Specialized Diverge Expert Carbon Gloss Dune White/Taupe

liquid-life:8911819047221 · source URL · confidence 0.83

Eligibility

Cannot win: availability is out-of-stock; no size confirmed in stock

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
49 cm	—	49 cm	exact scale	stated by the retailer	no	€6.300	49 cm
52 cm	—	52 cm	exact scale	stated by the retailer	no	€6.300	52 cm
54 cm	—	54 cm	exact scale	stated by the retailer	no	€6.300	54 cm
56 cm	—	56 cm	exact scale	stated by the retailer	no	€6.300	56 cm
58 cm	—	58 cm	exact scale	stated by the retailer	no	€6.300	58 cm
61 cm	—	61 cm	exact scale	stated by the retailer	no	€6.300	61 cm
64 cm	—	64 cm	exact scale	stated by the retailer	no	€6.300	64 cm

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

49 cm

—

49 cm

exact scale

stated by the retailer

€6.300

49 cm

52 cm

—

52 cm

exact scale

stated by the retailer

€6.300

52 cm

54 cm

—

54 cm

exact scale

stated by the retailer

€6.300

54 cm

56 cm

—

56 cm

exact scale

stated by the retailer

€6.300

56 cm

58 cm

—

58 cm

exact scale

stated by the retailer

€6.300

58 cm

61 cm

—

61 cm

exact scale

stated by the retailer

€6.300

61 cm

64 cm

—

64 cm

exact scale

stated by the retailer

€6.300

64 cm

A shopper asking for: 54 → 54 cm fits but sold out · 56 → 56 cm fits but sold out · 58 → 58 cm fits but sold out · 60 → 61 cm fits but sold out

Identity

Only listing of this configuration — nothing to merge.

Provenance — why we believe each fact

field source evidence

brand retailer:liquid-life / parse Specialized

model retailer:liquid-life / derived Specialized Diverge Expert Carbon Gloss Dune White/Taupe

modelYear retailer:liquid-life / derived model year from the product URL: https://www.liquid-life.de/products/specialized-diverge-expert-carbon-gloss-dune-white-taupe-2023

category retailer:liquid-life / parse Diverge

frameMaterial retailer:liquid-life / parse carbon

groupsetFamily retailer:liquid-life / dictionary SRAM RIVAL ETAP AXS

electronicShifting retailer:liquid-life / derived ETAP

speeds retailer:liquid-life / parse 12-speed

brakes retailer:liquid-life / parse hydraulic disc

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

fork retailer:liquid-life / dictionary Future Shock 2.0 w/ Damper, Smooth Boot, FACT carbon, 12x100 mm thru-axle, flat-mount

dropperPost retailer:liquid-life / derived seatpost row "Roval Terra Carbon Seat Post, 20mm Offset" names no dropper, in a 16-field spec table

wheelSize retailer:liquid-life / parse 28

powerMeter retailer:liquid-life / derived absent from a 16-field spec table

availability retailer:liquid-life / derived all variants sold out

field	source	evidence
brand	`retailer:liquid-life` / parse	Specialized
model	`retailer:liquid-life` / derived	Specialized Diverge Expert Carbon Gloss Dune White/Taupe
modelYear	`retailer:liquid-life` / derived	model year from the product URL: https://www.liquid-life.de/products/specialized-diverge-expert-carbon-gloss-dune-white-taupe-2023
category	`retailer:liquid-life` / parse	Diverge
frameMaterial	`retailer:liquid-life` / parse	carbon
groupsetFamily	`retailer:liquid-life` / dictionary	SRAM RIVAL ETAP AXS
electronicShifting	`retailer:liquid-life` / derived	ETAP
speeds	`retailer:liquid-life` / parse	12-speed
brakes	`retailer:liquid-life` / parse	hydraulic disc
suspension	`retailer:liquid-life` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:liquid-life` / dictionary	Future Shock 2.0 w/ Damper, Smooth Boot, FACT carbon, 12x100 mm thru-axle, flat-mount
dropperPost	`retailer:liquid-life` / derived	seatpost row "Roval Terra Carbon Seat Post, 20mm Offset" names no dropper, in a 16-field spec table
wheelSize	`retailer:liquid-life` / parse	28
powerMeter	`retailer:liquid-life` / derived	absent from a 16-field spec table
availability	`retailer:liquid-life` / derived	all variants sold out

Warnings

info wheel-material-unknown — Wheel material could not be established.

