Liv Avail Advanced 0

boc:15526492766473 · source URL · confidence 0.96

Eligibility

Can win a band.

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
XXS	XXS	—	unknown	unsupported	no	€3.999	—
XS	XS	—	unknown	unsupported	no	€3.999	—
S	S	—	unknown	unsupported	yes	€3.999	—
M	M	—	unknown	unsupported	yes	€3.999	—
L	L	—	unknown	unsupported	no	€3.999	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XXS

—

unknown

unsupported

€3.999

—

unknown

unsupported

€3.999

—

unknown

unsupported

yes

€3.999

—

unknown

unsupported

yes

€3.999

—

unknown

unsupported

€3.999

—

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 | Avail Advanced 0 | 105 Di2 | 2026
Confidence: high

brand exact (Liv)
model normalized to "avail advanced 0"
groupset family exact (105 Di2)
GTIN match (4711291110540, 4711291218482, 4711291218499, +3 more)
listings state different model years (2025, 2026); the shared manufacturer barcode says they are one SKU and is trusted over the year fields
7 listings across 5 retailers

retailer	price	sizes in stock
bikes.de	€3.499	M \| (28")	debug
BikeExchange	€3.569,15	M	debug
B.O.C.	€3.999	S, M	debug
Mount7	€3.999	none	debug
BikeExchange	€3.999	S, M	debug
Bike-Mailorder	€3.999	none	debug
Bike-Mailorder	€4.199	none	debug

retailer

price

sizes in stock

bikes.de

€3.499

M | (28")

debug

BikeExchange

€3.569,15

debug

B.O.C.

€3.999

S, M

debug

Mount7

€3.999

none

debug

BikeExchange

€3.999

S, M

debug

Bike-Mailorder

€3.999

none

debug

Bike-Mailorder

€4.199

none

debug

Provenance — why we believe each fact

field source evidence

brand retailer:boc / parse LIV

model retailer:boc / derived Liv Avail Advanced 0

modelYear retailer:boc / parse Modelljahr: 2026

category retailer:boc / derived —

frameMaterial retailer:boc / parse Carbon

frameTier retailer:boc / dictionary Advanced

groupsetFamily retailer:boc / dictionary Shimano 105 Di2, 2x12-fach || Shimano 105 Di2, 12-fach || Shimano 105 Di2

electronicShifting retailer:boc / parse Di2

speeds retailer:boc / parse 2x12

brakes retailer:boc / parse HRD

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

fork retailer:boc / dictionary Advanced Vollcarbon Gabel

dropperPost retailer:boc / derived seatpost row "GIANT Contact D-Fuse Carbon" names no dropper, in a 25-field spec table

beltDrive retailer:boc / parse KMC

wheelSize retailer:boc / parse 28

wheelMaterial retailer:boc / dictionary GIANT SLR 2

wheelTier retailer:boc / dictionary GIANT SLR 2

weightKg retailer:boc / parse Gewicht Kg. ca.: 8 kg

powerMeter retailer:boc / derived absent from a 25-field spec table

availability retailer:boc / derived 2 of 5 variants in stock

field	source	evidence
brand	`retailer:boc` / parse	LIV
model	`retailer:boc` / derived	Liv Avail Advanced 0
modelYear	`retailer:boc` / parse	Modelljahr: 2026
category	`retailer:boc` / derived	—
frameMaterial	`retailer:boc` / parse	Carbon
frameTier	`retailer:boc` / dictionary	Advanced
groupsetFamily	`retailer:boc` / dictionary	Shimano 105 Di2, 2x12-fach \|\| Shimano 105 Di2, 12-fach \|\| Shimano 105 Di2
electronicShifting	`retailer:boc` / parse	Di2
speeds	`retailer:boc` / parse	2x12
brakes	`retailer:boc` / parse	HRD
suspension	`retailer:boc` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:boc` / dictionary	Advanced Vollcarbon Gabel
dropperPost	`retailer:boc` / derived	seatpost row "GIANT Contact D-Fuse Carbon" names no dropper, in a 25-field spec table
beltDrive	`retailer:boc` / parse	KMC
wheelSize	`retailer:boc` / parse	28
wheelMaterial	`retailer:boc` / dictionary	GIANT SLR 2
wheelTier	`retailer:boc` / dictionary	GIANT SLR 2
weightKg	`retailer:boc` / parse	Gewicht Kg. ca.: 8 kg
powerMeter	`retailer:boc` / derived	absent from a 25-field spec table
availability	`retailer:boc` / derived	2 of 5 variants in stock

Warnings

none

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 27,
  "wheelScore": 13,
  "extrasScore": 3,
  "suspensionScore": 0,
  "weightAdjustment": 2.7,
  "equipmentValue": 73.7,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano 105 Di2 = 27.",
    "Wheels \"entry-carbon\" = 13.",
    "Brakes \"hydraulic-disc\" +3.",
    "8 kg vs 8.9 kg road reference = +2.7."
  ],
  "marketPrice": 4138,
  "valueScore": 1.035,
  "savingsVsMarket": 139
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "boc:15526492766473",
  "retailer": "boc",
  "retailerProductId": "15526492766473",
  "productUrl": "https://boc24.de/products/liv-avail-advanced-0",
  "brand": "Liv",
  "model": "Avail Advanced 0",
  "modelYear": 2026,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 3999,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "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",
  "cassette": "Shimano 105, 11-36T",
  "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": "28",
  "wheelset": "GIANT SLR 2 Disc Carbon",
  "wheelMaterial": "carbon",
  "wheelTier": "entry-carbon",
  "tyres": null,
  "weightKg": 8,
  "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": true,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "in-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0582/1677/5854/files/az_Liv_20Avail_20Advanced_200-0-CAMEL_20SILK-238787_4eebda89-7c33-4334-9831-2e96c7d0feb2.jpg?v=1783297523",
  "rawTitle": "Liv Avail Advanced 0",
  "fetchedAt": "2026-09-19T05:23:04.194Z",
  "normalizationConfidence": 0.96,
  "warnings": []
}

