Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky

bike24:960278 · source URL · confidence 1 · GTIN 4711291230903, 4711291230910, 4711291230927, 4711291230934 +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	listing price	—
XS	XS	—	unknown	unsupported	yes	listing price	—
L	L	—	unknown	unsupported	yes	listing price	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

XXS

—

unknown

unsupported

yes

listing price

—

unknown

unsupported

yes

listing price

—

unknown

unsupported

yes

listing price

—

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 3 | Tiagra | 2026
Confidence: high

brand exact (Liv)
model normalized to "langma advanced 3"
groupset family exact (Tiagra)
model year 2026 on 4 of 6 listings, unstated on the rest
GTIN match (4711291230903, 4711291230910, 4711291230927, +7 more)
6 listings across 4 retailers

retailer	price	sizes in stock
BIKE24	€1.669	XXS, XS, L	debug
BIKE24	€1.749	XXS	debug
BikeExchange	€1.999	XS, S, M, L	debug
Bike-Mailorder	€2.000,13	XXS, S, M	debug
Mount7	€2.299	none	debug
Bike-Mailorder	€2.299	XXS	debug

retailer

price

sizes in stock

BIKE24

€1.669

XXS, XS, L

debug

BIKE24

€1.749

XXS

debug

BikeExchange

€1.999

XS, S, M, L

debug

Bike-Mailorder

€2.000,13

XXS, S, M

debug

Mount7

€2.299

none

debug

Bike-Mailorder

€2.299

XXS

debug

Provenance — why we believe each fact

field source evidence

brand retailer:bike24 / parse Liv

model retailer:bike24 / derived Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky

modelYear retailer:bike24 / parse Modelljahr: 2026

category retailer:bike24 / parse Rennrad

frameMaterial retailer:bike24 / parse Carbon

frameTier retailer:bike24 / dictionary Advanced

groupsetFamily retailer:bike24 / dictionary Shimano Tiagra ST-4700 || Shimano Tiagra RD-4700-SS || Shimano Tiagra FD-4700

electronicShifting retailer:bike24 / parse Mechanisch

speeds retailer:bike24 / parse 2 x 10

brakes retailer:bike24 / parse HRD

suspension retailer:bike24 / derived no suspension fork and no rear shock on a drop-bar listing

fork retailer:bike24 / dictionary Advanced Carbon | OD 1 Steerer

dropperPost retailer:bike24 / derived seatpost row says "starr"

beltDrive retailer:bike24 / parse KMC

wheelSize retailer:bike24 / parse 28

wheelMaterial retailer:bike24 / dictionary GIANT S-R2

wheelTier retailer:bike24 / dictionary GIANT S-R2

powerMeter retailer:bike24 / derived absent from a 46-field spec table

availability retailer:bike24 / derived Auf Lager – Lieferzeit nach Deutschland 2-4 Arbeitstage

field	source	evidence
brand	`retailer:bike24` / parse	Liv
model	`retailer:bike24` / derived	Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky
modelYear	`retailer:bike24` / parse	Modelljahr: 2026
category	`retailer:bike24` / parse	Rennrad
frameMaterial	`retailer:bike24` / parse	Carbon
frameTier	`retailer:bike24` / dictionary	Advanced
groupsetFamily	`retailer:bike24` / dictionary	Shimano Tiagra ST-4700 \|\| Shimano Tiagra RD-4700-SS \|\| Shimano Tiagra FD-4700
electronicShifting	`retailer:bike24` / parse	Mechanisch
speeds	`retailer:bike24` / parse	2 x 10
brakes	`retailer:bike24` / parse	HRD
suspension	`retailer:bike24` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:bike24` / dictionary	Advanced Carbon \| OD 1 Steerer
dropperPost	`retailer:bike24` / derived	seatpost row says "starr"
beltDrive	`retailer:bike24` / parse	KMC
wheelSize	`retailer:bike24` / parse	28
wheelMaterial	`retailer:bike24` / dictionary	GIANT S-R2
wheelTier	`retailer:bike24` / dictionary	GIANT S-R2
powerMeter	`retailer:bike24` / derived	absent from a 46-field spec table
availability	`retailer:bike24` / derived	Auf Lager – Lieferzeit nach Deutschland 2-4 Arbeitstage

Warnings

info mixed-groupset — Not a uniform groupset: {"shifters":"Tiagra","rearDerailleur":"Tiagra","frontDerailleur":"Tiagra","crank":"Tiagra","cassette":"CUES"}. Ranked on the shifting level, with a penalty.

