LIV Devote 0 2026 Gravel Bike

bikehouse24:133698 · source URL · confidence 0.29 · GTIN 4711291240933, 4711291240940, 4711291240957

Eligibility

Cannot win: confidence 0.29 below 0.75

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
L	L	—	unknown	unsupported	yes	€1.899	—
S	S	—	unknown	unsupported	no	€1.939	—
M	M	—	unknown	unsupported	no	€1.899	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

—

unknown

unsupported

yes

€1.899

—

unknown

unsupported

€1.939

—

unknown

unsupported

€1.899

—

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 | Devote 0 Gravel Bike | 2026
Confidence: high

brand exact (Liv)
model normalized to "devote 0 gravel"
groupset family unidentified on every listing
model year 2026 on 3 of 5 listings, unstated on the rest
GTIN match (4711291240926, 4711291240933, 4711291240940, +1 more)
5 listings across 4 retailers

retailer	price	sizes in stock
Bike-Mailorder	€1.699	none	debug
BikeExchange	€1.849	S, M, L	debug
Bike-Mailorder	€1.879	none	debug
BikeHouse24	€1.899	L	debug
Mount7	€1.999	none	debug

retailer

price

sizes in stock

Bike-Mailorder

€1.699

none

debug

BikeExchange

€1.849

S, M, L

debug

Bike-Mailorder

€1.879

none

debug

BikeHouse24

€1.899

debug

Mount7

€1.999

none

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bikehouse24 / parse LIV

model retailer:bikehouse24 / derived LIV Devote 0 2026 Gravel Bike

modelYear retailer:bikehouse24 / parse LIV Devote 0 2026 Gravel Bike

category retailer:bikehouse24 / parse Gravel

suspension retailer:bikehouse24 / derived no suspension fork and no rear shock on a drop-bar listing

availability retailer:bikehouse24 / derived Auf Lager | Lieferzeit 3-7 Werktage innerhalb Dt.

field	source	evidence
brand	`retailer:bikehouse24` / parse	LIV
model	`retailer:bikehouse24` / derived	LIV Devote 0 2026 Gravel Bike
modelYear	`retailer:bikehouse24` / parse	LIV Devote 0 2026 Gravel Bike
category	`retailer:bikehouse24` / parse	Gravel
suspension	`retailer:bikehouse24` / derived	no suspension fork and no rear shock on a drop-bar listing
availability	`retailer:bikehouse24` / derived	Auf Lager \| Lieferzeit 3-7 Werktage innerhalb Dt.

Warnings

info single-size-only — Only one size is in stock (L).
high frame-material-unknown — Frame material could not be established.
high groupset-unknown — Groupset could not be established.
info wheel-material-unknown — Wheel material could not be established.
high no-spec-table — Retailer published no structured specification table.

Score breakdown

{
  "frameScore": 8,
  "drivetrainScore": 0,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 13,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "Groupset not identified: 0 drivetrain points.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 868,
  "valueScore": 0.457,
  "savingsVsMarket": -1031
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bikehouse24:133698",
  "retailer": "bikehouse24",
  "retailerProductId": "133698",
  "productUrl": "https://www.bikehouse24.de/de/product/liv-devote-0-2026-gravel-bike-133698/",
  "brand": "Liv",
  "model": "Devote 0 Gravel Bike",
  "modelYear": 2026,
  "category": "gravel",
  "categoryBasis": "stated",
  "sourceCategory": "gravel",
  "price": 1899,
  "originalPrice": 1999,
  "currency": "EUR",
  "discountPercent": 5,
  "frameMaterial": "unknown",
  "frameModel": null,
  "frameTier": null,
  "groupsetBrand": null,
  "groupsetFamily": null,
  "groupsetGeneration": null,
  "electronicShifting": null,
  "speeds": null,
  "mixedGroupset": null,
  "groupsetComponents": null,
  "groupsetTierSpread": 0,
  "crank": null,
  "cassette": null,
  "brakes": "unknown",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": null,
  "rearShock": null,
  "dropperPost": null,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": null,
  "wheelset": null,
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": null,
  "weightKg": null,
  "powerMeter": null,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 1899,
      "preorder": false,
      "deliveryNote": "Auf Lager | Lieferzeit 3-7 Werktage innerhalb Dt."
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1939,
      "preorder": false,
      "deliveryNote": "Nicht Verfügbar"
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1899,
      "preorder": false,
      "deliveryNote": "Nicht Verfügbar"
    }
  ],
  "seller": null,
  "availability": "limited",
  "gtins": [
    "4711291240933",
    "4711291240940",
    "4711291240957"
  ],
  "imageUrl": "https://www.bikehouse24.de/WD_GetRenditeImage.ashx?wd_systemtypeid=704&width=264&height=228&crop=1&valign=CENTER&halign=CENTER&whspace=1&disenlargement=1&thumb=0&wd_pk=WyJhMTA4MDA4Il0%3d",
  "rawTitle": "LIV Devote 0 2026 Gravel Bike",
  "fetchedAt": "2026-09-19T06:33:01.438Z",
  "normalizationConfidence": 0.29,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (L).",
      "severity": "info"
    },
    {
      "code": "frame-material-unknown",
      "message": "Frame material could not be established.",
      "severity": "high"
    },
    {
      "code": "groupset-unknown",
      "message": "Groupset could not be established.",
      "severity": "high"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    },
    {
      "code": "no-spec-table",
      "message": "Retailer published no structured specification table.",
      "severity": "high"
    }
  ]
}

Parsed specification table

{}

Raw adapter output

{
  "retailer": "bikehouse24",
  "retailerProductId": "133698",
  "productUrl": "https://www.bikehouse24.de/de/product/liv-devote-0-2026-gravel-bike-133698/",
  "extractionMethod": "json-ld",
  "sourceCategory": "gravel",
  "rawTitle": "LIV Devote 0 2026 Gravel Bike",
  "rawBrand": "LIV",
  "price": 1899,
  "originalPrice": 1999,
  "currency": "EUR",
  "imageUrl": "https://www.bikehouse24.de/WD_GetRenditeImage.ashx?wd_systemtypeid=704&width=264&height=228&crop=1&valign=CENTER&halign=CENTER&whspace=1&disenlargement=1&thumb=0&wd_pk=WyJhMTA4MDA4Il0%3d",
  "rawSpecifications": {},
  "rawFeatures": [],
  "rawSizes": [
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 1899,
      "preorder": false,
      "deliveryNote": "Auf Lager | Lieferzeit 3-7 Werktage innerhalb Dt."
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1939,
      "preorder": false,
      "deliveryNote": "Nicht Verfügbar"
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1899,
      "preorder": false,
      "deliveryNote": "Nicht Verfügbar"
    }
  ],
  "availabilityText": "Auf Lager | Lieferzeit 3-7 Werktage innerhalb Dt.",
  "fetchedAt": "2026-09-19T06:33:01.438Z",
  "sourceMeta": {
    "ldShape": "ProductGroup",
    "productGroupId": "133698",
    "variantCount": 3,
    "skus": [
      "4711291240957",
      "4711291240933",
      "4711291240940"
    ],
    "varids": [
      "132637",
      "133571",
      "133572"
    ],
    "colours": [
      "clear sky"
    ],
    "sizesInStock": "1 of 3",
    "badges": [
      "Auf Lager | Lieferzeit 3-7 Werktage innerhalb Dt.",
      "Nicht Verfügbar"
    ]
  }
}

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