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Liv Langma Advanced 1

bikeexchange:liv-langma-advanced-1-2023 · source URL · confidence 1 · GTIN 4712878869356

Eligibility

Can win a band.

Size decisions

retailer labelalphacomparable cmmatchmappingin stockvariant priceevidence
LLunknownunsupportedyes€2.500
mappingunsupported
reasonLiv 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 | Langma Advanced 1 | 105 Di2 | 2023
Confidence: high

retailerpricesizes in stock
B.O.C.€1.649,99nonedebug
BikeExchange€2.500Ldebug
BikeExchange€2.500XXS, Ldebug
B.O.C.€3.799nonedebug

Provenance — why we believe each fact

fieldsourceevidence
brandretailer:bikeexchange / parseLiv
modelretailer:bikeexchange / derivedLiv Langma Advanced 1
modelYearretailer:bikeexchange / parseJahr: 2023
categoryretailer:bikeexchange / derivedretailer taxonomy
frameMaterialretailer:bikeexchange / parseCarbon
frameTierretailer:bikeexchange / dictionaryAdvanced
groupsetFamilyretailer:bikeexchange / dictionaryShimano 105 Di2, 2-fach || Shimano 105 Di2
electronicShiftingretailer:bikeexchange / derivedDi2
brakesretailer:bikeexchange / parseHRD
suspensionretailer:bikeexchange / derivedno suspension fork and no rear shock on a drop-bar listing
forkretailer:bikeexchange / dictionaryAdvanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm
dropperPostretailer:bikeexchange / derivedseatpost row "GIANT Variant Carbon, -5/+15 mm Offset" names no dropper, in a 27-field spec table
beltDriveretailer:bikeexchange / parseKMC
wheelMaterialretailer:bikeexchange / dictionaryGIANT P-R2
wheelTierretailer:bikeexchange / dictionaryGIANT P-R2
powerMeterretailer:bikeexchange / derivedabsent from a 27-field spec table
availabilityretailer:bikeexchange / derivedsizes 1: 1 stocked, 0 gone, 0 unread
sellerretailer:bikeexchange / parseL: GIANT Deutschland Retail GmbH
weightKgai / ai (0.9)Gewicht*: 8,2 (M)
speedsai / ai (0.6)2x12 Gänge

Warnings

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 27,
  "wheelScore": 9,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 2.1,
  "equipmentValue": 70.1,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano 105 Di2 = 27.",
    "Wheels \"good-aluminium\" = 9.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "8.2 kg vs 8.9 kg road reference = +2.1."
  ],
  "marketPrice": 3841,
  "valueScore": 1.536,
  "savingsVsMarket": 1341
}

AI normalization

{
  "requested": [
    "weightKg"
  ],
  "applied": [
    "weightKg"
  ],
  "rejected": [],
  "notes": "Conflict in source: header lists \"2x12 Gänge\" but rear derailleur line reads \"Schaltung: Shimano Deore LinkGlide, RD-M5130, 10-fach\" (10-speed). Wheel material not stated explicitly; wheel model is a house brand so wheelTier not assigned. Weight converted from comma to dot for value; evidence shows original formatting.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Advanced Carbon Rahmen",
      "confidence": 0.9
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Shimano 105 Di2",
      "confidence": 0.9
    },
    "groupsetFamily": {
      "value": "105 Di2",
      "evidence": "Shimano 105 Di2",
      "confidence": 0.9
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "Shimano 105 Di2",
      "confidence": 0.9
    },
    "speeds": {
      "value": "12",
      "evidence": "2x12 Gänge",
      "confidence": 0.6
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Shimano 105 Di2\nSchaltung: Shimano Deore LinkGlide, RD-M5130, 10-fach",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.2
    },
    "wheelTier": {
      "value": null,
      "evidence": "Laufräder: GIANT P-R2 Disc, Tubeless Ready",
      "confidence": 0.2
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Shimano 105 Di2 HRD",
      "confidence": 0.9
    },
    "weightKg": {
      "value": "8.2",
      "evidence": "Gewicht*: 8,2 (M)",
      "confidence": 0.9
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.1
    },
    "notes": "Conflict in source: header lists \"2x12 Gänge\" but rear derailleur line reads \"Schaltung: Shimano Deore LinkGlide, RD-M5130, 10-fach\" (10-speed). Wheel material not stated explicitly; wheel model is a house brand so wheelTier not assigned. Weight converted from comma to dot for value; evidence shows original formatting."
  }
}

