Liv Langma Advanced Pro Disc 1 AR

bikeexchange:liv_langma_advanced_pro_disc_1_ar_2024 · source URL · confidence 1 · GTIN 4712878951686

Eligibility

Can win a band.

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
L	L	—	unknown	unsupported	yes	€3.146,55	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

—

unknown

unsupported

yes

€3.146,55

—

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 | 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

retailer	price	sizes in stock
BikeExchange	€3.146,55	L	debug
Bike-Mailorder	€5.299	none	debug

retailer

price

sizes in stock

BikeExchange

€3.146,55

debug

Bike-Mailorder

€5.299

none

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bikeexchange / parse Liv

model retailer:bikeexchange / derived Liv Langma Advanced Pro Disc 1 AR

modelYear retailer:bikeexchange / parse Jahr: 2024

category retailer:bikeexchange / derived retailer taxonomy

frameMaterial retailer:bikeexchange / parse Carbon

frameTier retailer:bikeexchange / dictionary Advanced Pro

groupsetFamily retailer:bikeexchange / dictionary SRAM Rival eTap AXS, 2-fach || SRAM Rival eTap AXS

electronicShifting retailer:bikeexchange / parse eTap

speeds retailer:bikeexchange / parse model code AXS

brakes retailer:bikeexchange / parse HRD

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

fork retailer:bikeexchange / dictionary Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm

dropperPost retailer:bikeexchange / derived seatpost row "GIANT Variant Carbon" names no dropper, in a 24-field spec table

beltDrive retailer:bikeexchange / parse SRAM Rival eTap AXS

wheelMaterial retailer:bikeexchange / dictionary GIANT SLR 2

wheelTier retailer:bikeexchange / dictionary GIANT SLR 2

powerMeter retailer:bikeexchange / derived absent from a 24-field spec table

availability retailer:bikeexchange / derived sizes 1: 1 stocked, 0 gone, 0 unread

seller retailer:bikeexchange / parse L: fitstore24

weightKg ai / ai (0.95) Gewicht*: 7,8 (S)

field	source	evidence
brand	`retailer:bikeexchange` / parse	Liv
model	`retailer:bikeexchange` / derived	Liv Langma Advanced Pro Disc 1 AR
modelYear	`retailer:bikeexchange` / parse	Jahr: 2024
category	`retailer:bikeexchange` / derived	retailer taxonomy
frameMaterial	`retailer:bikeexchange` / parse	Carbon
frameTier	`retailer:bikeexchange` / dictionary	Advanced Pro
groupsetFamily	`retailer:bikeexchange` / dictionary	SRAM Rival eTap AXS, 2-fach \|\| SRAM Rival eTap AXS
electronicShifting	`retailer:bikeexchange` / parse	eTap
speeds	`retailer:bikeexchange` / parse	model code AXS
brakes	`retailer:bikeexchange` / parse	HRD
suspension	`retailer:bikeexchange` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:bikeexchange` / dictionary	Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm
dropperPost	`retailer:bikeexchange` / derived	seatpost row "GIANT Variant Carbon" names no dropper, in a 24-field spec table
beltDrive	`retailer:bikeexchange` / parse	SRAM Rival eTap AXS
wheelMaterial	`retailer:bikeexchange` / dictionary	GIANT SLR 2
wheelTier	`retailer:bikeexchange` / dictionary	GIANT SLR 2
powerMeter	`retailer:bikeexchange` / derived	absent from a 24-field spec table
availability	`retailer:bikeexchange` / derived	sizes 1: 1 stocked, 0 gone, 0 unread
seller	`retailer:bikeexchange` / parse	L: fitstore24
weightKg	`ai` / ai (0.95)	Gewicht*: 7,8 (S)

Warnings

info single-size-only — Only one size is in stock (L).

