
    "10-speed -3.",
    "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.",
    "Weight not published: no weight adjustment either way.",
    "Fork series not stated: scored at the bottom of the fork ladder rather than assumed.",
    "Dropper post +3."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The source names the frame as \"AluxX SL\" but does not explicitly state a frame material. The Giant AM30 wheelset is named, but its material and a defensible tier are not stated. \"Zulässiges Gesamtgewicht: 156.0\" is the permitted total system weight, not the complete-bike weight. The brake model and \"Art der Bremse: BR25\" do not deterministically establish a vocabulary brake type. The CUES shifter and derailleur are named, but electronic shifting is not explicitly stated.",
  "raw": {
    "frameMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Shimano Cues LinkGlide RD-U6020 10-fach",
      "confidence": 0.99
    },
    "groupsetFamily": {
      "value": "CUES",
      "evidence": "Shimano Cues LinkGlide RD-U6020 10-fach",
      "confidence": 0.99
    },
    "electronicShifting": {
      "value": null,
      "evidence": null,
      "confidence": 0.96
    },
    "speeds": {
      "value": "10",
      "evidence": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
      "confidence": 0.99
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Kurbelgarnitur: Giant Forged Alloy, 36 Zähne",
      "confidence": 0.86
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "brakes": {
      "value": null,
      "evidence": null,
      "confidence": 0.95
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "notes": "The source names the frame as \"AluxX SL\" but does not explicitly state a frame material. The Giant AM30 wheelset is named, but its material and a defensible tier are not stated. \"Zulässiges Gesamtgewicht: 156.0\" is the permitted total system weight, not the complete-bike weight. The brake model and \"Art der Bremse: BR25\" do not deterministically establish a vocabulary brake type. The CUES shifter and derailleur are named, but electronic shifting is not explicitly stated."
  }
}

Normalized record

{
  "id": "bikeexchange:liv_embolden_eplus_2_29_2027",
  "retailer": "bikeexchange",
  "retailerProductId": "liv_embolden_eplus_2_29_2027",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv_embolden_eplus_2_29_2027?sku=LIV_0000695174",
  "brand": "Liv",
  "model": "Embolden E+ 2",
  "modelYear": 2027,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 3998,
  "originalPrice": 3999,
  "currency": "EUR",
  "discountPercent": 0,
  "frameMaterial": "unknown",
  "frameModel": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 10,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "Giant Forged Alloy, 36 Zähne",
  "cassette": null,
  "brakes": "hydraulic-disc",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "front",
  "fork": {
    "make": null,
    "line": "36",
    "tier": "unknown",
    "travelMm": 150
  },
  "rearShock": null,
  "dropperPost": true,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": "29",
  "wheelset": "Giant AM30 Wheelset (tubeless ready, 30mm inner width), Shimano TC500 Boost hubs, Maxxis Minion DHF 2.5\" (front) / Dissector 2.4\" (rear) tir",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Maxxis Minion DHF 29x2.5, Pannenschutz",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
      "brand": "giant",
      "model": "giant-syncdrive-sport-gen1",
      "position": "mid",
      "torqueNm": 85,
      "torqueSource": "retailer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "625.0 | Giant EnergyPak Smart",
      "capacityWh": 625,
      "count": 1,
      "integration": "unknown",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Giant RideControl Dash 2",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-mtb",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": 156,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3998,
      "seller": "E-Bike Limbächer",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    }
  ],
  "seller": "E-Bike Limbächer",
  "availability": "limited",
  "gtins": [
    "4711291253315"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/6c6941e3c9d08da54b76-QCoPiUAm.png",
  "rawTitle": "Liv Embolden E+ 2",
  "fetchedAt": "2026-09-26T05:41:33.364Z",
  "normalizationConfidence": 0.69,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (S).",
      "severity": "info"
    },
    {
      "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",
      "batteryIntegration",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "",
    "raw": {
      "motorBrand": {
        "value": "giant",
        "evidence": "Motor: Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
        "confidence": 1
      },
      "motorModel": {
        "value": "giant-syncdrive-sport-3",
        "evidence": "Motor: Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
        "confidence": 1
      },
      "batteryWh": {
        "value": "625",
        "evidence": "625wh",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "notes": ""
    }
  }
}