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 12,
  "wheelScore": 9,
  "extrasScore": 4,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 53,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano Tiagra = 13.",
    "Mixed groupset -1: cassette is CUES, 8 tier below Tiagra.",
    "Wheels \"good-aluminium\" = 9.",
    "Brakes \"hydraulic-disc\" +3.",
    "Tubeless-ready +1.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 2365,
  "valueScore": 1.417,
  "savingsVsMarket": 696
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bike24:960278",
  "retailer": "bike24",
  "retailerProductId": "960278",
  "productUrl": "https://www.bike24.de/p1960278.html",
  "brand": "Liv",
  "model": "LANGMA ADVANCED 3",
  "modelYear": 2026,
  "category": "road",
  "categoryBasis": "stated",
  "sourceCategory": "road",
  "price": 1669,
  "originalPrice": 2299,
  "currency": "EUR",
  "discountPercent": 27,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon",
  "frameTier": "mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "Tiagra",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 10,
  "mixedGroupset": true,
  "groupsetComponents": {
    "shifters": "Tiagra",
    "rearDerailleur": "Tiagra",
    "frontDerailleur": "Tiagra",
    "crank": "Tiagra",
    "cassette": "CUES"
  },
  "groupsetTierSpread": 8,
  "crank": "Shimano Tiagra FC-4700",
  "cassette": "Shimano CS-LG400-10",
  "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 S-R2 Disc | Tubeless Ready | GIANT S-R2 Disc",
  "wheelMaterial": "aluminium",
  "wheelTier": "good-aluminium",
  "tyres": "GIANT Gavia Course 1 | 28-622 | 60 TPI | Tubeless Ready",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 10,
      "price": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 4,
      "price": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 1,
      "price": null
    }
  ],
  "seller": null,
  "availability": "in-stock",
  "gtins": [
    "4711291230903",
    "4711291230910",
    "4711291230927",
    "4711291230934",
    "4711291230958"
  ],
  "imageUrl": "https://images.bike24.com/media/510/i/mb/e0/67/24/liv-langma-advanced3-woman-carbon-road-bike-2026-clear-sky-2159495.jpg",
  "rawTitle": "Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky",
  "fetchedAt": "2026-09-19T04:38:57.840Z",
  "normalizationConfidence": 1,
  "warnings": [
    {
      "code": "mixed-groupset",
      "message": "Not a uniform groupset: {\"shifters\":\"Tiagra\",\"rearDerailleur\":\"Tiagra\",\"frontDerailleur\":\"Tiagra\",\"crank\":\"Tiagra\",\"cassette\":\"CUES\"}. Ranked on the shifting level, with a penalty.",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Produktname": "Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky",
  "Hersteller": "Liv Bikes",
  "Artikelnummer": "LIW739242",
  "Aktivität": "Radfahren",
  "Geschlecht": "Damen",
  "Material": "Carbon",
  "Radsport Einsatzbereich": "Rennrad",
  "Naben": "GIANT S-R2 Disc",
  "Felgen": "GIANT S-R2 Disc | Tubeless Ready",
  "Kette": "KMC X-11",
  "Kassette": "Shimano CS-LG400-10",
  "Schalthebel": "Shimano Tiagra ST-4700",
  "Schaltwerk": "Shimano Tiagra RD-4700-SS",
  "Umwerfer": "Shimano Tiagra FD-4700",
  "Innenlager": "Shimano Pressfit",
  "Kettenblatt Abstufung": "50-34",
  "Kurbel": "Shimano Tiagra FC-4700",
  "Bremsen": "Shimano BR-U6030 HRD | 160/140mm",
  "Sattelstütze Modell": "GIANT Variant Carbon",
  "Sattel": "Liv Approach",
  "Lenker": "Liv Contact",
  "Vorbau": "GIANT Contact Aerolight",
  "Gabel": "Advanced Carbon | OD 1 Steerer",
  "Rahmen": "Advanced Carbon",
  "Schaltsystem (Hersteller)": "Shimano",
  "Abstufung Kassette": "11-39",
  "Schaltungsart": "Kette - Mechanisch",
  "Art der Bremse": "Scheibenbremse",
  "Laufradgröße": "28\" (622mm)",
  "Griffe": "Liv Stratus Elite 2.0",
  "Sattelstütze": "Sattelstütze starr",
  "Hinterbau": "Ungefedert",
  "Reifen": "GIANT Gavia Course 1 | 28-622 | 60 TPI | Tubeless Ready",
  "Maximale Reifenbreite": "33mm",
  "Bremsbetätigung": "Hydraulisch",
  "Modelljahr": "2026",
  "Kollektion": "Ganzjährig",
  "Farbe": "Blau",
  "Gabel Bauart": "Starrgabel",
  "Herstellerartikelnummer": "1065037103 | 1065037104 | 1065037105 | 1065037107",
  "Zugverlegung": "vollintegriert",
  "Produktserie": "Liv - Langma",
  "Schaltstufen": "2 x 10",
  "Rahmenform": "Diamant",
  "GTIN": "4711291230910, 4711291230927, 4711291230934, 4711291230958, 4711291230903",
  "Herstellerseite": "https://www.liv-cycling.com/de"
}