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": 1.462,
  "savingsVsMarket": 1454.4499999999998
}

AI normalization

{
  "requested": [
    "weightKg"
  ],
  "applied": [
    "weightKg"
  ],
  "rejected": [],
  "notes": "Weight given is for size S (Gewicht*: 7,8 (S)). 'Speeds' (number of rear sprockets) is not stated (cassette listed as 'SRAM Rival, 10-36T' without cog count). Wheel tier not assigned because the vendor wheel model is named but no mapping to the tier list was provided.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Carbon",
      "confidence": 0.95
    },
    "groupsetBrand": {
      "value": "SRAM",
      "evidence": "SRAM Rival eTap AXS",
      "confidence": 0.99
    },
    "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": null,
      "evidence": null,
      "confidence": 0.07
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Schaltung: SRAM Rival eTap AXS\nKurbelgarnitur: SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
      "confidence": 0.85
    },
    "wheelMaterial": {
      "value": "carbon",
      "evidence": "Laufräder: GIANT SLR 2 Disc Carbon",
      "confidence": 0.95
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.07
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremse: SRAM Rival eTap AXS HRD, 160/160mm",
      "confidence": 0.95
    },
    "weightKg": {
      "value": "7.8",
      "evidence": "Gewicht*: 7,8 (S)",
      "confidence": 0.95
    },
    "powerMeter": {
      "value": "true",
      "evidence": "Kurbelgarnitur: SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
      "confidence": 0.88
    },
    "notes": "Weight given is for size S (Gewicht*: 7,8 (S)). 'Speeds' (number of rear sprockets) is not stated (cassette listed as 'SRAM Rival, 10-36T' without cog count). Wheel tier not assigned because the vendor wheel model is named but no mapping to the tier list was provided."
  }
}

