Liv Langma Advanced 3

bikeexchange:liv_langma_advanced_3_2026 · source URL · confidence 1 · GTIN 4711291231092

Eligibility

Can win a band.

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
XS	XS	—	unknown	unsupported	yes	€2.299	—
S	S	—	unknown	unsupported	yes	€2.299	—
M	M	—	unknown	unsupported	yes	€1.999	—
L	L	—	unknown	unsupported	yes	€1.999	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

—

unknown

unsupported

yes

€2.299

—

unknown

unsupported

yes

€2.299

—

unknown

unsupported

yes

€1.999

—

unknown

unsupported

yes

€1.999

—

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 | 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:bikeexchange / parse Liv

model retailer:bikeexchange / derived Liv Langma Advanced 3

modelYear retailer:bikeexchange / parse Jahr: 2026

category retailer:bikeexchange / derived retailer taxonomy

frameMaterial retailer:bikeexchange / parse Carbon

frameTier retailer:bikeexchange / dictionary Advanced

groupsetFamily retailer:bikeexchange / dictionary Shimano Cues ST-U6030 || Shimano Cues FD-U6030

electronicShifting retailer:bikeexchange / derived Shimano Cues ST-U6030 || Shimano Cues FD-U6030

speeds retailer:bikeexchange / parse model code U6030

brakes retailer:bikeexchange / dictionary component code BR-U6030

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

fork retailer:bikeexchange / dictionary Liv Advanced Vollcarbon Gabel

dropperPost retailer:bikeexchange / derived seatpost row "Giant Variant Carbon" names no dropper, in a 25-field spec table

beltDrive retailer:bikeexchange / parse Shimano Cues FD-U6030

wheelSize retailer:bikeexchange / parse 28

wheelMaterial retailer:bikeexchange / dictionary Giant S-R2

wheelTier retailer:bikeexchange / dictionary Giant S-R2

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

availability retailer:bikeexchange / derived sizes 4: 4 stocked, 0 gone, 0 unread

seller retailer:bikeexchange / parse L: Radhaus Rödel

field	source	evidence
brand	`retailer:bikeexchange` / parse	Liv
model	`retailer:bikeexchange` / derived	Liv Langma Advanced 3
modelYear	`retailer:bikeexchange` / parse	Jahr: 2026
category	`retailer:bikeexchange` / derived	retailer taxonomy
frameMaterial	`retailer:bikeexchange` / parse	Carbon
frameTier	`retailer:bikeexchange` / dictionary	Advanced
groupsetFamily	`retailer:bikeexchange` / dictionary	Shimano Cues ST-U6030 \|\| Shimano Cues FD-U6030
electronicShifting	`retailer:bikeexchange` / derived	Shimano Cues ST-U6030 \|\| Shimano Cues FD-U6030
speeds	`retailer:bikeexchange` / parse	model code U6030
brakes	`retailer:bikeexchange` / dictionary	component code BR-U6030
suspension	`retailer:bikeexchange` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:bikeexchange` / dictionary	Liv Advanced Vollcarbon Gabel
dropperPost	`retailer:bikeexchange` / derived	seatpost row "Giant Variant Carbon" names no dropper, in a 25-field spec table
beltDrive	`retailer:bikeexchange` / parse	Shimano Cues FD-U6030
wheelSize	`retailer:bikeexchange` / parse	28
wheelMaterial	`retailer:bikeexchange` / dictionary	Giant S-R2
wheelTier	`retailer:bikeexchange` / dictionary	Giant S-R2
powerMeter	`retailer:bikeexchange` / derived	absent from a 25-field spec table
availability	`retailer:bikeexchange` / derived	sizes 4: 4 stocked, 0 gone, 0 unread
seller	`retailer:bikeexchange` / parse	L: Radhaus Rödel

Warnings

none

Score breakdown

{
  "frameScore": 28,
  "drivetrainScore": 10,
  "wheelScore": 9,
  "extrasScore": 3,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 50,
  "notes": [
    "Frame tier \"mid\" +2.",
    "Shimano CUES = 10.",
    "Wheels \"good-aluminium\" = 9.",
    "Brakes \"hydraulic-disc\" +3.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 2189,
  "valueScore": 1.095,
  "savingsVsMarket": 190
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bikeexchange:liv_langma_advanced_3_2026",
  "retailer": "bikeexchange",
  "retailerProductId": "liv_langma_advanced_3_2026",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv_langma_advanced_3_2026?sku=LIV_0000695227",
  "brand": "Liv",
  "model": "Langma Advanced 3",
  "modelYear": 2026,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 1999,
  "originalPrice": 2299,
  "currency": "EUR",
  "discountPercent": 13,
  "frameMaterial": "carbon",
  "frameModel": "Advanced Carbon, 12x142 mm",
  "frameTier": "mid",
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 10,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "CUES",
    "frontDerailleur": "CUES",
    "crank": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano Cues FC-U6030, 50 Zähne",
  "cassette": null,
  "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 wheelset (alloy), Giant alloy hubs (12mm thru-axle), Giant Gavia Course 1 700x28c tires",
  "wheelMaterial": "aluminium",
  "wheelTier": "good-aluminium",
  "tyres": "Giant Gavia Course 1 700x28C, Pannenschutz",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 2299,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 2299,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 1999,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 1999,
      "seller": "Radhaus Rödel",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    }
  ],
  "seller": "Radhaus Rödel",
  "availability": "in-stock",
  "gtins": [
    "4711291231092"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/847cbed33bff34eaa916-0Ar4Kw-b.png",
  "rawTitle": "Liv Langma Advanced 3",
  "fetchedAt": "2026-09-19T05:09:42.707Z",
  "normalizationConfidence": 1,
  "warnings": []
}

