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Moustache Lundi 27.5

bikeexchange:moustache_lundi_27_5_2023 · source URL · confidence 0.65 · GTIN 3760318715559

Eligibility

Cannot win: confidence 0.65 below 0.75; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

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

Warnings

• info single-size-only — Only one size is in stock (Einheitsgröße).
• high groupset-unknown — Groupset could not be established.

Score breakdown

{
  "frameScore": 11,
  "drivetrainScore": 0,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 2,
  "weightAdjustment": -3,
  "equipmentValue": 15,
  "notes": [
    "Groupset not identified: 0 drivetrain points.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "27.4 kg vs 14.4 kg mtb-hardtail reference = -3.",
    "Fork \"rigid\" +2 (0 mm travel, which is not scored)."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "groupsetFamily",
    "wheelMaterial",
    "wheelTier",
    "brakes"
  ],
  "applied": [],
  "rejected": [],
  "notes": "Groupset family is not determinable because the source names an Enviolo hub drivetrain, which is not in the permitted groupset vocabulary. Brakes are listed as either Shimano or Alhonga, but the source does not establish whether they are hydraulic-disc, mechanical-disc, or rim. Wheel tier is unresolved because the named Moustache wheelset is an unrecognised house-brand model. Speeds are not stated deterministically; “Kassette: Moustache, 17T” does not establish the number of rear sprockets.",
  "raw": {
    "frameMaterial": {
      "value": "aluminium",
      "evidence": "Rahmenmaterial: Aluminium",
      "confidence": 1
    },
    "groupsetBrand": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "groupsetFamily": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "electronicShifting": {
      "value": "false",
      "evidence": "Schalthebel: Enviolo, PURE, drehbarer Griff mit optischer Anzeige",
      "confidence": 0.99
    },
    "speeds": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "mixedGroupset": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "wheelMaterial": {
      "value": "aluminium",
      "evidence": "Laufräder: Moustache, asymmetrisch, Aluminium 6061E, geschweisst, 32-Loch, 27.5\", Innenbreite 23 mm",
      "confidence": 1
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "brakes": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "weightKg": {
      "value": "27.4",
      "evidence": "Gewicht*: 27.4kg",
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "notes": "Groupset family is not determinable because the source names an Enviolo hub drivetrain, which is not in the permitted groupset vocabulary. Brakes are listed as either Shimano or Alhonga, but the source does not establish whether they are hydraulic-disc, mechanical-disc, or rim. Wheel tier is unresolved because the named Moustache wheelset is an unrecognised house-brand model. Speeds are not stated deterministically; “Kassette: Moustache, 17T” does not establish the number of rear sprockets."
  }
}