Parsed specification table

{
  "Rahmen": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
  "Zulässiges Gesamtgewicht": "156.0",
  "Bremse vorne": "Tektro HD-M6040 Orion",
  "Bremse": "Tektro HD-M6040 Orion",
  "Bremsscheibe vorne": "⌀ 220 mm",
  "Bremsscheiben": "⌀ 220 mm, ⌀ 203 mm",
  "Bremsscheibe hinten": "⌀ 203 mm",
  "Art der Bremse": "BR25",
  "Bremshebel": "Tektro HD-M6040 Orion",
  "Laufrad vorne": "Giant AM30 Rims / Shimano TC500 Hub, 15x110mm Boost thru-axle",
  "Reifen hinten": "Maxxis Minion DHF 29x2.5, Pannenschutz",
  "Laufräder": "Giant AM30 Wheelset (tubeless ready, 30mm inner width), Shimano TC500 Boost hubs, Maxxis Minion DHF 2.5\" (front) / Dissector 2.4\" (rear) tires",
  "Laufradgröße": "29.0",
  "Reifen vorne": "Maxxis Minion DHF 29x2.5, Pannenschutz",
  "Reifen": "Maxxis Minion DHF 29x2.5, Pannenschutz",
  "Bedieneinheit": "Giant RideControl Dash 2",
  "Vorbau": "Giant Contact SL",
  "Lenker": "Giant Connect TR Riser 31.8",
  "Griffe": "Liv Tactal Pro Single Lock-On",
  "Display": "Giant RideControl Dash 2",
  "Akkukapazität": "625.0",
  "Ladegerät": "Giant EnergyPak Smart Charger 4A",
  "Akku": "Giant EnergyPak Smart",
  "Motor": "Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
  "Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
  "Kurbelgarnitur": "Giant Forged Alloy, 36 Zähne",
  "Schalthebel": "Shimano Cues SL-U6000",
  "Sattel": "Liv Ergo Contact Trail",
  "Sattelstütze": "Giant Contact Switch AT Vario Stütze",
  "Federweg vorne": "150.0",
  "Dämpfer": "Giant Crest FloTrac, Luft",
  "Gabel": "Giant STL 36 Air, Luft, Federweg: 150mm",
  "Federweg hinten": "140.0",
  "Jahr": "2027"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "liv_embolden_eplus_2_29_2027",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv_embolden_eplus_2_29_2027?sku=LIV_0000695174",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Liv Embolden E+ 2",
  "rawBrand": "Liv",
  "price": 3998,
  "originalPrice": 3999,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/6c6941e3c9d08da54b76-QCoPiUAm.png",
  "rawSpecifications": {
    "Rahmen": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
    "Zulässiges Gesamtgewicht": "156.0",
    "Bremse vorne": "Tektro HD-M6040 Orion",
    "Bremse": "Tektro HD-M6040 Orion",
    "Bremsscheibe vorne": "⌀ 220 mm",
    "Bremsscheiben": "⌀ 220 mm, ⌀ 203 mm",
    "Bremsscheibe hinten": "⌀ 203 mm",
    "Art der Bremse": "BR25",
    "Bremshebel": "Tektro HD-M6040 Orion",
    "Laufrad vorne": "Giant AM30 Rims / Shimano TC500 Hub, 15x110mm Boost thru-axle",
    "Reifen hinten": "Maxxis Minion DHF 29x2.5, Pannenschutz",
    "Laufräder": "Giant AM30 Wheelset (tubeless ready, 30mm inner width), Shimano TC500 Boost hubs, Maxxis Minion DHF 2.5\" (front) / Dissector 2.4\" (rear) tires",
    "Laufradgröße": "29.0",
    "Reifen vorne": "Maxxis Minion DHF 29x2.5, Pannenschutz",
    "Reifen": "Maxxis Minion DHF 29x2.5, Pannenschutz",
    "Bedieneinheit": "Giant RideControl Dash 2",
    "Vorbau": "Giant Contact SL",
    "Lenker": "Giant Connect TR Riser 31.8",
    "Griffe": "Liv Tactal Pro Single Lock-On",
    "Display": "Giant RideControl Dash 2",
    "Akkukapazität": "625.0",
    "Ladegerät": "Giant EnergyPak Smart Charger 4A",
    "Akku": "Giant EnergyPak Smart",
    "Motor": "Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
    "Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
    "Kurbelgarnitur": "Giant Forged Alloy, 36 Zähne",
    "Schalthebel": "Shimano Cues SL-U6000",
    "Sattel": "Liv Ergo Contact Trail",
    "Sattelstütze": "Giant Contact Switch AT Vario Stütze",
    "Federweg vorne": "150.0",
    "Dämpfer": "Giant Crest FloTrac, Luft",
    "Gabel": "Giant STL 36 Air, Luft, Federweg: 150mm",
    "Federweg hinten": "140.0",
    "Jahr": "2027"
  },
  "rawFeatures": [
    "GIANT",
    "625wh",
    "Shimano Cues",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3998,
      "seller": "E-Bike Limbächer",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    }
  ],
  "availabilityText": "sizes 1: 1 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T05:41:33.364Z",
  "sourceMeta": {
    "skus": [
      "4711291253315"
    ],
    "shopSkus": [
      "LIV_0000695174",
      "LIV_0000695174"
    ],
    "seller": "E-Bike Limbächer",
    "sellerOfSize": "S",
    "sellerId": "f4da77e0-a44e-4bf4-b0fc-0f416ad11aaf",
    "storeKey": "store_01KMQ9VTY06NKK77EK4HXGW108_eur",
    "storeCity": "Filderstadt",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P7D",
    "shippingPrice": 89,
    "hasMoreSellers": true,
    "condition": "NEW",
    "ctProductId": "a9f1c4c1-a990-4027-bc6f-4f26d879c6df",
    "shopCategory": "E-Fully",
    "colourCount": 1,
    "fetchedSku": "LIV_0000695174"
  },
  "listingPath": [
    "E-Bikes",
    "E-MTB",
    "E-Fully"
  ]
}

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