Liv Embolden E+ 0 Diamant atmosphere

bikes-de:liv-embolden-eplus-0-2027 · source URL · confidence 0.83 · GTIN 4711291253223, 4711291253230, 4711291253247, 4711291253254

Eligibility

Cannot win: e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
XS \| (27,5")	XS	—	unknown	unsupported	no	listing price	—
S \| (29")	S	—	unknown	unsupported	no	listing price	—
M \| (29")	M	—	unknown	unsupported	yes	€5.499	—
L \| (29")	L	—	unknown	unsupported	no	listing price	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XS | (27,5")

—

unknown

unsupported

listing price

—

S | (29")

—

unknown

unsupported

listing price

—

M | (29")

—

unknown

unsupported

yes

€5.499

—

L | (29")

—

unknown

unsupported

listing price

—

mapping	unsupported
reason	Liv publishes no defensible conventional equivalence for its letter sizes. Liv publishes rider-height ranges only, and Giant's conventional-size table cannot be borrowed for it even though Liv is Giant's own brand: Liv's letters sit close to a full size lower. Liv's Langma reads XXS 145-160, XS 152-166, S 158-172, M 164-178, L 170-184 cm, where Giant's TCR reads XS 157-169, S 165-175, M 171-181, ML 177-187, L 183-193. A Liv L is positioned where a Giant M/S is, so applying the Giant mapping would tell a 58 cm shopper that a Liv L fits when it is nearer a conventional 54.

mapping

unsupported

reason

Liv publishes no defensible conventional equivalence for its letter sizes. Liv publishes rider-height ranges only, and Giant's conventional-size table cannot be borrowed for it even though Liv is Giant's own brand: Liv's letters sit close to a full size lower. Liv's Langma reads XXS 145-160, XS 152-166, S 158-172, M 164-178, L 170-184 cm, where Giant's TCR reads XS 157-169, S 165-175, M 171-181, ML 177-187, L 183-193. A Liv L is positioned where a Giant M/S is, so applying the Giant mapping would tell a 58 cm shopper that a Liv L fits when it is nearer a conventional 54.

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

Identity

Canonical configuration: Liv | Embolden E+ 0 | CUES | 2027
Confidence: high

brand exact (Liv)
model normalized to "embolden e 0"
groupset family exact (CUES)
model year exact (2027)
GTIN match (4711291253223, 4711291253230, 4711291253247, +1 more)
3 listings across 3 retailers

retailer	price	sizes in stock
BikeExchange	€5.499	M	debug
Mount7	€5.499	M, L, XS	debug
bikes.de	€5.499	M \| (29")	debug

retailer

price

sizes in stock

BikeExchange

€5.499

debug

Mount7

€5.499

M, L, XS

debug

bikes.de

€5.499

M | (29")

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bikes-de / parse Liv

model retailer:bikes-de / derived Liv Embolden E+ 0 Diamant atmosphere

modelYear retailer:bikes-de / parse Jahr: 2027

category retailer:bikes-de / parse E+

frameMaterial retailer:bikes-de / parse Aluminium

groupsetFamily retailer:bikes-de / dictionary SHIMANO Cues SL-U6000-11 || SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang

electronicShifting retailer:bikes-de / derived SHIMANO Cues SL-U6000-11 || SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang

speeds retailer:bikes-de / parse 11-fach

brakes retailer:bikes-de / parse Hydraulische Scheibenbremse

brakeTier retailer:bikes-de / dictionary XT BR-M8

brakePistons retailer:bikes-de / parse Shimano caliper code BR-M8120

suspension retailer:bikes-de / derived rear shock row: Fox Float X Performance 185x52.5, Luft

fork retailer:bikes-de / dictionary Fox 36 Float Rhythm, Luft, Federweg: 150mm

rearShock retailer:bikes-de / dictionary Fox Float X Performance 185x52.5, Luft

dropperPost retailer:bikes-de / derived Vario

beltDrive retailer:bikes-de / parse CN-LG5

wheelSize retailer:bikes-de / parse 27.5

powerMeter retailer:bikes-de / derived absent from a 39-field spec table

availability retailer:bikes-de / derived 1 of 4 frame sizes offered for shipping by a bikes.de dealer

