Avow Advanced SL - Carbon

bike-mailorder:10647802609928 · source URL · confidence 1 · GTIN 4711291145337, 4711291145344, 4711291145351, 4711291145368

Eligibility

Cannot win: availability is preorder; no size confirmed in stock

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
XXS	XXS	—	unknown	unsupported	no	€7.499	—
XS	XS	—	unknown	unsupported	no	€7.499	—
S	S	—	unknown	unsupported	pre-order	€7.499	Beim Lieferanten bestellt
M	M	—	unknown	unsupported	pre-order	€7.499	Beim Lieferanten bestellt

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XXS

—

unknown

unsupported

€7.499

—

unknown

unsupported

€7.499

—

unknown

unsupported

pre-order

€7.499

Beim Lieferanten bestellt

—

unknown

unsupported

pre-order

€7.499

Beim Lieferanten bestellt

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

Only listing of this configuration — nothing to merge.

Provenance — why we believe each fact

field source evidence

brand retailer:bike-mailorder / parse Liv

model retailer:bike-mailorder / derived Avow Advanced SL - Carbon

category retailer:bike-mailorder / derived retailer taxonomy

frameMaterial retailer:bike-mailorder / parse Carbon

frameTier retailer:bike-mailorder / dictionary Advanced SL

groupsetFamily retailer:bike-mailorder / dictionary Sram Rival AXS Blips Clics || Sram Rival AXS E1 || Sram Rival AXS E1

electronicShifting retailer:bike-mailorder / derived AXS

speeds retailer:bike-mailorder / parse 12 Fach

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 SL Vollcarbon Gabel, OD1 Gabelschaft, 12x100

dropperPost retailer:bike-mailorder / derived seatpost row "Avow Carbon" names no dropper, in a 24-field spec table

beltDrive retailer:bike-mailorder / parse Sram Rival AXS E1

wheelMaterial retailer:bike-mailorder / dictionary GIANT SLR 2

wheelTier retailer:bike-mailorder / dictionary GIANT SLR 2

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

availability retailer:bike-mailorder / derived all 2 available variants are pre-order

field	source	evidence
brand	`retailer:bike-mailorder` / parse	Liv
model	`retailer:bike-mailorder` / derived	Avow Advanced SL - Carbon
category	`retailer:bike-mailorder` / derived	retailer taxonomy
frameMaterial	`retailer:bike-mailorder` / parse	Carbon
frameTier	`retailer:bike-mailorder` / dictionary	Advanced SL
groupsetFamily	`retailer:bike-mailorder` / dictionary	Sram Rival AXS Blips Clics \|\| Sram Rival AXS E1 \|\| Sram Rival AXS E1
electronicShifting	`retailer:bike-mailorder` / derived	AXS
speeds	`retailer:bike-mailorder` / parse	12 Fach
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 SL Vollcarbon Gabel, OD1 Gabelschaft, 12x100
dropperPost	`retailer:bike-mailorder` / derived	seatpost row "Avow Carbon" names no dropper, in a 24-field spec table
beltDrive	`retailer:bike-mailorder` / parse	Sram Rival AXS E1
wheelMaterial	`retailer:bike-mailorder` / dictionary	GIANT SLR 2
wheelTier	`retailer:bike-mailorder` / dictionary	GIANT SLR 2
powerMeter	`retailer:bike-mailorder` / derived	absent from a 24-field spec table
availability	`retailer:bike-mailorder` / derived	all 2 available variants are pre-order

Warnings

high preorder-only — Every orderable size is a pre-order, not stock: S (Beim Lieferanten bestellt); M (Beim Lieferanten bestellt).