Parsed specification table

{
  "Rahmen": "Advanced Carbon, 12x142 mm",
  "Zulässiges Gesamtgewicht": "127.0",
  "Bremse vorne": "Shimano Cues BR-U6030",
  "Bremse": "Shimano Cues BR-U6030",
  "Bremsscheibe vorne": "⌀ 160 mm",
  "Bremsscheiben": "⌀ 160 mm, ⌀ 140 mm",
  "Bremsscheibe hinten": "⌀ 140 mm",
  "Bremshebel": "Shimano Cues ST-U6030",
  "Reifen": "Giant Gavia Course 1 700x28C, Pannenschutz",
  "Laufrad vorne": "Giant P‑R2 Disc WheelSystem, Tubeless Ready Alloy Rim (25 mm), 12×100 mm Thru‑Axle, Giant Alloy Hub, Stainless Spokes",
  "Laufräder": "Giant S-R2 Disc wheelset (alloy), Giant alloy hubs (12mm thru-axle), Giant Gavia Course 1 700x28c tires",
  "Laufradgröße": "28.0",
  "Reifen vorne": "Giant Gavia Course 1 700x28C, Pannenschutz",
  "Vorbau": "Giant Contact Aerolight",
  "Lenker": "Liv Contact",
  "Griffe": "Liv Stratus Elite 2.0",
  "Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 12-Gang",
  "Kurbelgarnitur": "Shimano Cues FC-U6030, 50 Zähne",
  "Schalthebel": "Shimano Cues ST-U6030",
  "Innenlager": "Shimano Pressfit",
  "Umwerfer": "Shimano Cues FD-U6030",
  "Sattel": "Liv Approach",
  "Sattelstütze": "Giant Variant Carbon",
  "Gabel": "Liv Advanced Vollcarbon Gabel",
  "Jahr": "2026"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "liv_langma_advanced_3_2026",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/liv_langma_advanced_3_2026?sku=LIV_0000695227",
  "extractionMethod": "embedded-json",
  "sourceCategory": "road",
  "rawTitle": "Liv Langma Advanced 3",
  "rawBrand": "Liv",
  "price": 1999,
  "originalPrice": 2299,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/847cbed33bff34eaa916-0Ar4Kw-b.png",
  "rawSpecifications": {
    "Rahmen": "Advanced Carbon, 12x142 mm",
    "Zulässiges Gesamtgewicht": "127.0",
    "Bremse vorne": "Shimano Cues BR-U6030",
    "Bremse": "Shimano Cues BR-U6030",
    "Bremsscheibe vorne": "⌀ 160 mm",
    "Bremsscheiben": "⌀ 160 mm, ⌀ 140 mm",
    "Bremsscheibe hinten": "⌀ 140 mm",
    "Bremshebel": "Shimano Cues ST-U6030",
    "Reifen": "Giant Gavia Course 1 700x28C, Pannenschutz",
    "Laufrad vorne": "Giant P‑R2 Disc WheelSystem, Tubeless Ready Alloy Rim (25 mm), 12×100 mm Thru‑Axle, Giant Alloy Hub, Stainless Spokes",
    "Laufräder": "Giant S-R2 Disc wheelset (alloy), Giant alloy hubs (12mm thru-axle), Giant Gavia Course 1 700x28c tires",
    "Laufradgröße": "28.0",
    "Reifen vorne": "Giant Gavia Course 1 700x28C, Pannenschutz",
    "Vorbau": "Giant Contact Aerolight",
    "Lenker": "Liv Contact",
    "Griffe": "Liv Stratus Elite 2.0",
    "Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 12-Gang",
    "Kurbelgarnitur": "Shimano Cues FC-U6030, 50 Zähne",
    "Schalthebel": "Shimano Cues ST-U6030",
    "Innenlager": "Shimano Pressfit",
    "Umwerfer": "Shimano Cues FD-U6030",
    "Sattel": "Liv Approach",
    "Sattelstütze": "Giant Variant Carbon",
    "Gabel": "Liv Advanced Vollcarbon Gabel",
    "Jahr": "2026"
  },
  "rawFeatures": [
    "Carbon",
    "Shimano Cues",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 2299,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 2299,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 1999,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 1999,
      "seller": "Radhaus Rödel",
      "deliveryNote": "Reguläre Lieferzeit 7 Tage"
    }
  ],
  "availabilityText": "sizes 4: 4 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-19T05:09:42.707Z",
  "sourceMeta": {
    "skus": [
      "4711291231092"
    ],
    "shopSkus": [
      "LIV_0000695227",
      "LIV_0000695224",
      "LIV_0000695225",
      "LIV_0000695226",
      "LIV_0000695227"
    ],
    "seller": "Radhaus Rödel",
    "sellerOfSize": "L",
    "sellerId": "647a4e46-f7f0-4d45-b457-3b4a969ce521",
    "storeKey": "store_01KCRJSKHNN0SVV1W304FGXA6R_eur",
    "storeCity": "Kandel",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P7D",
    "shippingPrice": 95,
    "hasMoreSellers": false,
    "condition": "NEW",
    "ctProductId": "d92d5867-5be3-4d01-95e8-6587142c98d9",
    "shopCategory": "Race",
    "colourCount": 1,
    "fetchedSku": "LIV_0000695227"
  }
}

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