ebike.motor retailer:bikes-de / parse Giant SyncDrive Pro 3X, 100 Nm

ebike.motor.position deterministic / dictionary giant-syncdrive-pro-3x: https://www.giant-bicycles.com/global/syncdrive

ebike.motor.torqueNm retailer:bikes-de / parse 100 Nm

ebike.battery.capacityWh retailer:bikes-de / parse Akku-Kapazität (Wh): 800

ebike.speedClass retailer:bikes-de / parse Motor-Unterstützung: bis 25 km/h

ebike.eDiscipline retailer:bikes-de / parse shelf: E-MTB Fullys

ebike.display retailer:bikes-de / parse Display: Giant RideControl Dash 2

ebike.maxSystemWeightKg retailer:bikes-de / parse Zulässiges Gesamtgewicht: 140

ebike.frameShape retailer:bikes-de / parse Diamant

field	source	evidence
brand	`retailer:bikes-de` / parse	Liv
model	`retailer:bikes-de` / derived	Liv Embolden E+ 0 Diamant atmosphere
modelYear	`retailer:bikes-de` / parse	Jahr: 2027
category	`retailer:bikes-de` / parse	E+
frameMaterial	`retailer:bikes-de` / parse	Aluminium
groupsetFamily	`retailer:bikes-de` / dictionary	SHIMANO Cues SL-U6000-11 \|\| SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang
electronicShifting	`retailer:bikes-de` / derived	SHIMANO Cues SL-U6000-11 \|\| SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang
speeds	`retailer:bikes-de` / parse	11-fach
brakes	`retailer:bikes-de` / parse	Hydraulische Scheibenbremse
brakeTier	`retailer:bikes-de` / dictionary	XT BR-M8
brakePistons	`retailer:bikes-de` / parse	Shimano caliper code BR-M8120
suspension	`retailer:bikes-de` / derived	rear shock row: Fox Float X Performance 185x52.5, Luft
fork	`retailer:bikes-de` / dictionary	Fox 36 Float Rhythm, Luft, Federweg: 150mm
rearShock	`retailer:bikes-de` / dictionary	Fox Float X Performance 185x52.5, Luft
dropperPost	`retailer:bikes-de` / derived	Vario
beltDrive	`retailer:bikes-de` / parse	CN-LG5
wheelSize	`retailer:bikes-de` / parse	27.5
powerMeter	`retailer:bikes-de` / derived	absent from a 39-field spec table
availability	`retailer:bikes-de` / derived	1 of 4 frame sizes offered for shipping by a bikes.de dealer
ebike.motor	`retailer:bikes-de` / parse	Giant SyncDrive Pro 3X, 100 Nm
ebike.motor.position	`deterministic` / dictionary	giant-syncdrive-pro-3x: https://www.giant-bicycles.com/global/syncdrive
ebike.motor.torqueNm	`retailer:bikes-de` / parse	100 Nm
ebike.battery.capacityWh	`retailer:bikes-de` / parse	Akku-Kapazität (Wh): 800
ebike.speedClass	`retailer:bikes-de` / parse	Motor-Unterstützung: bis 25 km/h
ebike.eDiscipline	`retailer:bikes-de` / parse	shelf: E-MTB Fullys
ebike.display	`retailer:bikes-de` / parse	Display: Giant RideControl Dash 2
ebike.maxSystemWeightKg	`retailer:bikes-de` / parse	Zulässiges Gesamtgewicht: 140
ebike.frameShape	`retailer:bikes-de` / parse	Diamant

Warnings

info single-size-only — Only one size is in stock (M | (29")).
info wheel-material-unknown — Wheel material could not be established.
info mixed-groupset — Not a uniform groupset: {"shifters":"CUES","rearDerailleur":"XT"}. Ranked on the shifting level, with a penalty.

