← Market map (road) · shopper page

Contend AR 1 - Stardust Grey

bike-mailorder:12314109247752 · source URL · confidence 0.69 · GTIN 4711291348974, 4711291348981, 4711291348998, 4711291349049 +2

Eligibility

Cannot win: confidence 0.69 below 0.75

Size decisions

A shopper asking for: 54 → S fits but sold out · 56 → M fits but sold out · 58 → ML in stock · 60 → L fits but sold out

Identity

Only listing of this configuration — nothing to merge.

Provenance — why we believe each fact

Warnings

• info ai-normalization-failed — AI normalization errored: credit_balance_exhausted: 429 You have no credits remaining. Add credits to continue using the API at https://platform.openai.com/settings/organization/billing/.
• info single-size-only — Only one size is in stock (ML).
• high frame-material-unknown — Frame material could not be established.
• info wheel-material-unknown — Wheel material could not be established.

Score breakdown

{
  "frameScore": 8,
  "drivetrainScore": 10,
  "wheelScore": 4,
  "extrasScore": 3,
  "suspensionScore": 0,
  "weightAdjustment": 0,
  "equipmentValue": 25,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "Shimano CUES = 10.",
    "Wheels unknown: scored below basic aluminium rather than assumed.",
    "Brakes \"hydraulic-disc\" +3.",
    "Weight not published: no weight adjustment either way."
  ],
  "marketPrice": 1105,
  "valueScore": 0.65,
  "savingsVsMarket": -595
}

AI normalization

Not used: deterministic parsing resolved every field it needed.

Normalized record

{
  "id": "bike-mailorder:12314109247752",
  "retailer": "bike-mailorder",
  "retailerProductId": "12314109247752",
  "productUrl": "https://www.bike-mailorder.com/products/giant-contend-ar-1-stardust-grey",
  "brand": "Giant",
  "model": "Contend AR 1",
  "modelYear": null,
  "category": "road",
  "categoryBasis": "route",
  "sourceCategory": "road",
  "price": 1700,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "unknown",
  "frameModel": "AluxX, 12x142 mm, UDH kompatibel",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 10,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "CUES",
    "crank": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano Cues FC-U6030, 42 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": null,
  "hubDynamo": null,
  "rack": null,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": null,
  "wheelSize": null,
  "wheelset": null,
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Giant Gavia Fondo 2 700x32C, Pannenschutz",
  "weightKg": null,
  "ebike": null,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "ML",
      "size": "M/L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 1,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "seller": null,
  "availability": "limited",
  "gtins": [
    "4711291348974",
    "4711291348981",
    "4711291348998",
    "4711291349049",
    "4711291349056",
    "4711291349063"
  ],
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/MY27_Contend_AR_1_Color_A.jpg?v=1790761722",
  "rawTitle": "Contend AR 1 - Stardust Grey",
  "fetchedAt": "2026-11-01T01:51:16.271Z",
  "normalizationConfidence": 0.69,
  "warnings": [
    {
      "code": "ai-normalization-failed",
      "message": "AI normalization errored: credit_balance_exhausted: 429 You have no credits remaining. Add credits to continue using the API at https://platform.openai.com/settings/organization/billing/.",
      "severity": "info"
    },
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (ML).",
      "severity": "info"
    },
    {
      "code": "frame-material-unknown",
      "message": "Frame material could not be established.",
      "severity": "high"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Rahmen": "AluxX, 12x142 mm, UDH kompatibel",
  "Gabel": "Giant Advanced Carbon mit OD1",
  "Kurbelsatz": "Shimano Cues FC-U6030, 42 Zähne",
  "Innenlager": "Shimano BB-RS500",
  "Antrieb": "KMC X-11",
  "Schaltung": "Shimano Cues LinkGlide RD-U6020 11-fach, 11-Gang",
  "Schalt-/Bremshebel": "Shimano Cues ST-U6030",
  "Bremsen": "Shimano Cues BR-U6030",
  "Bremsscheiben": "⌀ 160 mm",
  "Reifen": "Giant Gavia Fondo 2 700x32C, Pannenschutz",
  "Lenker": "Giant Contact",
  "Vorbau": "Giant Contact Aerolight",
  "Griffe": "Giant Cork",
  "Sattel": "Giant Approach",
  "Sattelstütze": "Giant D-Fuse Carbon, Carbon",
  "Disziplin": "20260930, Bike, Bikes, Herren oder Unisex, new, Rennräder, Spedition, Straßenrennräder"
}

