← Review table (road) · shopper page
boc:15477631811849 · source URL · confidence 0.74
Cannot win: availability is out-of-stock; no size confirmed in stock
| retailer label | alpha | comparable cm | match | mapping | in stock | variant price | evidence |
|---|---|---|---|---|---|---|---|
| XXS | XXS | — | unknown | unsupported | no | €3.599,99 | — |
| XS | XS | — | unknown | unsupported | no | €3.599,99 | — |
| S | S | — | unknown | unsupported | no | €3.599,99 | — |
| M | M | — | unknown | unsupported | no | €3.599,99 | — |
| L | L | — | unknown | unsupported | no | €3.599,99 | — |
| 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
Only listing of this configuration — nothing to merge.
| field | source | evidence |
|---|---|---|
| brand | retailer:boc / parse | LIV |
| model | retailer:boc / derived | Liv Langma Advanced Pro 1 |
| category | retailer:boc / derived | — |
| frameMaterial | retailer:boc / parse | Carbon |
| frameTier | retailer:boc / dictionary | Advanced Pro |
| suspension | retailer:boc / derived | no suspension fork and no rear shock on a drop-bar listing |
| wheelSize | retailer:boc / parse | 28 |
| availability | retailer:boc / derived | all variants sold out |
| groupsetFamily | ai / ai (0.9) | elektronischer Shimano-105-Di2-Schaltung |
| brakes | ai / ai (0.9) | Hydraulische Shimano 105 Scheibenbremse |
info wheel-material-unknown — Wheel material could not be established.{
"frameScore": 30,
"drivetrainScore": 27,
"wheelScore": 4,
"extrasScore": 3,
"suspensionScore": 0,
"weightAdjustment": 0,
"equipmentValue": 64,
"notes": [
"Frame tier \"upper-mid\" +4.",
"Shimano 105 Di2 = 27.",
"Wheels unknown: scored below basic aluminium rather than assumed.",
"Brakes \"hydraulic-disc\" +3.",
"Weight not published: no weight adjustment either way."
],
"marketPrice": 3334,
"valueScore": 0.926,
"savingsVsMarket": -265.9899999999998
}
{
"requested": [
"groupsetFamily",
"wheelMaterial",
"wheelTier",
"brakes",
"weightKg"
],
"applied": [
"groupsetFamily",
"brakes"
],
"rejected": [],
"notes": "The source states \"Anzahl Gänge: 24\" (total gear count) but does not explicitly state the number of rear sprockets/cassette speeds, so 'speeds' is left null. Wheel material and wheelset model are not given (only tyre model 'Giant Gavia Course' is named), so wheelMaterial and wheelTier are null. Weight is not stated.",
"raw": {
"frameMaterial": {
"value": "carbon",
"evidence": "Rahmenmaterial: Carbon",
"confidence": 0.9
},
"groupsetBrand": {
"value": "Shimano",
"evidence": "Shimano 105",
"confidence": 0.9
},
"groupsetFamily": {
"value": "105 Di2",
"evidence": "elektronischer Shimano-105-Di2-Schaltung",
"confidence": 0.9
},
"electronicShifting": {
"value": "true",
"evidence": "elektronischer Shimano-105-Di2-Schaltung",
"confidence": 0.9
},
"speeds": {
"value": null,
"evidence": null,
"confidence": 0
},
"mixedGroupset": {
"value": "false",
"evidence": "Shimano 105",
"confidence": 0.7
},
"wheelMaterial": {
"value": null,
"evidence": null,
"confidence": 0
},
"wheelTier": {
"value": null,
"evidence": null,
"confidence": 0
},
"brakes": {
"value": "hydraulic-disc",
"evidence": "Hydraulische Shimano 105 Scheibenbremse",
"confidence": 0.9
},
"weightKg": {
"value": null,
"evidence": null,
"confidence": 0
},
"powerMeter": {
"value": null,
"evidence": null,
"confidence": 0
},
"notes": "The source states \"Anzahl Gänge: 24\" (total gear count) but does not explicitly state the number of rear sprockets/cassette speeds, so 'speeds' is left null. Wheel material and wheelset model are not given (only tyre model 'Giant Gavia Course' is named), so wheelMaterial and wheelTier are null. Weight is not stated."
