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Langma Advanced 1+ - Sea Sparkle

bike-mailorder:9619018023176 · source URL · confidence 1 · GTIN 4712878950542, 4712878950559, 4712878950566, 4712878950573 +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 1 | 105 Di2 | 2026
Confidence: high

• brand exact (Liv)
• model normalized to "langma advanced 1"
• groupset family exact (105 Di2)
• model year 2026 on 4 of 11 listings, unstated on the rest
• GTIN match (4711291219809, 4711291219816, 4711291219823, +2 more)
• 11 listings across 5 retailers

Provenance — why we believe each fact

Warnings

• info model-year-from-product — This shop does not publish a model year. The 10 other listings of this product agree it is a 2026, read here from fahrrad-xxl's listing (Liv Langma Advanced 1 - 28 Zoll - Diamant - 2026).

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 27,
  "wheelScore": 13,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 72,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano 105 Di2 = 27.",
    "Wheels \"entry-carbon\" = 13.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 4069,
  "valueScore": 1.131,
  "savingsVsMarket": 470
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "weightKg"
  ],
  "applied": [
    "frameMaterial"
  ],
  "rejected": [],
  "notes": "The shifters and derailleurs are Shimano 105 Di2 (electronic) while the crank is listed as Shimano 105 (non-Di2), hence mixedGroupset=true. Wheelset is named GIANT SLR 2 Disc Carbon (house model) so wheelMaterial is carbon but wheelTier is left null because tier cannot be determined from the source. No bike weight or power meter is stated in the source.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Ausstattung: Rahmen: Advanced Carbon Rahmen",
      "confidence": 0.9
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Schaltwerk: Shimano 105 Di2",
      "confidence": 0.9
    },
    "groupsetFamily": {
      "value": "105 Di2",
      "evidence": "Schaltwerk: Shimano 105 Di2",
      "confidence": 0.9
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "Shimano 105 Di2",
      "confidence": 0.9
    },
    "speeds": {
      "value": "12",
      "evidence": "Schaltwerk: Shimano 105 Di2, 12-fach",
      "confidence": 0.9
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Schalthebel: Shimano 105 Di2, 2-fach Kurbel: Shimano 105, 50/34T Kettenblätter",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": "carbon",
      "evidence": "Felgen: GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
      "confidence": 0.9
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.3
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: Shimano 105 Di2 HRD, 160/140mm",
      "confidence": 0.9
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "notes": "The shifters and derailleurs are Shimano 105 Di2 (electronic) while the crank is listed as Shimano 105 (non-Di2), hence mixedGroupset=true. Wheelset is named GIANT SLR 2 Disc Carbon (house model) so wheelMaterial is carbon but wheelTier is left null because tier cannot be determined from the source. No bike weight or power meter is stated in the source."
  }
}

Normalized record

{
  "id": "bike-mailorder:9619018023176",
  "retailer": "bike-mailorder",
  "retailerProductId": "9619018023176",
  "productUrl": "https://www.bike-mailorder.com/products/liv-langma-advanced-1-sea-sparkle",
  "brand": "Liv",
  "model": "Langma Advanced 1+",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 3599,
  "originalPrice": 3999,
  "currency": "EUR",
  "discountPercent": 10,
  "frameMaterial": "carbon",
  "frameModel": null,
  "frameTier": "mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "105 Di2",
  "groupsetGeneration": null,
  "electronicShifting": true,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "105 Di2",
    "rearDerailleur": "105 Di2",
    "frontDerailleur": "105 Di2",
    "crank": "105",
    "cassette": "105"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano 105, 50/34T 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 SLR 2 Disc Carbon, Tubeless Ready, 36 mm | GIANT SLR 2 Disc",
  "wheelMaterial": "carbon",
  "wheelTier": "entry-carbon",
  "tyres": null,
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3599,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [
    "4712878950542",
    "4712878950559",
    "4712878950566",
    "4712878950573",
    "4712878950580"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/Nicht-benannt-16kaO82WDQXgsr.jpg?v=1737058714",
  "rawTitle": "Langma Advanced 1+ - Sea Sparkle",
  "fetchedAt": "2026-09-19T04:45:28.198Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "model-year-from-product",
      "message": "This shop does not publish a model year. The 10 other listings of this product agree it is a 2026, read here from fahrrad-xxl's listing (Liv Langma Advanced 1 - 28 Zoll - Diamant - 2026).",
      "severity": "info"
    }
  ],
  "productModelYear": 2026
}

