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Langma Advanced Pro 1 - Kelp Forest

bike-mailorder:9619124158728 · source URL · confidence 1 · GTIN 4712878951648, 4712878951655, 4712878951662, 4712878951679 +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 1 | Rival AXS
Confidence: high

• brand exact (Liv)
• model normalized to "langma advanced pro 1"
• groupset family exact (Rival AXS)
• model year 2024 on 1 of 2 listings, unstated on the rest
• GTIN match (4712878951686)
• 2 listings across 2 retailers

Provenance — why we believe each fact

Warnings

• info model-year-from-product — This shop does not publish a model year. The 1 other listing of this product agree it is a 2024, read here from bikeexchange's listing (Liv Langma Advanced Pro Disc 1 AR).

Score breakdown

{
  "frameScore": 30,
  "drivetrainScore": 26,
  "wheelScore": 13,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 3.3,
  "equipmentValue": 76.3,
  "notes": [
    "Frame tier \"upper-mid\" +4.",
    "SRAM Rival AXS = 26.",
    "Wheels \"entry-carbon\" = 13.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "7.8 kg vs 8.9 kg road reference = +3.3."
  ],
  "marketPrice": 4601,
  "valueScore": 0.868,
  "savingsVsMarket": -698
}

AI normalization

{
  "requested": [
    "weightKg"
  ],
  "applied": [
    "weightKg"
  ],
  "rejected": [],
  "notes": "wheelTier not assigned because the source names GIANT SLR 2 Disc Carbon wheels but does not map to a tier in the allowed vocabulary. Evidence for weight uses the provided German-format number '7,8 (S)'; value normalized to '7.8'.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Advanced Carbon Rahmen",
      "confidence": 0.9
    },
    "groupsetBrand": {
      "value": "SRAM",
      "evidence": "SRAM Rival eTap AXS",
      "confidence": 0.95
    },
    "groupsetFamily": {
      "value": "Rival AXS",
      "evidence": "SRAM Rival eTap AXS",
      "confidence": 0.95
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "SRAM Rival eTap AXS",
      "confidence": 0.95
    },
    "speeds": {
      "value": "12",
      "evidence": "12-fach",
      "confidence": 0.95
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Schalthebel: SRAM Rival eTap AXS, 2-fach\nUmwerfer: SRAM Rival eTap AXS\nSchaltwerk: SRAM Rival eTap AXS, 12-fach\n...\nKurbelsatz: SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": "carbon",
      "evidence": "GIANT SLR 2 Disc Carbon",
      "confidence": 0.9
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: SRAM Rival eTap AXS HRD, 160/160mm",
      "confidence": 0.95
    },
    "weightKg": {
      "value": "7.8",
      "evidence": "Gewicht (kg): 7,8 (S)",
      "confidence": 0.95
    },
    "powerMeter": {
      "value": "true",
      "evidence": "GIANT Halo Power Pro",
      "confidence": 0.8
    },
    "notes": "wheelTier not assigned because the source names GIANT SLR 2 Disc Carbon wheels but does not map to a tier in the allowed vocabulary. Evidence for weight uses the provided German-format number '7,8 (S)'; value normalized to '7.8'."
  }
}

Normalized record

{
  "id": "bike-mailorder:9619124158728",
  "retailer": "bike-mailorder",
  "retailerProductId": "9619124158728",
  "productUrl": "https://www.bike-mailorder.com/products/langma-advanced-pro-1-kelp-forest",
  "brand": "Liv",
  "model": "Langma Advanced Pro 1",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 5299,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
  "frameTier": "upper-mid",
  "groupsetBrand": "SRAM",
  "groupsetFamily": "Rival AXS",
  "groupsetGeneration": null,
  "electronicShifting": true,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "Rival AXS",
    "rearDerailleur": "Rival AXS",
    "frontDerailleur": "Rival AXS",
    "crank": "Rival",
    "cassette": "Rival"
  },
  "groupsetTierSpread": 0,
  "crank": "SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
  "cassette": "SRAM Rival, 10-36T",
  "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 2 Disc Carbon, Tubeless Ready, 36 mm | GIANT SLR 2 Disc",
  "wheelMaterial": "carbon",
  "wheelTier": "entry-carbon",
  "tyres": "GIANT Gavia Fondo 1, 700x28c, Tubeless Ready Auslieferung schlauchlos",
  "weightKg": 7.8,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [
    "4712878951648",
    "4712878951655",
    "4712878951662",
    "4712878951679",
    "4712878951686"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/LangmaAdvancedPro1-KelpForest-1.jpg?v=1737061831",
  "rawTitle": "Langma Advanced Pro 1 - Kelp Forest",
  "fetchedAt": "2026-09-19T04:44:41.925Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "model-year-from-product",
      "message": "This shop does not publish a model year. The 1 other listing of this product agree it is a 2024, read here from bikeexchange's listing (Liv Langma Advanced Pro Disc 1 AR).",
      "severity": "info"
    }
  ],
  "productModelYear": 2024
}