Score breakdown

{
  "frameScore": 26,
  "drivetrainScore": 30,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 61,
  "notes": [
    "SRAM Rival AXS = 30.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "Brakes \"hydraulic-disc\" = 0, the baseline for gravel.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 3445,
  "valueScore": 0.547,
  "savingsVsMarket": -2855
}

AI normalization

{
  "requested": [
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "Groupset contains multiple SRAM family names (GX, Rival AXS, NX) so no single 'groupsetFamily' from the allowed vocabulary is applicable. Wheel material/tier and overall bike weight are not stated in the source text.",
  "raw": {
    "frameMaterial": {
      "value": "carbon",
      "evidence": "Specialized Diverge FACT 9r carbon",
      "confidence": 0.9
    },
    "groupsetBrand": {
      "value": "SRAM",
      "evidence": "Schaltwerk: SRAM GX Eagle AXS",
      "confidence": 0.95
    },
    "groupsetFamily": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "electronicShifting": {
      "value": "true",
      "evidence": "Schalthebel: SRAM RIVAL ETAP AXS",
      "confidence": 0.95
    },
    "speeds": {
      "value": "12",
      "evidence": "Kette: SRAM GX Eagle, 12-speed",
      "confidence": 0.95
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Schaltwerk: SRAM GX Eagle AXS\nSchalthebel: SRAM RIVAL ETAP AXS",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: SRAM Rival eTAP AXS, hydraulic disc",
      "confidence": 0.95
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "notes": "Groupset contains multiple SRAM family names (GX, Rival AXS, NX) so no single 'groupsetFamily' from the allowed vocabulary is applicable. Wheel material/tier and overall bike weight are not stated in the source text."
  }
}

Normalized record

{
  "id": "liquid-life:8911819047221",
  "retailer": "liquid-life",
  "retailerProductId": "8911819047221",
  "productUrl": "https://www.liquid-life.de/products/specialized-diverge-expert-carbon-gloss-dune-white-taupe-2023",
  "brand": "Specialized",
  "model": "Diverge Expert Carbon Gloss Dune White/Taupe",
  "modelYear": 2023,
  "category": "gravel",
  "categoryBasis": "stated",
  "sourceCategory": "gravel",
  "price": 6300,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "carbon",
  "frameModel": "Specialized Diverge FACT 9r carbon, SWAT™ Door integration, Future Shock suspension, threaded BB, internal routing, 12x142mm thru-axle, flat-mount disc",
  "frameTier": null,
  "groupsetBrand": "SRAM",
  "groupsetFamily": "Rival AXS",
  "groupsetGeneration": null,
  "electronicShifting": true,
  "speeds": 12,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "Rival AXS",
    "crank": "Rival"
  },
  "groupsetTierSpread": 0,
  "crank": "SRAM Rival 1 Wide",
  "cassette": "SRAM NX Eagle, 12-speed, 11-50t",
  "brakes": "hydraulic-disc",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": {
    "make": null,
    "line": null,
    "tier": "rigid",
    "travelMm": 0
  },
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": "28",
  "wheelset": null,
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Pathfinder Pro 2BR, Tan sidewall, 700x42",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "49 cm",
      "size": "49",
      "sizeCm": 49,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "52 cm",
      "size": "52",
      "sizeCm": 52,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "54 cm",
      "size": "54",
      "sizeCm": 54,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "56 cm",
      "size": "56",
      "sizeCm": 56,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "58 cm",
      "size": "58",
      "sizeCm": 58,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "61 cm",
      "size": "61",
      "sizeCm": 61,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "64 cm",
      "size": "64",
      "sizeCm": 64,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/specialized-diverge-expert-carbon-gloss-dune-whitetaupe-2023-liquid-life-1.jpg?v=1704047780",
  "rawTitle": "Specialized Diverge Expert Carbon Gloss Dune White/Taupe",
  "fetchedAt": "2026-09-19T05:11:16.240Z",
  "normalizationConfidence": 0.83,
  "warnings": [
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Rahmen": "Specialized Diverge FACT 9r carbon, SWAT™ Door integration, Future Shock suspension, threaded BB, internal routing, 12x142mm thru-axle, flat-mount disc",
  "Gabel": "Future Shock 2.0 w/ Damper, Smooth Boot, FACT carbon, 12x100 mm thru-axle, flat-mount",
  "Reifen": "Pathfinder Pro 2BR, Tan sidewall, 700x42",
  "Laufradgröße": "28\"",
  "Schaltwerk": "SRAM GX Eagle AXS",
  "Schalthebel": "SRAM RIVAL ETAP AXS",
  "Kette": "SRAM GX Eagle, 12-speed",
  "Kurbel": "SRAM Rival 1 Wide",
  "Kassette": "SRAM NX Eagle, 12-speed, 11-50t",
  "Bremsen": "SRAM Rival eTAP AXS, hydraulic disc",
  "Lenker": "Specialized Adventure Gear Hover, 103mm drop x 70mm reach x 12º flare",
  "Vorbau": "Future Stem, Pro",
  "Sattel": "Body Geometry Power Expert",
  "Sattelstütze": "Roval Terra Carbon Seat Post, 20mm Offset",
  "Pedale": "Nicht im Lieferumfang enthalten",
  "Disziplin": "Gravelbike"
}

