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Langma Advanced Pro 0 - Digital Blurple

bike-mailorder:9619123437832 · source URL · confidence 1 · GTIN 4712878951549, 4712878951556, 4712878951563, 4712878951570 +1

Eligibility

Cannot win: availability is out-of-stock; no size confirmed in stock

Size decisions

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

Identity

Canonical configuration: Liv | Langma Advanced Pro 0, thundercloud | Ultegra Di2
Confidence: high

• brand exact (Liv)
• model normalized to "langma advanced pro 0 thundercloud"
• groupset family exact (Ultegra Di2)
• model year 2026 on 1 of 6 listings, unstated on the rest
• GTIN match (4711291220225, 4711291220232, 4711291220249, +2 more)
• 6 listings across 3 retailers

Provenance — why we believe each fact

Warnings

• info model-year-from-product — This shop does not publish a model year. The 5 other listings of this product agree it is a 2026, read here from mount7's listing (Liv Langma Advanced Pro 0 - 2026).

Score breakdown

{
  "frameScore": 30,
  "drivetrainScore": 33,
  "wheelScore": 20,
  "extrasScore": 10,
  "suspensionScore": 0,
  "weightAdjustment": 5.1,
  "equipmentValue": 98.1,
  "notes": [
    "Frame tier \"upper-mid\" +4.",
    "Shimano Ultegra Di2 = 33.",
    "Wheels \"high-quality-carbon\" = 20.",
    "Power meter (unspecified) +6.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "7.2 kg vs 8.9 kg road reference = +5.1."
  ],
  "marketPrice": 7681,
  "valueScore": 1.182,
  "savingsVsMarket": 1182
}

AI normalization

{
  "requested": [
    "weightKg"
  ],
  "applied": [
    "weightKg"
  ],
  "rejected": [],
  "notes": "Crank is listed as \"Shimano Ultegra\" while shifters/derailleurs are \"Ultegra Di2\", so the build mixes Di2 electronic shifting with a crank not explicitly labeled Di2. Wheelset model is named but not mapped to a canonical tier in the vocabulary, so wheelTier is left null.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Advanced Carbon Rahmen",
      "confidence": 0.9
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Schalthebel: Shimano Ultegra Di2, 2-fach",
      "confidence": 0.9
    },
    "groupsetFamily": {
      "value": "Ultegra Di2",
      "evidence": "Schalthebel: Shimano Ultegra Di2, 2-fach",
      "confidence": 0.95
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "Shimano Ultegra Di2",
      "confidence": 0.9
    },
    "speeds": {
      "value": "12",
      "evidence": "Schaltwerk: Shimano Ultegra Di2, 12-fach",
      "confidence": 0.9
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Schalthebel: Shimano Ultegra Di2, 2-fach\nKurbelsatz: Shimano Ultegra 52/36T Kettenblätter, GIANT PowerPro Power Meter",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": "carbon",
      "evidence": "GIANT SLR 1 Disc Carbon",
      "confidence": 0.95
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.3
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: Shimano Ultegra Di2 HRD, 160/140mm",
      "confidence": 0.95
    },
    "weightKg": {
      "value": "7.2",
      "evidence": "Gewicht (kg): 7,2 (S)",
      "confidence": 0.9
    },
    "powerMeter": {
      "value": "true",
      "evidence": "GIANT PowerPro Power Meter",
      "confidence": 0.9
    },
    "notes": "Crank is listed as \"Shimano Ultegra\" while shifters/derailleurs are \"Ultegra Di2\", so the build mixes Di2 electronic shifting with a crank not explicitly labeled Di2. Wheelset model is named but not mapped to a canonical tier in the vocabulary, so wheelTier is left null."
  }
}