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 9,
  "wheelScore": 5,
  "extrasScore": 7,
  "suspensionScore": 4,
  "weightAdjustment": 0,
  "equipmentValue": 36,
  "notes": [
    "Shimano CUES = 11.",
    "Mixed groupset, but no crank or cassette below the family it is ranked as: no penalty.",
    "11-speed -2.",
    "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 \"entry\" +4 (150 mm travel, which is not scored).",
    "Brake series \"upper\" +4.",
    "Dropper post +3."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The drivetrain is mixed: the rear derailleur is Shimano Deore XT LinkGlide, while the shifter is Shimano CUES and the crankset is Giant Forged Alloy. Giant TRA 2 wheels are named, but the source does not establish their material or a defensible wheel tier. Complete-bike weight and power-meter status are not stated.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmenmaterial lt. Hersteller: Aluminium",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang",
      "confidence": 0.99
    },
    "groupsetFamily": {
      "value": "CUES",
      "evidence": "SHIMANO Cues SL-U6000-11",
      "confidence": 0.85
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schaltungstyp: Kettenschaltung",
      "confidence": 0.9
    },
    "speeds": {
      "value": "11",
      "evidence": "Anzahl Gänge: 11",
      "confidence": 1
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang",
      "confidence": 0.98
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: Hydraulische Scheibenbremse",
      "confidence": 1
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "notes": "The drivetrain is mixed: the rear derailleur is Shimano Deore XT LinkGlide, while the shifter is Shimano CUES and the crankset is Giant Forged Alloy. Giant TRA 2 wheels are named, but the source does not establish their material or a defensible wheel tier. Complete-bike weight and power-meter status are not stated."
  }
}

Normalized record

{
  "id": "bikes-de:liv-embolden-eplus-0-2027",
  "retailer": "bikes-de",
  "retailerProductId": "liv-embolden-eplus-0-2027",
  "productUrl": "https://www.bikes.de/shop/e-bikes/marke.liv/liv-embolden-eplus-0-2027/",
  "brand": "Liv",
  "model": "Embolden E+ 0 Diamant atmosphere",
  "modelYear": 2027,
  "category": "e-bike",
  "categoryBasis": "stated",
  "sourceCategory": "e-bike",
  "price": 5499,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "aluminium",
  "frameModel": null,
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 11,
  "mixedGroupset": true,
  "groupsetComponents": {
    "shifters": "CUES",
    "rearDerailleur": "XT"
  },
  "groupsetTierSpread": 0,
  "crank": "Giant Forged Alloy, 36 Zähne",
  "cassette": null,
  "brakes": "hydraulic-disc",
  "brakePistons": 4,
  "brakeTier": "upper",
  "suspension": "full",
  "fork": {
    "make": "FOX",
    "line": "36",
    "tier": "entry",
    "travelMm": 150
  },
  "rearShock": {
    "make": "FOX",
    "line": "Float X",
    "tier": "mid"
  },
  "dropperPost": true,
  "beltDrive": false,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": "27.5",
  "wheelset": "VR: Giant TRA 2, HR: Giant TRA 2",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "VR: Maxxis Minion DHF 27.5x2.5, Pannenschutz, Maxxis Dissector 27.5x2.4, Pannenschutz, HR: Maxxis Minion DHF 27.5x2.5, Pannenschutz",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Giant SyncDrive Pro 3X, 100 Nm",
      "brand": "giant",
      "model": "giant-syncdrive-pro-3x",
      "position": "mid",
      "torqueNm": 100,
      "torqueSource": "retailer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "Giant EnergyPak Smart | 800",
      "capacityWh": 800,
      "count": 1,
      "integration": "unknown",
      "removable": null
    },
    "speedClass": "pedelec-25",
    "rangeExtender": "unknown",
    "display": "Giant RideControl Dash 2",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-mtb",
    "eDisciplineBasis": "leaf",
    "frameShape": "diamond",
    "cargoType": "unknown",
    "maxSystemWeightKg": 140,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XS | (27,5\")",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "S | (29\")",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "M | (29\")",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 5499
    },
    {
      "rawSize": "L | (29\")",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    }
  ],
  "seller": null,
  "availability": "limited",
  "gtins": [
    "4711291253223",
    "4711291253230",
    "4711291253247",
    "4711291253254"
  ],
  "imageUrl": "https://bikes-opt.b-cdn.net/liv/2027/3097998_01.jpg",
  "rawTitle": "Liv Embolden E+ 0 Diamant atmosphere",
  "fetchedAt": "2026-09-26T06:34:32.705Z",
  "normalizationConfidence": 0.83,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (M | (29\")).",
      "severity": "info"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    },
    {
      "code": "mixed-groupset",
      "message": "Not a uniform groupset: {\"shifters\":\"CUES\",\"rearDerailleur\":\"XT\"}. Ranked on the shifting level, with a penalty.",
      "severity": "info"
    }
  ],
  "ebikeAi": {
    "requested": [
      "batteryIntegration"
    ],
    "applied": [],
    "rejected": [],
    "notes": "",
    "raw": {
      "motorBrand": {
        "value": "giant",
        "evidence": "Motor: Giant SyncDrive Pro 3X, 100 Nm",
        "confidence": 1
      },
      "motorModel": {
        "value": "giant-syncdrive-pro-3x",
        "evidence": "Motor: Giant SyncDrive Pro 3X, 100 Nm",
        "confidence": 1
      },
      "batteryWh": {
        "value": "800",
        "evidence": "Akku-Kapazität (Wh): 800",
        "confidence": 1
      },
      "speedClass": {
        "value": "pedelec-25",
        "evidence": "Motor-Unterstützung: bis 25 km/h",
        "confidence": 1
      },
      "batteryIntegration": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "frameShape": {
        "value": "diamond",
        "evidence": "Rahmenform lt. Hersteller: Diamant",
        "confidence": 1
      },
      "notes": ""
    }
  }
}