Normalized record

{
  "id": "bikeexchange:liv-langma-advanced-1-2023",
  "retailer": "bikeexchange",
  "retailerProductId": "liv-langma-advanced-1-2023",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv-langma-advanced-1-2023?sku=LIV_0000119943",
  "brand": "Liv",
  "model": "Langma Advanced 1",
  "modelYear": 2023,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 2500,
  "originalPrice": 3299,
  "currency": "EUR",
  "discountPercent": 24,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon Rahmen, 12x142 mm",
  "frameTier": "mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "105 Di2",
  "groupsetGeneration": null,
  "electronicShifting": true,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "105 Di2",
    "frontDerailleur": "105 Di2",
    "crank": "105",
    "cassette": "105"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano 105, 52/36T Kettenblätter",
  "cassette": "Shimano 105, 11-34T",
  "brakes": "hydraulic-disc",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": {
    "make": null,
    "line": null,
    "tier": "rigid",
    "travelMm": 0
  },
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": false,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": null,
  "wheelset": "GIANT P-R2 Disc, Tubeless Ready",
  "wheelMaterial": "aluminium",
  "wheelTier": "good-aluminium",
  "tyres": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI, Auslieferung schlauchlos",
  "weightKg": 8.2,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 2500,
      "seller": "GIANT Deutschland Retail GmbH",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    }
  ],
  "seller": "GIANT Deutschland Retail GmbH",
  "availability": "limited",
  "gtins": [
    "4712878869356"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/0b245ae25825b040dcb2-rV77YDBj.jpg",
  "rawTitle": "Liv Langma Advanced 1",
  "fetchedAt": "2026-09-19T05:09:40.111Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (L).",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Gewicht*": "8,2 (M)",
  "Rahmen": "Advanced Carbon Rahmen, 12x142 mm",
  "Art der Bremse": "Scheibenbremse",
  "Bremse": "Shimano 105 Di2 HRD, 160/140mm",
  "Bremsscheibe vorne": "⌀ 160mm",
  "Bremsscheibe hinten": "⌀ 140mm",
  "Bremshebel": "Shimano 105 Di2 HRD",
  "Speichen": "Sapim",
  "Naben": "GIANT P-R2 Disc",
  "Reifen": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI, Auslieferung schlauchlos",
  "Laufräder": "GIANT P-R2 Disc, Tubeless Ready",
  "Vorbau": "GIANT Contact",
  "Lenker": "Liv Contact",
  "Griffe": "Liv All Condition",
  "Zubehör": "Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Kassette": "Shimano 105, 11-34T",
  "Schaltung": "Shimano Deore LinkGlide, RD-M5130, 10-fach",
  "Kurbelgarnitur": "Shimano 105, 52/36T Kettenblätter",
  "Schalthebel": "Shimano 105 Di2, 2-fach",
  "Innenlager": "Shimano Pressfit",
  "Umwerfer": "Shimano 105 Di2",
  "Kette / Riemen": "KMC X-12",
  "Sattel": "Liv Approach",
  "Sattelstütze": "GIANT Variant Carbon, -5/+15 mm Offset",
  "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
  "Jahr": "2023"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "liv-langma-advanced-1-2023",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv-langma-advanced-1-2023?sku=LIV_0000119943",
  "extractionMethod": "embedded-json",
  "sourceCategory": "road",
  "rawTitle": "Liv Langma Advanced 1",
  "rawBrand": "Liv",
  "price": 2500,
  "originalPrice": 3299,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/0b245ae25825b040dcb2-rV77YDBj.jpg",
  "rawSpecifications": {
    "Gewicht*": "8,2 (M)",
    "Rahmen": "Advanced Carbon Rahmen, 12x142 mm",
    "Art der Bremse": "Scheibenbremse",
    "Bremse": "Shimano 105 Di2 HRD, 160/140mm",
    "Bremsscheibe vorne": "⌀ 160mm",
    "Bremsscheibe hinten": "⌀ 140mm",
    "Bremshebel": "Shimano 105 Di2 HRD",
    "Speichen": "Sapim",
    "Naben": "GIANT P-R2 Disc",
    "Reifen": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI, Auslieferung schlauchlos",
    "Laufräder": "GIANT P-R2 Disc, Tubeless Ready",
    "Vorbau": "GIANT Contact",
    "Lenker": "Liv Contact",
    "Griffe": "Liv All Condition",
    "Zubehör": "Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Kassette": "Shimano 105, 11-34T",
    "Schaltung": "Shimano Deore LinkGlide, RD-M5130, 10-fach",
    "Kurbelgarnitur": "Shimano 105, 52/36T Kettenblätter",
    "Schalthebel": "Shimano 105 Di2, 2-fach",
    "Innenlager": "Shimano Pressfit",
    "Umwerfer": "Shimano 105 Di2",
    "Kette / Riemen": "KMC X-12",
    "Sattel": "Liv Approach",
    "Sattelstütze": "GIANT Variant Carbon, -5/+15 mm Offset",
    "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
    "Jahr": "2023"
  },
  "rawFeatures": [
    "Carbon",
    "Shimano 105 Di2",
    "2x12 Gänge",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 2500,
      "seller": "GIANT Deutschland Retail GmbH",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    }
  ],
  "availabilityText": "sizes 1: 1 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-19T05:09:40.111Z",
  "sourceMeta": {
    "skus": [
      "4712878869356"
    ],
    "shopSkus": [
      "LIV_0000119943",
      "LIV_0000119943"
    ],
    "seller": "GIANT Deutschland Retail GmbH",
    "sellerOfSize": "L",
    "sellerId": "d0ca5e0a-0c1b-4d76-8a11-7fd81edffb7c",
    "storeKey": "store_01KCPBZ5RZPPX2GJM47ESVDG9N_eur",
    "storeCity": "Stadtbezirk 8",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P7D",
    "shippingPrice": 75,
    "hasMoreSellers": false,
    "condition": "NEW",
    "ctProductId": "a7c6fe1f-d46c-4f60-a0ef-8cc8e87d6bd8",
    "shopCategory": "Race",
    "colourCount": 1,
    "fetchedSku": "LIV_0000119943"
  }
}

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