Raw adapter output

{
  "retailer": "bike24",
  "retailerProductId": "960278",
  "productUrl": "https://www.bike24.de/p1960278.html",
  "extractionMethod": "embedded-json",
  "sourceCategory": "road",
  "rawTitle": "Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky",
  "rawBrand": "Liv",
  "price": 1669,
  "originalPrice": 2299,
  "currency": "EUR",
  "imageUrl": "https://images.bike24.com/media/510/i/mb/e0/67/24/liv-langma-advanced3-woman-carbon-road-bike-2026-clear-sky-2159495.jpg",
  "rawSpecifications": {
    "Produktname": "Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky",
    "Hersteller": "Liv Bikes",
    "Artikelnummer": "LIW739242",
    "Aktivität": "Radfahren",
    "Geschlecht": "Damen",
    "Material": "Carbon",
    "Radsport Einsatzbereich": "Rennrad",
    "Naben": "GIANT S-R2 Disc",
    "Felgen": "GIANT S-R2 Disc | Tubeless Ready",
    "Kette": "KMC X-11",
    "Kassette": "Shimano CS-LG400-10",
    "Schalthebel": "Shimano Tiagra ST-4700",
    "Schaltwerk": "Shimano Tiagra RD-4700-SS",
    "Umwerfer": "Shimano Tiagra FD-4700",
    "Innenlager": "Shimano Pressfit",
    "Kettenblatt Abstufung": "50-34",
    "Kurbel": "Shimano Tiagra FC-4700",
    "Bremsen": "Shimano BR-U6030 HRD | 160/140mm",
    "Sattelstütze Modell": "GIANT Variant Carbon",
    "Sattel": "Liv Approach",
    "Lenker": "Liv Contact",
    "Vorbau": "GIANT Contact Aerolight",
    "Gabel": "Advanced Carbon | OD 1 Steerer",
    "Rahmen": "Advanced Carbon",
    "Schaltsystem (Hersteller)": "Shimano",
    "Abstufung Kassette": "11-39",
    "Schaltungsart": "Kette - Mechanisch",
    "Art der Bremse": "Scheibenbremse",
    "Laufradgröße": "28\" (622mm)",
    "Griffe": "Liv Stratus Elite 2.0",
    "Sattelstütze": "Sattelstütze starr",
    "Hinterbau": "Ungefedert",
    "Reifen": "GIANT Gavia Course 1 | 28-622 | 60 TPI | Tubeless Ready",
    "Maximale Reifenbreite": "33mm",
    "Bremsbetätigung": "Hydraulisch",
    "Modelljahr": "2026",
    "Kollektion": "Ganzjährig",
    "Farbe": "Blau",
    "Gabel Bauart": "Starrgabel",
    "Herstellerartikelnummer": "1065037103 | 1065037104 | 1065037105 | 1065037107",
    "Zugverlegung": "vollintegriert",
    "Produktserie": "Liv - Langma",
    "Schaltstufen": "2 x 10",
    "Rahmenform": "Diamant",
    "GTIN": "4711291230910, 4711291230927, 4711291230934, 4711291230958, 4711291230903",
    "Herstellerseite": "https://www.liv-cycling.com/de"
  },
  "rawFeatures": [],
  "rawSizes": [
    {
      "rawSize": "XXS",
      "size": "XXS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 10,
      "price": null
    },
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 4,
      "price": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 1,
      "price": null
    }
  ],
  "availabilityText": "Auf Lager – Lieferzeit nach Deutschland 2-4 Arbeitstage",
  "fetchedAt": "2026-09-19T04:38:57.840Z",
  "sourceMeta": {
    "skus": [
      "4711291230910",
      "4711291230927",
      "4711291230934",
      "4711291230958",
      "4711291230903"
    ],
    "startingPrice": false,
    "discountInPercent": 27,
    "articleNumber": "LIW739242"
  }
}

Impressum · Privacy · Contact · About BikeFind

Liv LANGMA ADVANCED 3­ - Damen Carbon Rennrad - 2026 - Clear Sky

Eligibility

Size decisions

Identity

Provenance — why we believe each fact

Warnings

Score breakdown

AI normalization

Normalized record

Parsed specification table

Raw adapter output

Liv LANGMA ADVANCED 3 - Damen Carbon Rennrad - 2026 - Clear Sky