Score breakdown

{
  "frameScore": 32,
  "drivetrainScore": 26,
  "wheelScore": 13,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 75,
  "notes": [
    "Frame tier \"top\" +6.",
    "SRAM Rival AXS = 26.",
    "Wheels \"entry-carbon\" = 13.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 4302,
  "valueScore": 0.574,
  "savingsVsMarket": -3197
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bike-mailorder:10647802609928",
  "retailer": "bike-mailorder",
  "retailerProductId": "10647802609928",
  "productUrl": "https://www.bike-mailorder.com/products/avow-advanced-sl-carbon",
  "brand": "Liv",
  "model": "Avow Advanced SL",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 7499,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "carbon",
  "frameModel": "Advanced SL Carbon, 12x142, 30mm Reifenfreiheit",
  "frameTier": "top",
  "groupsetBrand": "SRAM",
  "groupsetFamily": "Rival AXS",
  "groupsetGeneration": null,
  "electronicShifting": true,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "Rival AXS",
    "rearDerailleur": "Rival AXS",
    "frontDerailleur": "Rival AXS",
    "crank": "Rival"
  },
  "groupsetTierSpread": 0,
  "crank": "Sram Rival D1 PowerHalo, 48/35",
  "cassette": "Sram XG-1250, 10-36 12 Fach",
  "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 Carbon, Tubeless Ready, 50 mm | GIANT SLR 2 Carbon",
  "wheelMaterial": "carbon",
  "wheelTier": "entry-carbon",
  "tyres": "CADEX Aero, 700x25c, Tubeless Ready",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 7499,
      "preorder": true,
      "deliveryNote": "Beim Lieferanten bestellt"
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 7499,
      "preorder": true,
      "deliveryNote": "Beim Lieferanten bestellt"
    }
  ],
  "seller": null,
  "availability": "preorder",
  "gtins": [
    "4711291145337",
    "4711291145344",
    "4711291145351",
    "4711291145368"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/zwm9tsv5fe9vr2ercyia.jpg?v=1765806885",
  "rawTitle": "Avow Advanced SL - Carbon",
  "fetchedAt": "2026-09-19T04:40:18.132Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "preorder-only",
      "message": "Every orderable size is a pre-order, not stock: S (Beim Lieferanten bestellt); M (Beim Lieferanten bestellt).",
      "severity": "high"
    }
  ]
}

