Avail AR 1 - Sandshell/Cold Night

bike-mailorder:10649604129032 · source URL · confidence 1 · GTIN 4711291218369, 4711291218376, 4711291218383, 4711291218390 +1

Eligibility

Can win a band.

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
XXS	XXS	—	unknown	unsupported	yes	€1.655,08	—
XS	XS	—	unknown	unsupported	no	€1.354,28	—
S	S	—	unknown	unsupported	no	€1.759,10	—
M	M	—	unknown	unsupported	yes	€1.502,10	—
L	L	—	unknown	unsupported	yes	€1.519,05	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XXS

—

unknown

unsupported

yes

€1.655,08

—

unknown

unsupported

€1.354,28

—

unknown

unsupported

€1.759,10

—

unknown

unsupported

yes

€1.502,10

—

unknown

unsupported

yes

€1.519,05

—

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 AR 1 | 105
Confidence: high

brand exact (Liv)
model normalized to "avail ar 1"
groupset family exact (105)
GTIN match (4711291218369, 4711291218376, 4711291218383, +2 more)
listings state different model years (2026, 2027); the shared manufacturer barcode says they are one SKU and is trusted over the year fields
6 listings across 5 retailers

retailer	price	sizes in stock
Bike-Mailorder	€1.502,10	XXS, M, L	debug
BikeHouse24	€1.689	none	debug
Mount7	€1.699	none	debug
bikes.de	€1.799	S \| (28")	debug
Mount7	€1.799	XS, L	debug
BikeExchange	€1.799	XS, S, M	debug

retailer

price

sizes in stock

Bike-Mailorder

€1.502,10

XXS, M, L

debug

BikeHouse24

€1.689

none

debug

Mount7

€1.699

none

debug

bikes.de

€1.799

S | (28")

debug

Mount7

€1.799

XS, L

debug

BikeExchange

€1.799

XS, S, M

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bike-mailorder / parse Liv

model retailer:bike-mailorder / derived Avail AR 1 - Sandshell/Cold Night

category retailer:bike-mailorder / derived retailer taxonomy

groupsetFamily retailer:bike-mailorder / dictionary Shimano 105, 2x12-fach || Shimano 105 GS, 12-fach || Shimano 105

electronicShifting retailer:bike-mailorder / derived Shimano 105, 2x12-fach || Shimano 105 GS, 12-fach || Shimano 105

speeds retailer:bike-mailorder / parse 2x12

brakes retailer:bike-mailorder / parse HRD

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

fork retailer:bike-mailorder / dictionary Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm

dropperPost retailer:bike-mailorder / derived seatpost row "GIANT Contact D-Fuse Carbon" names no dropper, in a 22-field spec table

beltDrive retailer:bike-mailorder / parse KMC

wheelMaterial retailer:bike-mailorder / dictionary GIANT P-R2

wheelTier retailer:bike-mailorder / dictionary GIANT P-R2

powerMeter retailer:bike-mailorder / derived absent from a 22-field spec table

availability retailer:bike-mailorder / derived 3 of 5 variants in stock

frameMaterial ai / ai (0.95) ALUXX-Aluminiumrahmen

field	source	evidence
brand	`retailer:bike-mailorder` / parse	Liv
model	`retailer:bike-mailorder` / derived	Avail AR 1 - Sandshell/Cold Night
category	`retailer:bike-mailorder` / derived	retailer taxonomy
groupsetFamily	`retailer:bike-mailorder` / dictionary	Shimano 105, 2x12-fach \|\| Shimano 105 GS, 12-fach \|\| Shimano 105
electronicShifting	`retailer:bike-mailorder` / derived	Shimano 105, 2x12-fach \|\| Shimano 105 GS, 12-fach \|\| Shimano 105
speeds	`retailer:bike-mailorder` / parse	2x12
brakes	`retailer:bike-mailorder` / parse	HRD
suspension	`retailer:bike-mailorder` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:bike-mailorder` / dictionary	Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm
dropperPost	`retailer:bike-mailorder` / derived	seatpost row "GIANT Contact D-Fuse Carbon" names no dropper, in a 22-field spec table
beltDrive	`retailer:bike-mailorder` / parse	KMC
wheelMaterial	`retailer:bike-mailorder` / dictionary	GIANT P-R2
wheelTier	`retailer:bike-mailorder` / dictionary	GIANT P-R2
powerMeter	`retailer:bike-mailorder` / derived	absent from a 22-field spec table
availability	`retailer:bike-mailorder` / derived	3 of 5 variants in stock
frameMaterial	`ai` / ai (0.95)	ALUXX-Aluminiumrahmen