}
}
{
"id": "boc:15477631811849",
"retailer": "boc",
"retailerProductId": "15477631811849",
"productUrl": "https://boc24.de/products/liv-langma-advanced-pro-2",
"brand": "Liv",
"model": "Langma Advanced Pro 1",
"modelYear": null,
"category": "road",
"categoryBasis": "route",
"sourceCategory": "road",
"price": 3599.99,
"originalPrice": 4799,
"currency": "EUR",
"discountPercent": 25,
"frameMaterial": "carbon",
"frameModel": null,
"frameTier": "upper-mid",
"groupsetBrand": "Shimano",
"groupsetFamily": "105 Di2",
"groupsetGeneration": null,
"electronicShifting": true,
"speeds": null,
"mixedGroupset": false,
"groupsetComponents": null,
"groupsetTierSpread": 0,
"crank": null,
"cassette": null,
"brakes": "hydraulic-disc",
"brakePistons": null,
"brakeTier": "unknown",
"suspension": "none",
"fork": null,
"rearShock": null,
"dropperPost": null,
"beltDrive": null,
"hubDynamo": null,
"rack": null,
"mudguards": null,
"chaincase": null,
"kickstand": null,
"lighting": null,
"wheelSize": "28",
"wheelset": null,
"wheelMaterial": "unknown",
"wheelTier": "unknown",
"tyres": null,
"weightKg": null,
"powerMeter": null,
"powerMeterKind": null,
"availableSizes": [
{
"rawSize": "XXS",
"size": "XXS",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "S",
"size": "S",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "M",
"size": "M",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "L",
"size": "L",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
}
],
"seller": null,
"availability": "out-of-stock",
"gtins": [],
"imageUrl": "https://cdn.shopify.com/s/files/1/0582/1677/5854/files/az_Liv-Langma-Advanced-Pro-1-0-AuroraNoise-237249.jpg?v=1782604696",
"rawTitle": "Liv Langma Advanced Pro 1",
"fetchedAt": "2026-09-19T05:28:50.325Z",
"normalizationConfidence": 0.74,
"warnings": [
{
"code": "wheel-material-unknown",
"message": "Wheel material could not be established.",
"severity": "info"
}
]
}
{
"Ausstattung": "Leichter Carbonrahmen Leichte Carbongabel Zuverlässige Shimano 105 Kettenschaltung Hydraulische Shimano 105 Scheibenbremse Schnelle Giant Gavia Course Reifen",
"Anzahl Gänge": "24",
"Artikelmarke": "Liv",
"Laufradgröße": "28 Zoll",
"Rahmenform": "Diamant",
"Rahmenmaterial": "Carbon",
"Schaltung": "Shimano 105"
}
{
"retailer": "boc",
"retailerProductId": "15477631811849",
"productUrl": "https://boc24.de/products/liv-langma-advanced-pro-2",
"extractionMethod": "public-json-api",
"sourceCategory": "road",
"rawTitle": "Liv Langma Advanced Pro 1",
"rawBrand": "LIV",
"price": 3599.99,
"originalPrice": 4799,
"currency": "EUR",
"imageUrl": "https://cdn.shopify.com/s/files/1/0582/1677/5854/files/az_Liv-Langma-Advanced-Pro-1-0-AuroraNoise-237249.jpg?v=1782604696",
"rawSpecifications": {
"Ausstattung": "Leichter Carbonrahmen Leichte Carbongabel Zuverlässige Shimano 105 Kettenschaltung Hydraulische Shimano 105 Scheibenbremse Schnelle Giant Gavia Course Reifen",
"Anzahl Gänge": "24",
"Artikelmarke": "Liv",
"Laufradgröße": "28 Zoll",
"Rahmenform": "Diamant",
"Rahmenmaterial": "Carbon",
"Schaltung": "Shimano 105"
},
"rawFeatures": [
"Liv Langma Advanced Pro 1 – Leichtigkeit, Präzision und pure Bergperformance Das Liv Langma Advanced Pro 1 ist ein erstklassiges Damen-Rennrad, das für ambitionierte Fahrerinnen entwickelt wurde, die auf jedem Terrain maximale Performance erwarten. Mit seinem hochmodernen Carbon-Rahmen, elektronischer Shimano-105-Di2-Schaltung und einer optimal ausbalancierten Geometrie setzt dieses Modell neue Maßstäbe im Bereich der leichten, kletterstarken Race-Bikes"
],
"rawSizes": [
{
"rawSize": "XXS",
"size": "XXS",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "S",
"size": "S",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "M",
"size": "M",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "L",
"size": "L",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 3599.99,
"preorder": false,
"deliveryNote": null
}
],
"availabilityText": "all variants sold out",
"fetchedAt": "2026-09-19T05:28:50.325Z",
"sourceMeta": {
"shopifyProductId": 15477631811849,
"handle": "liv-langma-advanced-pro-2",
"productType": "WG1",
"variantSkus": [
"237249-1",
"237249-2",
"237249-3",
"237249-4",
"237249-5"
]
}
}