Raw adapter output

{
  "retailer": "liquid-life",
  "retailerProductId": "8911819047221",
  "productUrl": "https://www.liquid-life.de/products/specialized-diverge-expert-carbon-gloss-dune-white-taupe-2023",
  "extractionMethod": "public-json-api",
  "sourceCategory": "gravel",
  "rawTitle": "Specialized Diverge Expert Carbon Gloss Dune White/Taupe",
  "rawBrand": "Specialized",
  "price": 6300,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/specialized-diverge-expert-carbon-gloss-dune-whitetaupe-2023-liquid-life-1.jpg?v=1704047780",
  "rawSpecifications": {
    "Rahmen": "Specialized Diverge FACT 9r carbon, SWAT™ Door integration, Future Shock suspension, threaded BB, internal routing, 12x142mm thru-axle, flat-mount disc",
    "Gabel": "Future Shock 2.0 w/ Damper, Smooth Boot, FACT carbon, 12x100 mm thru-axle, flat-mount",
    "Reifen": "Pathfinder Pro 2BR, Tan sidewall, 700x42",
    "Laufradgröße": "28\"",
    "Schaltwerk": "SRAM GX Eagle AXS",
    "Schalthebel": "SRAM RIVAL ETAP AXS",
    "Kette": "SRAM GX Eagle, 12-speed",
    "Kurbel": "SRAM Rival 1 Wide",
    "Kassette": "SRAM NX Eagle, 12-speed, 11-50t",
    "Bremsen": "SRAM Rival eTAP AXS, hydraulic disc",
    "Lenker": "Specialized Adventure Gear Hover, 103mm drop x 70mm reach x 12º flare",
    "Vorbau": "Future Stem, Pro",
    "Sattel": "Body Geometry Power Expert",
    "Sattelstütze": "Roval Terra Carbon Seat Post, 20mm Offset",
    "Pedale": "Nicht im Lieferumfang enthalten",
    "Disziplin": "Gravelbike"
  },
  "rawFeatures": [
    "Diverge Expert Carbon 2023 | Gravel Bike Willst du auf Wegen abseits von Autos und Menschenmengen radeln, oder volle Kraft voraus dein Lieblings-Gravel-Rennen bestreiten, wirst du um das neue Diverge nicht herumkommen. Es ist einfach das schnellste, fähigste und wahrscheinlich das spaßigste Bike, welches wir konstruiert haben."
  ],
  "rawSizes": [
    {
      "rawSize": "49 cm",
      "size": "49",
      "sizeCm": 49,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "52 cm",
      "size": "52",
      "sizeCm": 52,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "54 cm",
      "size": "54",
      "sizeCm": 54,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "56 cm",
      "size": "56",
      "sizeCm": 56,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "58 cm",
      "size": "58",
      "sizeCm": 58,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "61 cm",
      "size": "61",
      "sizeCm": 61,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "64 cm",
      "size": "64",
      "sizeCm": 64,
      "inStock": false,
      "stockCount": null,
      "price": 6300,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T05:11:16.240Z",
  "sourceMeta": {
    "shopifyProductId": 8911819047221,
    "handle": "specialized-diverge-expert-carbon-gloss-dune-white-taupe-2023",
    "productType": "Gravelbike",
    "tags": [
      "C__Gender_missing",
      "C__Rennrad / Gravelbike",
      "Fahrrad",
      "Gravelbike",
      "Klaviyo-UVP",
      "Race",
      "Specialized",
      "Specialized Diverge Expert Carbon 2023",
      "UVP20"
    ],
    "variantSkus": [
      "621395",
      "621396",
      "621397",
      "621398",
      "621399",
      "621400",
      "621401"
    ]
  }
}

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