← Review table (mtb) · shopper page

Specialized Demo Expert Desert Rose/Dune White

liquid-life:8992275038517 · source URL · confidence 0.95

Eligibility

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

Size decisions

retailer labelalphacomparable cmmatchmappingin stockvariant priceevidence
S2unknownunsupportedno€5.000
S3unknownunsupportedno€5.000
S4unknownunsupportedno€5.000
mappingunsupported
reason"S2" could not be read as a frame size.

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

fieldsourceevidence
brandretailer:liquid-life / parseSpecialized
modelretailer:liquid-life / derivedSpecialized Demo Expert Desert Rose/Dune White
modelYearretailer:liquid-life / derivedmodel year from the product URL: https://www.liquid-life.de/products/specialized-demo-expert-desert-rose-dune-white-2023
categoryretailer:liquid-life / derivedretailer taxonomy
frameMaterialretailer:liquid-life / parsealloy
groupsetFamilyretailer:liquid-life / dictionarySRAM GX DH, trigger, 7-speed || SRAM GX DH, 7-speed, trigger
electronicShiftingretailer:liquid-life / derivedSRAM GX DH, trigger, 7-speed || SRAM GX DH, 7-speed, trigger
speedsretailer:liquid-life / parse7-speed
brakesretailer:liquid-life / parsehydraulic disc
brakeTierretailer:liquid-life / dictionaryCode
brakePistonsretailer:liquid-life / parse4-piston
suspensionretailer:liquid-life / derivedrear shock row: RockShox Super Deluxe Select Coil, external rebound adjust, hydraulic bottom out, Trunnion mount, 225x75
forkretailer:liquid-life / dictionaryRockShox BoXXer Select 29, DH DebonAir spring, adjustable low-speed compression, adjustable rebound, short crown, 20x110
rearShockretailer:liquid-life / dictionaryRockShox Super Deluxe Select Coil, external rebound adjust, hydraulic bottom out, Trunnion mount, 225x75
dropperPostretailer:liquid-life / derivedseatpost row "Specialized, 6061 alloy, 2-bolt clamp, 0mm setback, 30.9mm" names no dropper, in a 19-field spec table
wheelSizeretailer:liquid-life / parseMullet
wheelMaterialretailer:liquid-life / parseAlloy
powerMeterretailer:liquid-life / derivedabsent from a 19-field spec table
availabilityretailer:liquid-life / derivedall variants sold out

Warnings

none

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 17,
  "wheelScore": 5,
  "extrasScore": 3,
  "suspensionScore": 10,
  "weightAdjustment": 0,
  "equipmentValue": 46,
  "notes": [
    "SRAM GX Eagle = 19.",
    "7-speed -2.",
    "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 mtb-full.",
    "Weight not published: no weight adjustment either way.",
    "Fork \"mid\" +6 (200 mm travel, which is not scored).",
    "Rear shock \"mid\" +4.",
    "Brake series \"mid\" +3."
  ],
  "marketPrice": 3921,
  "valueScore": 0.784,
  "savingsVsMarket": -1079
}

AI normalization

{
  "requested": [
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "wheelTier not assigned because the source names 'Roval 29\" Alloy DH' wheels but does not provide a tier classification; cannot deterministically map to a tier. weightKg is not stated in the source.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmen: M5 alloy, Style-Specific DH Geometry, horst pivot flip chip for 27.5 or 29 rear wheel, BSA threaded BB, full internal cable routing with option for full external brake, 148mm rear spacing, sealed cartridge bearing pivots, replaceable derailleur hanger, 200mm of travel",
      "confidence": 0.9
    },
    "groupsetBrand": {
      "value": "SRAM",
      "evidence": "Schaltwerk: SRAM GX DH, 7-speed, trigger",
      "confidence": 0.95
    },
    "groupsetFamily": {
      "value": "GX DH",
      "evidence": "Schaltwerk: SRAM GX DH, 7-speed, trigger",
      "confidence": 0.95
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schaltwerk: SRAM GX DH, 7-speed, trigger",
      "confidence": 0.9
    },
    "speeds": {
      "value": "7",
      "evidence": "Schaltwerk: SRAM GX DH, 7-speed, trigger",
      "confidence": 0.95
    },
    "mixedGroupset": {
      "value": "true",
      "evidence": "Schaltwerk: SRAM GX DH, 7-speed, trigger\nSchalthebel: SRAM GX DH, trigger, 7-speed\nKurbel: DESCENDANT DH, DUB, alloy, Direct mount ring, 165mm",
      "confidence": 0.9
    },
    "wheelMaterial": {
      "value": "aluminium",
      "evidence": "Felge: Roval 29\" Alloy DH, 28mm internal width, 28h, tubeless ready",
      "confidence": 0.9
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Bremsen: VR: SRAM Code RS, 4-piston caliper, hydraulic disc, 220mm | HR: SRAM Code RS, 4-piston caliper, hydraulic disc, 200mm",
      "confidence": 0.95
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0
    },
    "notes": "wheelTier not assigned because the source names 'Roval 29\" Alloy DH' wheels but does not provide a tier classification; cannot deterministically map to a tier. weightKg is not stated in the source."
  }
}