Parsed specification table

{
  "Gabel": "Liv Langma Advanced Vollcarbon, OverDrive1, 12x100mm",
  "Schaltwerk": "Shimano 105 Di2, 12-fach",
  "Umwerfer": "Shimano 105 Di2",
  "Schalthebel": "Shimano 105 Di2, 2-fach",
  "Kurbel": "Shimano 105, 50/34T Kettenblätter",
  "Innenlager": "Shimano Pressfit",
  "Kette": "KMC X-12",
  "Kassette": "Shimano 105, 11-34T",
  "Bremsen": "Shimano 105 Di2 HRD, 160/140mm",
  "Bremshebel": "Shimano 105 Di2 HRD",
  "Reifen (vorne/hinten)": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI Auslieferung schlauchlos",
  "Naben": "GIANT SLR 2 Disc",
  "Felgen": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
  "Speichen": "GIANT SLR 2 Disc",
  "Vorbau": "GIANT Contact",
  "Lenker": "Liv Contact",
  "Griffe": "Liv All Condition",
  "Sattel": "Liv Approach",
  "Sattelstütze": "GIANT Variant Carbon",
  "Extras": "Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
  "Disziplin": "Bike, Bikes, Rennräder, Spedition"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "9619018023176",
  "productUrl": "https://www.bike-mailorder.com/products/liv-langma-advanced-1-sea-sparkle",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Langma Advanced 1+ - Sea Sparkle",
  "rawBrand": "Liv",
  "price": 3599,
  "originalPrice": 3999,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/Nicht-benannt-16kaO82WDQXgsr.jpg?v=1737058714",
  "rawSpecifications": {
    "Gabel": "Liv Langma Advanced Vollcarbon, OverDrive1, 12x100mm",
    "Schaltwerk": "Shimano 105 Di2, 12-fach",
    "Umwerfer": "Shimano 105 Di2",
    "Schalthebel": "Shimano 105 Di2, 2-fach",
    "Kurbel": "Shimano 105, 50/34T Kettenblätter",
    "Innenlager": "Shimano Pressfit",
    "Kette": "KMC X-12",
    "Kassette": "Shimano 105, 11-34T",
    "Bremsen": "Shimano 105 Di2 HRD, 160/140mm",
    "Bremshebel": "Shimano 105 Di2 HRD",
    "Reifen (vorne/hinten)": "GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI Auslieferung schlauchlos",
    "Naben": "GIANT SLR 2 Disc",
    "Felgen": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
    "Speichen": "GIANT SLR 2 Disc",
    "Vorbau": "GIANT Contact",
    "Lenker": "Liv Contact",
    "Griffe": "Liv All Condition",
    "Sattel": "Liv Approach",
    "Sattelstütze": "GIANT Variant Carbon",
    "Extras": "Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "Disziplin": "Bike, Bikes, Rennräder, Spedition"
  },
  "rawFeatures": [
    "EGAL, OB ES DIR UM DIE LIEBE ZUM ANSTIEG, DEN RAUSCH DER ABFAHRT ODER DEN NÄCHSTEN PR GEHT, DAS LANGMA ADVANCED IST MIT SEINEM ÜBERARBEITETEN, LEICHTEN AERO-RAHMEN UND DEN INTEGRIERTEN SCHEIBENBREMSEN BEREIT FÜR DICH.",
    "Schnellere Beschleunigung Das Herzstück des Langma Advanced 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 (nur an ausgewählten Modelle) reduziert den Luftwiderstand, während die einstellbare Variant Carbon-Sattelstütze eine hervorragende Nachgiebigkeit bietet, so dass du ein reaktionsfreudiges Bike erhältst, das über raue Straßen nur so dahingleitet.",
    "Ausstattung: Rahmen: Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm Gabel: Liv Langma Advanced Vollcarbon, OverDrive1, 12x100mm Schaltwerk: Shimano 105 Di2, 12-fach Umwerfer: Shimano 105 Di2 Schalthebel: Shimano 105 Di2, 2-fach Kurbel: Shimano 105, 50/34T Kettenblätter Innenlager: Shimano Pressfit Kette: KMC X-12 Kassette: Shimano 105, 11-34T Bremsen: Shimano 105 Di2 HRD, 160/140mm Bremshebel : Shimano 105 Di2 HRD Reifen (vorne/hinten): GIANT Gavia Course 1, 700x25c, Tubeless Ready, 60 TPI Auslieferung schlauchlos Naben: GIANT SLR 2 Disc Felgen: GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm Speichen: GIANT SLR 2 Disc Vorbau: GIANT Contact Lenker: Liv Contact Griffe: Liv All Condition Sattel: Liv Approach Sattelstütze: GIANT Variant Carbon Extras: Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "* In seltenen Fällen liefern unsere Hersteller Fahrräder mit geänderten, aber gleichwertigen Komponenten."
  ],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3599,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T04:45:28.198Z",
  "sourceMeta": {
    "shopifyProductId": 9619018023176,
    "handle": "liv-langma-advanced-1-sea-sparkle",
    "productType": "Bike",
    "tags": [
      "Bike",
      "Bikes",
      "Rennräder",
      "Spedition"
    ],
    "skus": [
      "4712878950542",
      "4712878950559",
      "4712878950566",
      "4712878950573",
      "4712878950580"
    ],
    "articleNumbers": [
      "L10110044.4",
      "L10110044",
      "L10110044.1",
      "L10110044.2",
      "L10110044.3"
    ],
    "stockSource": "feed-sold-out",
    "backorderNote": null,
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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