Normalized record

{
  "id": "bike-mailorder:9619123437832",
  "retailer": "bike-mailorder",
  "retailerProductId": "9619123437832",
  "productUrl": "https://www.bike-mailorder.com/products/langma-advanced-pro-0-digital-blurple",
  "brand": "Liv",
  "model": "Langma Advanced Pro 0",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 6499,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
  "frameTier": "upper-mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "Ultegra Di2",
  "groupsetGeneration": null,
  "electronicShifting": true,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "Ultegra Di2",
    "rearDerailleur": "Ultegra Di2",
    "frontDerailleur": "Ultegra Di2",
    "crank": "Ultegra",
    "cassette": "Ultegra"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano Ultegra 52/36T Kettenblätter, GIANT PowerPro Power Meter",
  "cassette": "Shimano Ultegra, 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 SLR 1 Disc Carbon, Tubeless Ready, 36 mm | GIANT SLR 1 Disc",
  "wheelMaterial": "carbon",
  "wheelTier": "high-quality-carbon",
  "tyres": "CADEX Race, 700x25c, Tubeless Ready, 170 TPI Auslieferung schlauchlos",
  "weightKg": 7.2,
  "powerMeter": true,
  "powerMeterKind": "unspecified",
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [
    "4712878951549",
    "4712878951556",
    "4712878951563",
    "4712878951570",
    "4712878951587"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/LangmaAdvancedPro0-DigitalBlurple-1.jpg?v=1737061821",
  "rawTitle": "Langma Advanced Pro 0 - Digital Blurple",
  "fetchedAt": "2026-09-19T04:44:45.222Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "model-year-from-product",
      "message": "This shop does not publish a model year. The 5 other listings of this product agree it is a 2026, read here from mount7's listing (Liv Langma Advanced Pro 0 - 2026).",
      "severity": "info"
    }
  ],
  "productModelYear": 2026
}