Parsed specification table

{
  "Rahmen": "Advanced SL Carbon, 12x142, 30mm Reifenfreiheit",
  "Gabel": "Advanced SL Vollcarbon Gabel, OD1 Gabelschaft, 12x100",
  "Lenker": "AeroDrive Base Bar mit integriertem Vorbau",
  "Vorbau": "AeroDrive Base Bar mit integriertem Vorbau",
  "Armauflagen": "Sync Armschalen",
  "Extensions": "10°/15° Extension Wedges",
  "Kurbel": "Sram Rival D1 PowerHalo, 48/35",
  "Innenlager": "Sram DUB Pressfit",
  "Kassette": "Sram XG-1250, 10-36 12 Fach",
  "Kette": "Sram CN-RIV-D1",
  "Schalthebel": "Sram Rival AXS Blips Clics",
  "Umwerfer": "Sram Rival AXS E1",
  "Schaltwerk": "Sram Rival AXS E1",
  "Bremsen": "Sram Rival AXS HRD, 160/140mm",
  "Bremshebel": "Sram S-900 Aero",
  "Felgen": "GIANT SLR 2 Carbon, Tubeless Ready, 50 mm",
  "Naben (v/h)": "GIANT SLR 2 Carbon",
  "Speichen": "GIANT SLR 2 Carbon",
  "Reifen": "CADEX Aero, 700x25c, Tubeless Ready",
  "Sattel": "Contact SL TRI",
  "Sattelstütze": "Avow Carbon",
  "Zubehör (teilw. verbaut)": "TT Storage, Hydration Kit, Computer Befestigung, Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung)",
  "Max. Reifenbreite": "30 mm",
  "Disziplin": "Aero Rennräder, Bike, Bikes, new, Rennräder, Spedition"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "10647802609928",
  "productUrl": "https://www.bike-mailorder.com/products/avow-advanced-sl-carbon",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Avow Advanced SL - Carbon",
  "rawBrand": "Liv",
  "price": 7499,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/zwm9tsv5fe9vr2ercyia.jpg?v=1765806885",
  "rawSpecifications": {
    "Rahmen": "Advanced SL Carbon, 12x142, 30mm Reifenfreiheit",
    "Gabel": "Advanced SL Vollcarbon Gabel, OD1 Gabelschaft, 12x100",
    "Lenker": "AeroDrive Base Bar mit integriertem Vorbau",
    "Vorbau": "AeroDrive Base Bar mit integriertem Vorbau",
    "Armauflagen": "Sync Armschalen",
    "Extensions": "10°/15° Extension Wedges",
    "Kurbel": "Sram Rival D1 PowerHalo, 48/35",
    "Innenlager": "Sram DUB Pressfit",
    "Kassette": "Sram XG-1250, 10-36 12 Fach",
    "Kette": "Sram CN-RIV-D1",
    "Schalthebel": "Sram Rival AXS Blips Clics",
    "Umwerfer": "Sram Rival AXS E1",
    "Schaltwerk": "Sram Rival AXS E1",
    "Bremsen": "Sram Rival AXS HRD, 160/140mm",
    "Bremshebel": "Sram S-900 Aero",
    "Felgen": "GIANT SLR 2 Carbon, Tubeless Ready, 50 mm",
    "Naben (v/h)": "GIANT SLR 2 Carbon",
    "Speichen": "GIANT SLR 2 Carbon",
    "Reifen": "CADEX Aero, 700x25c, Tubeless Ready",
    "Sattel": "Contact SL TRI",
    "Sattelstütze": "Avow Carbon",
    "Zubehör (teilw. verbaut)": "TT Storage, Hydration Kit, Computer Befestigung, Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung)",
    "Max. Reifenbreite": "30 mm",
    "Disziplin": "Aero Rennräder, Bike, Bikes, new, Rennräder, Spedition"
  },
  "rawFeatures": [
    "Ausstattung: Modeljahr: 2026 Rahmen: Advanced SL Carbon, 12x142, 30mm Reifenfreiheit Gabel: Advanced SL Vollcarbon Gabel, OD1 Gabelschaft, 12x100 Lenker: AeroDrive Base Bar mit integriertem Vorbau Vorbau: AeroDrive Base Bar mit integriertem Vorbau Armauflagen: Sync Armschalen Extensions: 10°/15° Extension Wedges Kurbel: Sram Rival D1 PowerHalo, 48/35 Innenlager: Sram DUB Pressfit Kassette: Sram XG-1250, 10-36 12 Fach Kette: Sram CN-RIV-D1 Schalthebel: Sram Rival AXS Blips Clics Umwerfer: Sram Rival AXS E1 Schaltwerk: Sram Rival AXS E1 Bremsen: Sram Rival AXS HRD, 160/140mm Bremshebel: Sram S-900 Aero Felgen: GIANT SLR 2 Carbon, Tubeless Ready, 50 mm Naben (v/h): GIANT SLR 2 Carbon Speichen: GIANT SLR 2 Carbon Reifen: CADEX Aero, 700x25c, Tubeless Ready Sattel: Contact SL TRI Sattelstütze: Avow Carbon Zubehör (teilw. verbaut): TT Storage, Hydration Kit, Computer Befestigung, Tubeless Kit (Dichtmittel, Ventile, Reifenheber, Ventilkernwerkzeug, Bedienungsanleitung) Max. Reifenbreite: 30 mm",
    "* In seltenen Fällen liefern unsere Hersteller Fahrräder mit geänderten, aber gleichwertigen Komponenten."
  ],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 7499,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 7499,
      "preorder": true,
      "deliveryNote": "Beim Lieferanten bestellt"
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 7499,
      "preorder": true,
      "deliveryNote": "Beim Lieferanten bestellt"
    }
  ],
  "availabilityText": "all 2 available variants are pre-order",
  "fetchedAt": "2026-09-19T04:40:18.132Z",
  "sourceMeta": {
    "shopifyProductId": 10647802609928,
    "handle": "avow-advanced-sl-carbon",
    "productType": "Bike",
    "tags": [
      "Aero Rennräder",
      "Bike",
      "Bikes",
      "new",
      "Rennräder",
      "Spedition"
    ],
    "skus": [
      "4711291145337",
      "4711291145344",
      "4711291145351",
      "4711291145368"
    ],
    "articleNumbers": [
      "LIV260019",
      "LIV260019.1",
      "LIV260019.2",
      "LIV260019.3"
    ],
    "stockSource": "product-inventory",
    "backorderNote": "Beim Lieferanten bestellt",
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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