Parsed specification table

{
  "Akku": "Giant EnergyPak Smart",
  "Akku-Kapazität (Wh)": "800",
  "Motor": "Giant SyncDrive Pro 3X, 100 Nm",
  "Motor-Unterstützung": "bis 25 km/h",
  "Display": "Giant RideControl Dash 2",
  "Ladegerät": "Giant EnergyPak Smart Charger 4A",
  "Rahmenmaterial lt. Hersteller": "Aluminium",
  "Gabel": "Fox 36 Float Rhythm, Luft, Federweg: 150mm",
  "Gabel Federweg (mm)": "150",
  "Dämpfer": "Fox Float X Performance 185x52.5, Luft",
  "Dämpfer Federweg": "140",
  "Schaltungstyp": "Kettenschaltung",
  "Anzahl Gänge": "11",
  "Schaltwerk": "SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang",
  "Schalthebel": "SHIMANO Cues SL-U6000-11",
  "Bremsen": "Hydraulische Scheibenbremse",
  "Bremse": "VR: SHIMANO Deore XT BR-M8120, HR: SHIMANO Deore XT BR-M8120",
  "Bremshebel": "Shimano Deore XT BL-M8100",
  "Bremsscheiben": "VR: ⌀ 220 mm, HR: ⌀ 203 mm",
  "Laufradgröße": "27,5 Zoll",
  "Reifen": "VR: Maxxis Minion DHF 27.5x2.5, Pannenschutz, Maxxis Dissector 27.5x2.4, Pannenschutz, HR: Maxxis Minion DHF 27.5x2.5, Pannenschutz",
  "Felgen": "VR: Giant TRA 2, HR: Giant TRA 2",
  "Kette": "Shimano CN-LG500",
  "Kurbelsatz": "Giant Forged Alloy, 36 Zähne",
  "Lenker": "Giant Connect TR Riser 31.8",
  "Griffe": "Liv Tactal Pro Single Lock-On",
  "Vorbau": "Giant Contact SL",
  "Sattel": "Liv Ergo Contact Trail",
  "Sattelstütze": "Giant Contact Switch AT Vario Stütze",
  "Straßenzulassung": "Nein",
  "Marke": "Liv",
  "EAN": "4711291253223",
  "Hersteller Artikelnummer": "5310004103W",
  "Modellserie Bezeichnung": "Embolden E+ 0",
  "Rahmenform lt. Hersteller": "Diamant",
  "Markenfarbe": "atmosphere",
  "Rahmenhöhe": "XS | (27,5\")",
  "Jahr": "2027",
  "Zulässiges Gesamtgewicht": "140"
}