Normalized record

{
  "id": "bikeexchange:liv_langma_advanced_pro_disc_1_ar_2024",
  "retailer": "bikeexchange",
  "retailerProductId": "liv_langma_advanced_pro_disc_1_ar_2024",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv_langma_advanced_pro_disc_1_ar_2024?sku=LIV_0000309244",
  "brand": "Liv",
  "model": "Langma Advanced Pro Disc 1 AR",
  "modelYear": 2024,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 3146.55,
  "originalPrice": 5299,
  "currency": "EUR",
  "discountPercent": 41,
  "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",
    "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",
  "wheelMaterial": "carbon",
  "wheelTier": "entry-carbon",
  "tyres": "GIANT Gavia Fondo 1, 700x28c, Tubeless Ready Auslieferung schlauchlos",
  "weightKg": 7.8,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3146.55,
      "seller": "fitstore24",
      "deliveryNote": "Reguläre Lieferzeit 5 Tage"
    }
  ],
  "seller": "fitstore24",
  "availability": "limited",
  "gtins": [
    "4712878951686"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/a7a62fe3a8f9c21f67a2-xTXP2XXm.png",
  "rawTitle": "Liv Langma Advanced Pro Disc 1 AR",
  "fetchedAt": "2026-09-19T05:09:44.517Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (L).",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Gewicht*": "7,8 (S)",
  "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
  "Bremse": "SRAM Rival eTap AXS HRD, 160/160mm",
  "Bremshebel": "SRAM Rival eTap AXS HRD",
  "Speichen": "GIANT SLR 2 Disc",
  "Reifen": "GIANT Gavia Fondo 1, 700x28c, Tubeless Ready Auslieferung schlauchlos",
  "Laufräder": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
  "Naben": "GIANT SLR 2 Disc",
  "Vorbau": "GIANT Contact SL",
  "Lenker": "Liv Contact SLR Carbon",
  "Griffe": "Liv All Condition",
  "Zubehör": "Computer Befestigung zur Vorbauintegration Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
  "Pedale": "nicht im Lieferumfang enthalten",
  "Kassette": "SRAM Rival, 10-36T",
  "Schaltung": "SRAM Rival eTap AXS",
  "Kurbelgarnitur": "SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
  "Schalthebel": "SRAM Rival eTap AXS, 2-fach",
  "Innenlager": "SRAM DUB Pressfit",
  "Umwerfer": "SRAM Rival eTap AXS",
  "Kette / Riemen": "SRAM Rival D1",
  "Sattel": "Liv Alacra SL",
  "Sattelstütze": "GIANT Variant Carbon",
  "Gabel": "Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm",
  "Jahr": "2024"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "liv_langma_advanced_pro_disc_1_ar_2024",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv_langma_advanced_pro_disc_1_ar_2024?sku=LIV_0000309244",
  "extractionMethod": "embedded-json",
  "sourceCategory": "road",
  "rawTitle": "Liv Langma Advanced Pro Disc 1 AR",
  "rawBrand": "Liv",
  "price": 3146.55,
  "originalPrice": 5299,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/a7a62fe3a8f9c21f67a2-xTXP2XXm.png",
  "rawSpecifications": {
    "Gewicht*": "7,8 (S)",
    "Rahmen": "Advanced Carbon Rahmen, 12x142 mm Max. Reifenfreiheit: 32mm",
    "Bremse": "SRAM Rival eTap AXS HRD, 160/160mm",
    "Bremshebel": "SRAM Rival eTap AXS HRD",
    "Speichen": "GIANT SLR 2 Disc",
    "Reifen": "GIANT Gavia Fondo 1, 700x28c, Tubeless Ready Auslieferung schlauchlos",
    "Laufräder": "GIANT SLR 2 Disc Carbon, Tubeless Ready, 36 mm",
    "Naben": "GIANT SLR 2 Disc",
    "Vorbau": "GIANT Contact SL",
    "Lenker": "Liv Contact SLR Carbon",
    "Griffe": "Liv All Condition",
    "Zubehör": "Computer Befestigung zur Vorbauintegration Tubeless Kit (Dichtmittel,Ventile, Reifenheber,Ventilkernwerkzeug, Bedienungsanleitung)",
    "Pedale": "nicht im Lieferumfang enthalten",
    "Kassette": "SRAM Rival, 10-36T",
    "Schaltung": "SRAM Rival eTap AXS",
    "Kurbelgarnitur": "SRAM Rival D1, 46/33T Kettenblätter mit GIANT Halo Power Pro",
    "Schalthebel": "SRAM Rival eTap AXS, 2-fach",
    "Innenlager": "SRAM DUB Pressfit",
    "Umwerfer": "SRAM Rival eTap AXS",
    "Kette / Riemen": "SRAM Rival D1",
    "Sattel": "Liv Alacra SL",
    "Sattelstütze": "GIANT Variant Carbon",
    "Gabel": "Advanced Vollcarbon Gabel, OD2 Gabelschaft, 12x100 mm",
    "Jahr": "2024"
  },
  "rawFeatures": [
    "Carbon",
    "SRAM Rival eTap AXS",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3146.55,
      "seller": "fitstore24",
      "deliveryNote": "Reguläre Lieferzeit 5 Tage"
    }
  ],
  "availabilityText": "sizes 1: 1 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-19T05:09:44.517Z",
  "sourceMeta": {
    "skus": [
      "4712878951686"
    ],
    "shopSkus": [
      "LIV_0000309244",
      "LIV_0000309244"
    ],
    "seller": "fitstore24",
    "sellerOfSize": "L",
    "sellerId": "76bca922-e6c6-4cce-91c4-bc34c744f3cc",
    "storeKey": "store_01KBZ4M2HEFY5655SD0D3GAPGQ_eur",
    "storeCity": "Debant",
    "storeCountry": "AT",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P5D",
    "shippingPrice": 69,
    "hasMoreSellers": false,
    "condition": "NEW",
    "ctProductId": "b2d94e2d-a364-4e7c-a3e8-4d74fdaccc24",
    "shopCategory": "Race",
    "colourCount": 1,
    "fetchedSku": "LIV_0000309244"
  }
}

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