Parsed specification table

{
  "Rahmengrößen": "XXS, XS, S, M, L",
  "Farbe": "Digital Blurple",
  "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
  "Gabel": "Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm",
  "Lenker": "Liv Contact SLR Carbon",
  "Griffe": "Liv All Condition",
  "Vorbau": "GIANT Contact SL",
  "Sattelstütze": "GIANT Variant Carbon",
  "Sattel": "Liv Alacra SL",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Schalthebel": "Shimano Ultegra Di2, 2-fach",
  "Umwerfer": "Shimano Ultegra Di2",
  "Schaltwerk": "Shimano Ultegra Di2, 12-fach",
  "Bremsen": "Shimano Ultegra Di2 HRD, 160/140mm",
  "Bremshebel": "Shimano Ultegra Di2 HRD",
  "Kassette": "Shimano Ultegra, 11-34T",
  "Kette": "Shimano Ultegra",
  "Kurbelsatz": "Shimano Ultegra 52/36T Kettenblätter, GIANT PowerPro Power Meter",
  "Innenlager": "Shimano Pressfit",
  "Felgen": "GIANT SLR 1 Disc Carbon, Tubeless Ready, 36 mm",
  "Naben (v/h)": "GIANT SLR 1 Disc",
  "Speichen": "GIANT SLR 1 Disc",
  "Reifen": "CADEX Race, 700x25c, Tubeless Ready, 170 TPI Auslieferung schlauchlos",
  "Zubehör (teilw. verbaut)": "Computer Befestigung zur Vorbauintegration Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
  "Gewicht (kg)": "7,2 (S)",
  "Disziplin": "Bike, Bikes, Rennräder, Spedition"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "9619123437832",
  "productUrl": "https://www.bike-mailorder.com/products/langma-advanced-pro-0-digital-blurple",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Langma Advanced Pro 0 - Digital Blurple",
  "rawBrand": "Liv",
  "price": 6499,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/LangmaAdvancedPro0-DigitalBlurple-1.jpg?v=1737061821",
  "rawSpecifications": {
    "Rahmengrößen": "XXS, XS, S, M, L",
    "Farbe": "Digital Blurple",
    "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
    "Gabel": "Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm",
    "Lenker": "Liv Contact SLR Carbon",
    "Griffe": "Liv All Condition",
    "Vorbau": "GIANT Contact SL",
    "Sattelstütze": "GIANT Variant Carbon",
    "Sattel": "Liv Alacra SL",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Schalthebel": "Shimano Ultegra Di2, 2-fach",
    "Umwerfer": "Shimano Ultegra Di2",
    "Schaltwerk": "Shimano Ultegra Di2, 12-fach",
    "Bremsen": "Shimano Ultegra Di2 HRD, 160/140mm",
    "Bremshebel": "Shimano Ultegra Di2 HRD",
    "Kassette": "Shimano Ultegra, 11-34T",
    "Kette": "Shimano Ultegra",
    "Kurbelsatz": "Shimano Ultegra 52/36T Kettenblätter, GIANT PowerPro Power Meter",
    "Innenlager": "Shimano Pressfit",
    "Felgen": "GIANT SLR 1 Disc Carbon, Tubeless Ready, 36 mm",
    "Naben (v/h)": "GIANT SLR 1 Disc",
    "Speichen": "GIANT SLR 1 Disc",
    "Reifen": "CADEX Race, 700x25c, Tubeless Ready, 170 TPI Auslieferung schlauchlos",
    "Zubehör (teilw. verbaut)": "Computer Befestigung zur Vorbauintegration Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "Gewicht (kg)": "7,2 (S)",
    "Disziplin": "Bike, Bikes, Rennräder, Spedition"
  },
  "rawFeatures": [
    "Für Bergköniginnen und Sprintgewinnerinnen: Das Langma Advanced Pro kommt mit überarbeitetem, superleichtem Aero-Rahmen und ist mit den neuen Giant SLR 36 Disc Wheelsystem Laufrädern mit „Hookless“-Felgen ausgestattet. Es besitzt sauber integrierte Scheibenbremsen, einen perfekt abgestimmten Liv-Sattel sowie Lenker. Mit seiner kraftvollen Performance ist dieses Bike bereit für jedes Rennen! Schnellere Beschleunigung Das Herzstück des Langma Advanced Pro ist ein superleichtes Advanced-Grade Carbon Rahmenset, das ein starkes Steifigkeits-Gewichts-Verhältnis für explosive Beschleunigung bietet. Neue ellipsenförmige Rohre reduzieren den Luftwiderstand und erhöhen die Sprinteffizienz. Besseres Handling Integrierte Flat-Mount-Scheibenbremsen liefern das nötige Vertrauen, um Geschwindigkeit in die Kurven zu tragen und variierende Wetterbedingungen zu meistern. Das Langma nimmt auch Reifen bis zu 32 mm auf, so dass du dein Set-up an die jeweilige Straße anpassen kannst. Dämpfende Eigenschaften Das tubeless GIANT SLR 36 Disc-Laufradsystem reduziert den Luftwiderstand, während die einstellbare Variant Carbon-Sattelstütze eine hervorragende Nachgiebigkeit bietet, so dass du ein reaktionsfreud",
    "* In seltenen Fällen liefern unsere Hersteller Fahrräder mit geänderten, aber gleichwertigen Komponenten."
  ],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 6499,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T04:44:45.222Z",
  "sourceMeta": {
    "shopifyProductId": 9619123437832,
    "handle": "langma-advanced-pro-0-digital-blurple",
    "productType": "Bike",
    "tags": [
      "Bike",
      "Bikes",
      "Rennräder",
      "Spedition"
    ],
    "skus": [
      "4712878951549",
      "4712878951556",
      "4712878951563",
      "4712878951570",
      "4712878951587"
    ],
    "articleNumbers": [
      "L10210036",
      "L10210036.1",
      "L10210036.2",
      "L10210036.3",
      "L10210036.4"
    ],
    "stockSource": "feed-sold-out",
    "backorderNote": null,
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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