Raw adapter output

{
  "retailer": "bikes-de",
  "retailerProductId": "liv-embolden-eplus-0-2027",
  "productUrl": "https://www.bikes.de/shop/e-bikes/marke.liv/liv-embolden-eplus-0-2027/",
  "extractionMethod": "server-html",
  "sourceCategory": "e-bike",
  "rawTitle": "Liv Embolden E+ 0 Diamant atmosphere",
  "rawBrand": "Liv",
  "price": 5499,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://bikes-opt.b-cdn.net/liv/2027/3097998_01.jpg",
  "rawSpecifications": {
    "Akku": "Giant EnergyPak Smart",
    "Akku-Kapazität (Wh)": "800",
    "Motor": "Giant SyncDrive Pro 3X, 100 Nm",
    "Motor-Unterstützung": "bis 25 km/h",
    "Display": "Giant RideControl Dash 2",
    "Ladegerät": "Giant EnergyPak Smart Charger 4A",
    "Rahmenmaterial lt. Hersteller": "Aluminium",
    "Gabel": "Fox 36 Float Rhythm, Luft, Federweg: 150mm",
    "Gabel Federweg (mm)": "150",
    "Dämpfer": "Fox Float X Performance 185x52.5, Luft",
    "Dämpfer Federweg": "140",
    "Schaltungstyp": "Kettenschaltung",
    "Anzahl Gänge": "11",
    "Schaltwerk": "SHIMANO Deore XT LinkGlide RD-M8130 11-fach, 11-Gang",
    "Schalthebel": "SHIMANO Cues SL-U6000-11",
    "Bremsen": "Hydraulische Scheibenbremse",
    "Bremse": "VR: SHIMANO Deore XT BR-M8120, HR: SHIMANO Deore XT BR-M8120",
    "Bremshebel": "Shimano Deore XT BL-M8100",
    "Bremsscheiben": "VR: ⌀ 220 mm, HR: ⌀ 203 mm",
    "Laufradgröße": "27,5 Zoll",
    "Reifen": "VR: Maxxis Minion DHF 27.5x2.5, Pannenschutz, Maxxis Dissector 27.5x2.4, Pannenschutz, HR: Maxxis Minion DHF 27.5x2.5, Pannenschutz",
    "Felgen": "VR: Giant TRA 2, HR: Giant TRA 2",
    "Kette": "Shimano CN-LG500",
    "Kurbelsatz": "Giant Forged Alloy, 36 Zähne",
    "Lenker": "Giant Connect TR Riser 31.8",
    "Griffe": "Liv Tactal Pro Single Lock-On",
    "Vorbau": "Giant Contact SL",
    "Sattel": "Liv Ergo Contact Trail",
    "Sattelstütze": "Giant Contact Switch AT Vario Stütze",
    "Straßenzulassung": "Nein",
    "Marke": "Liv",
    "EAN": "4711291253223",
    "Hersteller Artikelnummer": "5310004103W",
    "Modellserie Bezeichnung": "Embolden E+ 0",
    "Rahmenform lt. Hersteller": "Diamant",
    "Markenfarbe": "atmosphere",
    "Rahmenhöhe": "XS | (27,5\")",
    "Jahr": "2027",
    "Zulässiges Gesamtgewicht": "140"
  },
  "rawFeatures": [],
  "rawSizes": [
    {
      "rawSize": "XS | (27,5\")",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "S | (29\")",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    },
    {
      "rawSize": "M | (29\")",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 5499
    },
    {
      "rawSize": "L | (29\")",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": null
    }
  ],
  "availabilityText": "1 of 4 frame sizes offered for shipping by a bikes.de dealer",
  "fetchedAt": "2026-09-26T06:34:32.705Z",
  "sourceMeta": {
    "dealers": [
      "e-motion e-Bike Welt Werder"
    ],
    "listingRows": 1,
    "articleNumbers": [
      "3098000"
    ],
    "skus": [
      "4711291253230",
      "4711291253247",
      "4711291253254"
    ],
    "leafCategory": "E-MTB Fullys"
  },
  "listingPath": [
    "E-Bikes",
    "E-Mountainbikes",
    "E-MTB Fullys"
  ]
}

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