Parsed specification table

{
  "Rahmengrößen": "XXS, XS, S, M, L",
  "Farbe": "Kelp Forest",
  "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
  "Gabel": "Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm",
  "Lenker": "Liv Contact SLR Carbo",
  "Griffe": "Liv All Condition",
  "Vorbau": "GIANT Contact SL",
  "Sattelstütze": "GIANT Variant Carbon",
  "Sattel": "Liv Alacra SL",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Schalthebel": "SRAM Rival eTap AXS, 2-fach",
  "Umwerfer": "SRAM Rival eTap AXS",
  "Schaltwerk": "SRAM Rival eTap AXS, 12-fach",
  "Bremsen": "SRAM Rival eTap AXS HRD, 160/160mm",
  "Bremshebel": "SRAM Rival eTap AXS HRD",
  "Kassette": "SRAM Rival, 10-36T",
  "Kette": "SRAM Rival D1",
  "Kurbelsatz": "SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
  "Innenlager": "SRAM DUB Pressfit",
  "Felgen": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
  "Naben (v/h)": "GIANT SLR 2 Disc",
  "Speichen": "GIANT SLR 2 Disc",
  "Reifen": "GIANT Gavia Fondo 1, 700x28c, Tubeless Ready Auslieferung schlauchlos",
  "Zubehör (teilw. verbaut)": "Computer Befestigung zur Vorbauintegration Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
  "Gewicht (kg)": "7,8 (S)",
  "Disziplin": "Bike, Bikes, Rennräder, Spedition"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "9619124158728",
  "productUrl": "https://www.bike-mailorder.com/products/langma-advanced-pro-1-kelp-forest",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Langma Advanced Pro 1 - Kelp Forest",
  "rawBrand": "Liv",
  "price": 5299,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/LangmaAdvancedPro1-KelpForest-1.jpg?v=1737061831",
  "rawSpecifications": {
    "Rahmengrößen": "XXS, XS, S, M, L",
    "Farbe": "Kelp Forest",
    "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
    "Gabel": "Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm",
    "Lenker": "Liv Contact SLR Carbo",
    "Griffe": "Liv All Condition",
    "Vorbau": "GIANT Contact SL",
    "Sattelstütze": "GIANT Variant Carbon",
    "Sattel": "Liv Alacra SL",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Schalthebel": "SRAM Rival eTap AXS, 2-fach",
    "Umwerfer": "SRAM Rival eTap AXS",
    "Schaltwerk": "SRAM Rival eTap AXS, 12-fach",
    "Bremsen": "SRAM Rival eTap AXS HRD, 160/160mm",
    "Bremshebel": "SRAM Rival eTap AXS HRD",
    "Kassette": "SRAM Rival, 10-36T",
    "Kette": "SRAM Rival D1",
    "Kurbelsatz": "SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
    "Innenlager": "SRAM DUB Pressfit",
    "Felgen": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
    "Naben (v/h)": "GIANT SLR 2 Disc",
    "Speichen": "GIANT SLR 2 Disc",
    "Reifen": "GIANT Gavia Fondo 1, 700x28c, Tubeless Ready Auslieferung schlauchlos",
    "Zubehör (teilw. verbaut)": "Computer Befestigung zur Vorbauintegration Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "Gewicht (kg)": "7,8 (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": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5299,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T04:44:41.925Z",
  "sourceMeta": {
    "shopifyProductId": 9619124158728,
    "handle": "langma-advanced-pro-1-kelp-forest",
    "productType": "Bike",
    "tags": [
      "Bike",
      "Bikes",
      "Rennräder",
      "Spedition"
    ],
    "skus": [
      "4712878951648",
      "4712878951655",
      "4712878951662",
      "4712878951679",
      "4712878951686"
    ],
    "articleNumbers": [
      "L10210039",
      "L10210039.1",
      "L10210039.2",
      "L10210039.3",
      "L10210039.4"
    ],
    "stockSource": "feed-sold-out",
    "backorderNote": null,
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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