Raw adapter output

{
  "retailer": "bike-mailorder",
  "retailerProductId": "12314109247752",
  "productUrl": "https://www.bike-mailorder.com/products/giant-contend-ar-1-stardust-grey",
  "extractionMethod": "public-json-api",
  "sourceCategory": "road",
  "rawTitle": "Contend AR 1 - Stardust Grey",
  "rawBrand": "Giant",
  "price": 1700,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://cdn.shopify.com/s/files/1/0901/7085/1592/files/MY27_Contend_AR_1_Color_A.jpg?v=1790761722",
  "rawSpecifications": {
    "Rahmen": "AluxX, 12x142 mm, UDH kompatibel",
    "Gabel": "Giant Advanced Carbon mit OD1",
    "Kurbelsatz": "Shimano Cues FC-U6030, 42 Zähne",
    "Innenlager": "Shimano BB-RS500",
    "Antrieb": "KMC X-11",
    "Schaltung": "Shimano Cues LinkGlide RD-U6020 11-fach, 11-Gang",
    "Schalt-/Bremshebel": "Shimano Cues ST-U6030",
    "Bremsen": "Shimano Cues BR-U6030",
    "Bremsscheiben": "⌀ 160 mm",
    "Reifen": "Giant Gavia Fondo 2 700x32C, Pannenschutz",
    "Lenker": "Giant Contact",
    "Vorbau": "Giant Contact Aerolight",
    "Griffe": "Giant Cork",
    "Sattel": "Giant Approach",
    "Sattelstütze": "Giant D-Fuse Carbon, Carbon",
    "Disziplin": "20260930, Bike, Bikes, Herren oder Unisex, new, Rennräder, Spedition, Straßenrennräder"
  },
  "rawFeatures": [
    "Dieser moderne Allrounder basiert auf einem leichten Aluminiumrahmen in Kombination mit einer Carbon-Gabel und bietet dir Kontrolle und Komfort auf langen Strecken. Die zusätzliche Reifenfreiheit schafft Platz für breite, großvolumige Reifen – genau das Richtige für unvorhersehbare oder wechselnde Straßenbeläge. Die Komponenten sind für alles ausgelegt, was dir unterwegs begegnet. Sattelstütze und Cockpit sorgen für angenehme Nachgiebigkeit und dauerhaften Komfort, wenn du deine bisherigen Grenzen hinter dir lässt. Jede Distanz, jede Art von Straße.",
    "VON AUSDAUER INSPIRIERT Eine D-Fuse Composite-Sattelstütze absorbiert Stöße und Vibrationen vom Hinterrad, während eine Advanced Composite-Gabel Unebenheiten an der Front reduziert. Diese bewährten Technologien aus den leistungsstarken Giant Rennrädern sorgen für zusätzlichen Fahrkomfort und helfen, Ermüdung auf langen Touren zu minimieren. Der Giant Approach Sattel passt sich dank Particle Flow Technology deinem Körper an. Die großvolumigen, schlauchlosen Gavia Fondo 2 Reifen mit 32 mm Breite ermöglichen einen niedrigeren Reifendruck für besseren Grip und ein geschmeidigeres Fahrgefühl. Die Reifen verfügen über einen Race Shield Kevlar-Pannenschutz, der Reifenpannen vorbeugt.",
    "VOLLE KONTROLLE Ein ergonomisch geformter Lenker optimiert den Komfort für deine Hände in jeder Griffposition – am Oberlenker, an den Bremsgriffkörpern und im Unterlenker. Der Unterlenker ist um 7,2 Grad ausgestellt und bietet dadurch mehr Sicherheit und Kontrolle bei Abfahrten und in Kurven. Hydraulische Scheibenbremsen liefern eine konstante, gut dosierbare Bremsleistung und helfen, die Ermüdung der Hände auf langen Abfahrten zu reduzieren. Ein bewährter Shimano Antrieb bietet eine große Übersetzungsbandbreite für eine optimale Trittfrequenz auf wechselndem Terrain.",
    "Ausstattung: Rahmen: AluxX, 12x142 mm, UDH kompatibel Gabel: Giant Advanced Carbon mit OD1 Kurbelsatz: Shimano Cues FC-U6030, 42 Zähne Innenlager: Shimano BB-RS500 Antrieb: KMC X-11 Schaltung: Shimano Cues LinkGlide RD-U6020 11-fach, 11-Gang Schalt-/Bremshebel: Shimano Cues ST-U6030 Bremsen: Shimano Cues BR-U6030 Bremsscheiben: ⌀ 160 mm Reifen: Giant Gavia Fondo 2 700x32C, Pannenschutz Lenker: Giant Contact Vorbau: Giant Contact Aerolight Griffe: Giant Cork Sattel: Giant Approach Sattelstütze: Giant D-Fuse Carbon, Carbon",
    "* Spezifikation kann in Ausnahmefällen, herstellerbedingt, in Details abweichen."
  ],
  "rawSizes": [
    {
      "rawSize": "XS",
      "size": "XS",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "ML",
      "size": "M/L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 1,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": false,
      "stockCount": null,
      "price": 1700,
      "preorder": false,
      "deliveryNote": null
    }
  ],
  "availabilityText": "1 of 6 variants in stock",
  "fetchedAt": "2026-11-01T01:51:16.271Z",
  "sourceMeta": {
    "shopifyProductId": 12314109247752,
    "handle": "giant-contend-ar-1-stardust-grey",
    "productType": "Bike",
    "tags": [
      "20260930",
      "Bike",
      "Bikes",
      "Herren oder Unisex",
      "new",
      "Rennräder",
      "Spedition",
      "Straßenrennräder"
    ],
    "skus": [
      "4711291348981",
      "4711291348998",
      "4711291348974",
      "4711291349049",
      "4711291349056",
      "4711291349063"
    ],
    "articleNumbers": [
      "GIA270065",
      "GIA270065.1",
      "GIA270065.2",
      "GIA270065.3",
      "GIA270065.4",
      "GIA270065.5"
    ],
    "stockSource": "product-inventory",
    "backorderNote": "Beim Lieferanten bestellt",
    "untrackedVariants": 0,
    "variantsNotInStockArray": 0,
    "bWareVariantsRemoved": []
  }
}

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