Warnings

none

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 20,
  "wheelScore": 9,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 44,
  "notes": [
    "Shimano 105 = 20.",
    "Wheels \"good-aluminium\" = 9.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 1885,
  "valueScore": 1.255,
  "savingsVsMarket": 382.9000000000001
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "weightKg"
  ],
  "applied": [
    "frameMaterial"
  ],
  "rejected": [],
  "notes": "Frame material explicitly stated as ALUXX aluminium. Weight is not provided in the source. Wheel material/tier not specified (GIANT P-R2 Disc named but no material). Electronic shifting not specified (groupset listed as Shimano 105, no Di2 mentioned).",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "ALUXX-Aluminiumrahmen",
      "confidence": 0.95
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Shimano 105 FC-R7100",
      "confidence": 0.9
    },
    "groupsetFamily": {
      "value": "105",
      "evidence": "Shimano 105",
      "confidence": 0.9
    },
    "electronicShifting": {
      "value": null,
      "evidence": null,
      "confidence": 0.05
    },
    "speeds": {
      "value": "12",
      "evidence": "2x12-fach",
      "confidence": 0.9
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Shimano 105 FC-R7100",
      "confidence": 0.85
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.05
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.05
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: Shimano 105 HRD, 160 mm",
      "confidence": 0.9
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0.05
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.05
    },
    "notes": "Frame material explicitly stated as ALUXX aluminium. Weight is not provided in the source. Wheel material/tier not specified (GIANT P-R2 Disc named but no material). Electronic shifting not specified (groupset listed as Shimano 105, no Di2 mentioned)."
  }
}

Normalized record

{
  "id": "bike-mailorder:10649604129032",
  "retailer": "bike-mailorder",
  "retailerProductId": "10649604129032",
  "productUrl": "https://www.bike-mailorder.com/products/avail-ar-1-sandshell-cold-night",
  "brand": "Liv",
  "model": "Avail AR 1",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 1502.1,
  "originalPrice": 1799,
  "currency": "EUR",
  "discountPercent": 17,
  "frameMaterial": "aluminium",
  "frameModel": "AluxX Rahmen, 12x142 mm Max. Reifenfreiheit: 38mm",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "105",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "105",
    "rearDerailleur": "105",
    "frontDerailleur": "105",
    "crank": "105",
    "cassette": "105"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano 105 FC-R7100, 50/34T Kettenblätter",
  "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": null,
  "wheelset": "GIANT P-R2 Disc, Tubeless Ready | GIANT P-R2 Disc",
  "wheelMaterial": "aluminium",
  "wheelTier": "good-aluminium",
  "tyres": "GIANT Gavia Fondo 2, 700x32c, Tubeless Ready, 30 TPI Auslieferung schlauchlos",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 2,
      "price": 1655.08,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1354.28,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1759.1,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 2,
      "price": 1502.1,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 1,
      "price": 1519.05,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "in-stock",
  "gtins": [
    "4711291218369",
    "4711291218376",
    "4711291218383",
    "4711291218390",
    "4711291218406"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/pg7ytes9plzxusosotw3.jpg?v=1765874985",
  "rawTitle": "Avail AR 1 - Sandshell/Cold Night",
  "fetchedAt": "2026-09-19T04:39:19.219Z",
  "normalizationConfidence": 1,
  "warnings": []
}