Normalized record

{
  "id": "liquid-life:8992275038517",
  "retailer": "liquid-life",
  "retailerProductId": "8992275038517",
  "productUrl": "https://www.liquid-life.de/products/specialized-demo-expert-desert-rose-dune-white-2023",
  "brand": "Specialized",
  "model": "Demo Expert Desert Rose/Dune White",
  "modelYear": 2023,
  "category": "mtb",
  "categoryBasis": "route",
  "sourceCategory": "mtb",
  "price": 5000,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "aluminium",
  "frameModel": "M5 alloy, Style-Specific DH Geometry, horst pivot flip chip for 27.5 or 29 rear wheel, BSA threaded BB, full internal cable routing with option for full externa",
  "frameTier": null,
  "groupsetBrand": "SRAM",
  "groupsetFamily": "GX Eagle",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 7,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "GX Eagle",
    "rearDerailleur": "GX Eagle",
    "cassette": "GX Eagle"
  },
  "groupsetTierSpread": 0,
  "crank": "DESCENDANT DH, DUB, alloy, Direct mount ring, 165mm",
  "cassette": "SRAM GX DH, 7-speed, 11-24t",
  "brakes": "hydraulic-disc",
  "brakePistons": 4,
  "brakeTier": "mid",
  "suspension": "full",
  "fork": {
    "make": "RockShox",
    "line": "BoXXer",
    "tier": "mid",
    "travelMm": 200
  },
  "rearShock": {
    "make": "RockShox",
    "line": "Super Deluxe",
    "tier": "mid"
  },
  "dropperPost": false,
  "beltDrive": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": "mullet",
  "wheelset": "Roval 29\" Alloy DH, 28mm internal width, 28h, tubeless ready | VR: Alloy, sealed cartridge bearings, 20x110mm, 28h | HR: Alloy, sealed cartr",
  "wheelMaterial": "aluminium",
  "wheelTier": "unknown",
  "tyres": "VR: Butcher, GRID GRAVITY casing, GRIPTON® T9 compound, 2Bliss Ready, 29x2.3\" | HR: Butcher, GRID GRAVITY casing, GRIPTON® T9 compound, 2Bliss Ready, 27.5x2.3\"",
  "weightKg": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "S2",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5000,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S3",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5000,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S4",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5000,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "out-of-stock",
  "gtins": [],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/623095.webp?v=1752227603",
  "rawTitle": "Specialized Demo Expert Desert Rose/Dune White",
  "fetchedAt": "2026-09-19T05:26:38.042Z",
  "normalizationConfidence": 0.95,
  "warnings": []
}

Parsed specification table

{
  "Rahmen": "M5 alloy, Style-Specific DH Geometry, horst pivot flip chip for 27.5 or 29 rear wheel, BSA threaded BB, full internal cable routing with option for full external brake, 148mm rear spacing, sealed cartridge bearing pivots, replaceable derailleur hanger, 200mm of travel",
  "Gabel": "RockShox BoXXer Select 29, DH DebonAir spring, adjustable low-speed compression, adjustable rebound, short crown, 20x110mm thru-axle, 56mm offset, 200mm of travel",
  "Dämpfer": "RockShox Super Deluxe Select Coil, external rebound adjust, hydraulic bottom out, Trunnion mount, 225x75",
  "Felge": "Roval 29\" Alloy DH, 28mm internal width, 28h, tubeless ready",
  "Naben": "VR: Alloy, sealed cartridge bearings, 20x110mm, 28h | HR: Alloy, sealed cartridge bearings, 12x148mm thru-axle, 32h",
  "Reifen": "VR: Butcher, GRID GRAVITY casing, GRIPTON® T9 compound, 2Bliss Ready, 29x2.3\" | HR: Butcher, GRID GRAVITY casing, GRIPTON® T9 compound, 2Bliss Ready, 27.5x2.3\"",
  "Laufradgröße": "Mullet",
  "Schaltwerk": "SRAM GX DH, 7-speed, trigger",
  "Schalthebel": "SRAM GX DH, trigger, 7-speed",
  "Kurbel": "DESCENDANT DH, DUB, alloy, Direct mount ring, 165mm",
  "Kassette": "SRAM GX DH, 7-speed, 11-24t",
  "Bremsen": "VR: SRAM Code RS, 4-piston caliper, hydraulic disc, 220mm | HR: SRAM Code RS, 4-piston caliper, hydraulic disc, 200mm",
  "Lenker": "Specialized Trail, 7050 alloy, 8-degree backsweep, 6-degree upsweep, 30mm rise, 800mm, 35mm clamp",
  "Griffe": "Specialized Trail Grips",
  "Vorbau": "Descendant 35mm Direct Mount Stem, 50mm length",
  "Sattel": "Body Geometry Henge DH, hollow Cro-Mo rails, 130mm",
  "Sattelstütze": "Specialized, 6061 alloy, 2-bolt clamp, 0mm setback, 30.9mm",
  "Pedale": "Nicht im Lieferumfang enthalten",
  "Disziplin": "Downhill (>180mm)"
}