Parsed specification table

{
  "Ausstattung": "Leichter Carbonrahmen Leichte Advanced Vollcarbon Gabel Hochwertige Shimano 105 Di2 Kettenschaltung Hydraulische Shimano 105 Di2 Scheibenbremsen Extrem leichte GIANT Gavia Fondo 0 Reifen",
  "Anzahl Gänge": "24",
  "Artikelmarke": "Liv",
  "Bremsen": "Shimano 105 Di2 HRD, 160mm",
  "Bremshebel": "Shimano 105 Di2 HRD",
  "Felgen": "GIANT SLR 2 Disc Carbon",
  "Gabel": "Advanced Vollcarbon Gabel",
  "Geschlecht": "Damen",
  "Gewicht Kg. ca.": "8 kg",
  "Innenlager": "Shimano Pressfit",
  "Kassette": "Shimano 105, 11-36T",
  "Kette": "KMC X-12",
  "Kurbelgarnitur": "Shimano 105, 50/34T",
  "Laufradgröße": "28 Zoll",
  "Lenker": "Liv Contact SL D-Fuse",
  "Modelljahr": "2026",
  "Rahmenform": "Diamant",
  "Rahmenmaterial": "Carbon",
  "Sattel": "Liv Approach",
  "Sattelstütze": "GIANT Contact D-Fuse Carbon",
  "Schalthebel": "Shimano 105 Di2, 2x12-fach",
  "Schaltung": "Shimano 105 Di2",
  "Schaltwerk": "Shimano 105 Di2, 12-fach",
  "Umwerfer": "Shimano 105 Di2",
  "Vorbau": "Giant Contact Aerolight"
}

Raw adapter output

{
  "retailer": "boc",
  "retailerProductId": "15526492766473",
  "productUrl": "https://boc24.de/products/liv-avail-advanced-0",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Liv Avail Advanced 0",
  "rawBrand": "LIV",
  "price": 3999,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0582/1677/5854/files/az_Liv_20Avail_20Advanced_200-0-CAMEL_20SILK-238787_4eebda89-7c33-4334-9831-2e96c7d0feb2.jpg?v=1783297523",
  "rawSpecifications": {
    "Ausstattung": "Leichter Carbonrahmen Leichte Advanced Vollcarbon Gabel Hochwertige Shimano 105 Di2 Kettenschaltung Hydraulische Shimano 105 Di2 Scheibenbremsen Extrem leichte GIANT Gavia Fondo 0 Reifen",
    "Anzahl Gänge": "24",
    "Artikelmarke": "Liv",
    "Bremsen": "Shimano 105 Di2 HRD, 160mm",
    "Bremshebel": "Shimano 105 Di2 HRD",
    "Felgen": "GIANT SLR 2 Disc Carbon",
    "Gabel": "Advanced Vollcarbon Gabel",
    "Geschlecht": "Damen",
    "Gewicht Kg. ca.": "8 kg",
    "Innenlager": "Shimano Pressfit",
    "Kassette": "Shimano 105, 11-36T",
    "Kette": "KMC X-12",
    "Kurbelgarnitur": "Shimano 105, 50/34T",
    "Laufradgröße": "28 Zoll",
    "Lenker": "Liv Contact SL D-Fuse",
    "Modelljahr": "2026",
    "Rahmenform": "Diamant",
    "Rahmenmaterial": "Carbon",
    "Sattel": "Liv Approach",
    "Sattelstütze": "GIANT Contact D-Fuse Carbon",
    "Schalthebel": "Shimano 105 Di2, 2x12-fach",
    "Schaltung": "Shimano 105 Di2",
    "Schaltwerk": "Shimano 105 Di2, 12-fach",
    "Umwerfer": "Shimano 105 Di2",
    "Vorbau": "Giant Contact Aerolight"
  },
  "rawFeatures": [
    "Leichter Carbonrahmen Leichte Advanced Vollcarbon Gabel Hochwertige Shimano 105 Di2 Kettenschaltung Hydraulische Shimano 105 Di2 Scheibenbremsen Extrem leichte GIANT Gavia Fondo 0 Reifen"
  ],
  "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": true,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 3999,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "2 of 5 variants in stock",
  "fetchedAt": "2026-09-19T05:23:04.194Z",
  "sourceMeta": {
    "shopifyProductId": 15526492766473,
    "handle": "liv-avail-advanced-0",
    "productType": "WG1",
    "variantSkus": [
      "238787-1",
      "238787-2",
      "238787-3",
      "238787-4",
      "238787-5"
    ]
  }
}

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