Parsed specification table

{
  "Rahmen": "AluxX Rahmen, 12x142 mm Max. Reifenfreiheit: 38mm",
  "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
  "Lenker": "Liv Contact SL D-Fuse",
  "Vorbau": "GIANT Contact",
  "Kurbel": "Shimano 105 FC-R7100, 50/34T Kettenblätter",
  "Innenlager": "Shimano Pressfit",
  "Kassette": "Shimano 105, 11-36T",
  "Kette": "KMC X12",
  "Schalthebel": "Shimano 105, 2x12-fach",
  "Umwerfer": "Shimano 105",
  "Schaltwerk": "Shimano 105 GS, 12-fach",
  "Bremsen": "Shimano 105 HRD, 160 mm",
  "Bremshebel": "Shimano 105 HRD",
  "Felgen": "GIANT P-R2 Disc, Tubeless Ready",
  "Naben (v/h)": "GIANT P-R2 Disc",
  "Speichen": "GIANT P-R2 Disc",
  "Reifen": "GIANT Gavia Fondo 2, 700x32c, Tubeless Ready, 30 TPI Auslieferung schlauchlos",
  "Sattel": "Liv Approach",
  "Sattelstütze": "GIANT Contact D-Fuse Carbon",
  "Zubehör (teilw. verbaut)": "Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung)",
  "Max. Reifenbreite": "38 mm",
  "Disziplin": "Bike, Bikes, new, Rennräder, Spedition, Straßenrennräder"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "10649604129032",
  "productUrl": "https://www.bike-mailorder.com/products/avail-ar-1-sandshell-cold-night",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Avail AR 1 - Sandshell/Cold Night",
  "rawBrand": "Liv",
  "price": 1502.1,
  "originalPrice": 1799,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/pg7ytes9plzxusosotw3.jpg?v=1765874985",
  "rawSpecifications": {
    "Rahmen": "AluxX Rahmen, 12x142 mm Max. Reifenfreiheit: 38mm",
    "Gabel": "Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm",
    "Lenker": "Liv Contact SL D-Fuse",
    "Vorbau": "GIANT Contact",
    "Kurbel": "Shimano 105 FC-R7100, 50/34T Kettenblätter",
    "Innenlager": "Shimano Pressfit",
    "Kassette": "Shimano 105, 11-36T",
    "Kette": "KMC X12",
    "Schalthebel": "Shimano 105, 2x12-fach",
    "Umwerfer": "Shimano 105",
    "Schaltwerk": "Shimano 105 GS, 12-fach",
    "Bremsen": "Shimano 105 HRD, 160 mm",
    "Bremshebel": "Shimano 105 HRD",
    "Felgen": "GIANT P-R2 Disc, Tubeless Ready",
    "Naben (v/h)": "GIANT P-R2 Disc",
    "Speichen": "GIANT P-R2 Disc",
    "Reifen": "GIANT Gavia Fondo 2, 700x32c, Tubeless Ready, 30 TPI Auslieferung schlauchlos",
    "Sattel": "Liv Approach",
    "Sattelstütze": "GIANT Contact D-Fuse Carbon",
    "Zubehör (teilw. verbaut)": "Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung)",
    "Max. Reifenbreite": "38 mm",
    "Disziplin": "Bike, Bikes, new, Rennräder, Spedition, Straßenrennräder"
  },
  "rawFeatures": [
    "Egal, ob du auf Asphalt fährst oder eine unbefestigte Abkürzung nimmst, das Avail AR ist auf ebenen Strecken geschmeidig, bei Anstiegen spritzig und bei Abfahrten sicher.",
    "Comfort Der leichte ALUXX-Aluminiumrahmen hat die neueste Endurance-Geometrie mit einer Advanced-Grade-Carbon-Gabel und einer D-Fuse-Sattelstütze, die Vibrationen abfedert.",
    "Control Die 32c-Reifen sorgen für Stabilität auf der Straße und im Gelände und sind mit schlauchlosen Reifen bis zu 38c kompatibel. Der OverDrive-Gabelschaft und die starken Scheibenbremsen sorgen für präzises Handling und zuverlässige Bremskraft, sodass du dich auf jedem Terrain sicher fühlst.",
    "Carrying Capacity Mit Rahmenhalterungen für Gepäckträger und Schutzbleche ausgestattet, bist du mit dem Avail AR bestens für längere Touren gerüstet und hast alles Nötige dabei.",
    "Ausstattung: Modeljahr: 2026 Rahmen: AluxX Rahmen, 12x142 mm Max. Reifenfreiheit: 38mm Gabel: Advanced Vollcarbon Gabel, OD1 Gabelschaft, 12x100 mm Lenker: Liv Contact SL D-Fuse Vorbau: GIANT Contact Kurbel: Shimano 105 FC-R7100, 50/34T Kettenblätter Innenlager: Shimano Pressfit Kassette: Shimano 105, 11-36T Kette: KMC X12 Schalthebel: Shimano 105, 2x12-fach Umwerfer: Shimano 105 Schaltwerk: Shimano 105 GS, 12-fach Bremsen: Shimano 105 HRD, 160 mm Bremshebel: Shimano 105 HRD Felgen: GIANT P-R2 Disc, Tubeless Ready Naben (v/h): GIANT P-R2 Disc Speichen: GIANT P-R2 Disc Reifen: GIANT Gavia Fondo 2, 700x32c, Tubeless Ready, 30 TPI Auslieferung schlauchlos Sattel: Liv Approach Sattelstütze: GIANT Contact D-Fuse Carbon Zubehör (teilw. verbaut): Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung) Max. Reifenbreite: 38 mm",
    "* In seltenen Fällen liefern unsere Hersteller Fahrräder mit geänderten, aber gleichwertigen Komponenten."
  ],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 2,
      "price": 1655.08,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1354.28,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1759.1,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 2,
      "price": 1502.1,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 1,
      "price": 1519.05,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "3 of 5 variants in stock",
  "fetchedAt": "2026-09-19T04:39:19.219Z",
  "sourceMeta": {
    "shopifyProductId": 10649604129032,
    "handle": "avail-ar-1-sandshell-cold-night",
    "productType": "Bike",
    "tags": [
      "Bike",
      "Bikes",
      "new",
      "Rennräder",
      "Spedition",
      "Straßenrennräder"
    ],
    "skus": [
      "4711291218369",
      "4711291218376",
      "4711291218383",
      "4711291218390",
      "4711291218406"
    ],
    "articleNumbers": [
      "LIV260038",
      "LIV260038.1",
      "LIV260038.2",
      "LIV260038.3",
      "LIV260038.4"
    ],
    "stockSource": "product-inventory",
    "backorderNote": "Beim Lieferanten bestellt",
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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