Raw adapter output

{
  "retailer": "liquid-life",
  "retailerProductId": "8992275038517",
  "productUrl": "https://www.liquid-life.de/products/specialized-demo-expert-desert-rose-dune-white-2023",
  "extractionMethod": "public-json-api",
  "sourceCategory": "mtb",
  "rawTitle": "Specialized Demo Expert Desert Rose/Dune White",
  "rawBrand": "Specialized",
  "price": 5000,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/623095.webp?v=1752227603",
  "rawSpecifications": {
    "Rahmen": "M5 alloy, Style-Specific DH Geometry, horst pivot flip chip for 27.5 or 29 rear wheel, BSA threaded BB, full internal cable routing with option for full external brake, 148mm rear spacing, sealed cartridge bearing pivots, replaceable derailleur hanger, 200mm of travel",
    "Gabel": "RockShox BoXXer Select 29, DH DebonAir spring, adjustable low-speed compression, adjustable rebound, short crown, 20x110mm thru-axle, 56mm offset, 200mm of travel",
    "Dämpfer": "RockShox Super Deluxe Select Coil, external rebound adjust, hydraulic bottom out, Trunnion mount, 225x75",
    "Felge": "Roval 29\" Alloy DH, 28mm internal width, 28h, tubeless ready",
    "Naben": "VR: Alloy, sealed cartridge bearings, 20x110mm, 28h | HR: Alloy, sealed cartridge bearings, 12x148mm thru-axle, 32h",
    "Reifen": "VR: Butcher, GRID GRAVITY casing, GRIPTON® T9 compound, 2Bliss Ready, 29x2.3\" | HR: Butcher, GRID GRAVITY casing, GRIPTON® T9 compound, 2Bliss Ready, 27.5x2.3\"",
    "Laufradgröße": "Mullet",
    "Schaltwerk": "SRAM GX DH, 7-speed, trigger",
    "Schalthebel": "SRAM GX DH, trigger, 7-speed",
    "Kurbel": "DESCENDANT DH, DUB, alloy, Direct mount ring, 165mm",
    "Kassette": "SRAM GX DH, 7-speed, 11-24t",
    "Bremsen": "VR: SRAM Code RS, 4-piston caliper, hydraulic disc, 220mm | HR: SRAM Code RS, 4-piston caliper, hydraulic disc, 200mm",
    "Lenker": "Specialized Trail, 7050 alloy, 8-degree backsweep, 6-degree upsweep, 30mm rise, 800mm, 35mm clamp",
    "Griffe": "Specialized Trail Grips",
    "Vorbau": "Descendant 35mm Direct Mount Stem, 50mm length",
    "Sattel": "Body Geometry Henge DH, hollow Cro-Mo rails, 130mm",
    "Sattelstütze": "Specialized, 6061 alloy, 2-bolt clamp, 0mm setback, 30.9mm",
    "Pedale": "Nicht im Lieferumfang enthalten",
    "Disziplin": "Downhill (>180mm)"
  },
  "rawFeatures": [
    "Specialized Demo Expert Desert Rose/Dune White 2023 Kombiniere die irrationale Begeisterung für Geschwindigkeit mit der Möglichkeit, ein 29 Zoll großes Vorderrad für viel Grip und ein wendiges 27,5 Zoll großes Hinterrad zu fahren. Das Ergebnis? Das schnellste und leistungsfähigste Demo Expert aller Zeiten. Und das Beste daran ist, dass der verstellbare Hinterbau dieses Downhillbikes der Extraklasse dir die Entscheidung überlässt, welche Hinterradgröße du fährst. Je nach Fahrstil und Track. Das Demo Expert gibt dir mit der RockShox BoXXer Select 29 Federgabel und ihrer DH DebonAir Luftfeder sowie dem Super Deluxe Select Stahlfederdämpfer mit Zugstufeneinstellung ein sicheres und vertrauenerweckendes Fahrgefühl.",
    "SRAM Code RS Vierkolbenbremsen entschleunigen dich und deinen Downhiller sicher an den entscheidenden Stellen, während das Fahrwerk des Demo Expert der Kinematik genau die richtige Menge an Anti-Rise hinzufügt. Dadurch bleibt dein Schwerpunkt niedrig und im Bike zentriert, was die Bodenhaftung deines Hinterrads maximiert. Und Bodenhaftung tut jedem gut."
  ],
  "rawSizes": [
    {
      "rawSize": "S2",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5000,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S3",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5000,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S4",
      "size": null,
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 5000,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "all variants sold out",
  "fetchedAt": "2026-09-19T05:26:38.042Z",
  "sourceMeta": {
    "shopifyProductId": 8992275038517,
    "handle": "specialized-demo-expert-desert-rose-dune-white-2023",
    "productType": "Downhill (>180mm)",
    "tags": [
      "Downhill (>180mm)",
      "Fahrrad",
      "Fully",
      "Klaviyo-UVP",
      "Mountainbike",
      "Specialized",
      "Specialized Demo Expert 2023",
      "UVP20"
    ],
    "variantSkus": [
      "623095",
      "623096",
      "623097"
    ]
  }
}

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