Normalized record

{
  "id": "bikeexchange:moustache_lundi_27_5_2023",
  "retailer": "bikeexchange",
  "retailerProductId": "moustache_lundi_27_5_2023",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/moustache_lundi_27_5_2023?sku=MOU_0000318415",
  "brand": "Moustache",
  "model": "Lundi 27.5",
  "modelYear": 2023,
  "category": "e-bike",
  "categoryBasis": "route",
  "sourceCategory": "e-bike",
  "price": 3499,
  "originalPrice": 4499,
  "currency": "EUR",
  "discountPercent": 22,
  "frameMaterial": "aluminium",
  "frameModel": "Lundi 27 Tiefeinsteiger Rahmen, 6061 T4-T6 Aluminium, hydrogeformte und extrudierte Dreifach Hohlkammer-Konstruktion für optimale Steifigkeit. Exklusive Integra",
  "frameTier": null,
  "groupsetBrand": null,
  "groupsetFamily": null,
  "groupsetGeneration": null,
  "electronicShifting": null,
  "speeds": null,
  "mixedGroupset": null,
  "groupsetComponents": null,
  "groupsetTierSpread": 0,
  "crank": "Moustache, aluminium, 170 mm",
  "cassette": "Moustache, 17T",
  "brakes": "unknown",
  "brakePistons": null,
  "brakeTier": "unknown",
  "suspension": "none",
  "fork": {
    "make": null,
    "line": null,
    "tier": "rigid",
    "travelMm": 0
  },
  "rearShock": null,
  "dropperPost": false,
  "beltDrive": false,
  "hubDynamo": null,
  "rack": true,
  "mudguards": true,
  "chaincase": null,
  "kickstand": true,
  "lighting": true,
  "wheelSize": null,
  "wheelset": "Moustache, asymmetrisch, Aluminium 6061E, geschweisst, 32-Loch, 27.5\", Innenbreite 23 mm",
  "wheelMaterial": "aluminium",
  "wheelTier": "unknown",
  "tyres": "Schwalbe, Super Moto-X, 27.5x2.40",
  "weightKg": 27.4,
  "ebike": {
    "motor": {
      "text": "Bosch | Bosch, Performance Line, 250W, Smart System, 75Nm",
      "brand": "bosch",
      "model": null,
      "position": "unknown",
      "torqueNm": 75,
      "torqueSource": "retailer",
      "ratedPowerW": 250,
      "peakPowerW": null
    },
    "battery": {
      "text": "500 Wh | Bosch, PowerTube 500Wh, vertikal, Smart System",
      "capacityWh": 500,
      "count": 1,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "unknown",
    "rangeExtender": "unknown",
    "display": "Bosch, LED remote Bluetooth",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "unknown",
    "eDisciplineBasis": null,
    "frameShape": "step-through",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "Einheitsgröße",
      "size": null,
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3499,
      "seller": "E-Bike King Inh. Harald Martner",
      "deliveryNote": "Reguläre Lieferzeit 5 Tage"
    }
  ],
  "seller": "E-Bike King Inh. Harald Martner",
  "availability": "limited",
  "gtins": [
    "3760318715559"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/9d936e6fc7affbce2fa4-V9A1Nffu.png",
  "rawTitle": "Moustache Lundi 27.5",
  "fetchedAt": "2026-09-26T06:42:30.923Z",
  "normalizationConfidence": 0.65,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (Einheitsgröße).",
      "severity": "info"
    },
    {
      "code": "groupset-unknown",
      "message": "Groupset could not be established.",
      "severity": "high"
    }
  ],
  "ebikeAi": {
    "requested": [
      "motorModel",
      "speedClass"
    ],
    "applied": [],
    "rejected": [],
    "notes": "The source names a Bosch Performance Line motor but does not establish the exact motor unit/model. It does not state the assistance speed or speed class.",
    "raw": {
      "motorBrand": {
        "value": "bosch",
        "evidence": "Motorhersteller: Bosch",
        "confidence": 1
      },
      "motorModel": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryWh": {
        "value": "500",
        "evidence": "Akkukapazität: 500 Wh",
        "confidence": 1
      },
      "speedClass": {
        "value": null,
        "evidence": null,
        "confidence": 0
      },
      "batteryIntegration": {
        "value": "integrated",
        "evidence": "Exklusive Integration des Bosch PowerTube Akkus (vertikal)",
        "confidence": 1
      },
      "frameShape": {
        "value": "step-through",
        "evidence": "Lundi 27 Tiefeinsteiger Rahmen",
        "confidence": 1
      },
      "notes": "The source names a Bosch Performance Line motor but does not establish the exact motor unit/model. It does not state the assistance speed or speed class."
    }
  }
}

Parsed specification table

{
  "Rahmenmaterial": "Aluminium",
  "Gewicht*": "27.4kg",
  "Rahmen": "Lundi 27 Tiefeinsteiger Rahmen, 6061 T4-T6 Aluminium, hydrogeformte und extrudierte Dreifach Hohlkammer-Konstruktion für optimale Steifigkeit. Exklusive Integration des Bosch PowerTube Akkus (vertikal), integrierte Kabelführung",
  "Bremse vorne": "Shimano, 180mm oder Alhonga, 180mm",
  "Bremse hinten": "Shimano, 160mm oder Alhonga, 160mm",
  "Nabe hinten": "Enviolo, TR 380%, 32H, 10x135 mm, Mutter",
  "Laufräder": "Moustache, asymmetrisch, Aluminium 6061E, geschweisst, 32-Loch, 27.5\", Innenbreite 23 mm",
  "Nabe vorne": "Shimano, 32 Loch, 9 x 100 mm, Schnellspanner",
  "Reifen": "Schwalbe, Super Moto-X, 27.5x2.40",
  "Steuersatz": "FSA, No 28/41 integriert",
  "Lenker": "Moustache, Lundi-spezifische Ergonomie, aluminium",
  "Lenkerfernbedienung": "Bosch, LED remote Bluetooth",
  "Griffe": "Ergonomisch, Dual-Density",
  "Display": "Bosch, Kiox 300, Smart System, kompakt, Farbdisplay, Bluetooth-kompatibel mit Herzfrequenzmessung, Navigation, Personalisierung der Anzeige, Sicherungsfunktion (optional) – «Schiebehilfe»",
  "Akkukapazität": "500 Wh",
  "Drehmoment": "75nm",
  "Motorhersteller": "Bosch",
  "Akku": "Bosch, PowerTube 500Wh, vertikal, Smart System",
  "Motor": "Bosch, Performance Line, 250W, Smart System, 75Nm",
  "Gepäckträger": "Moustache, Aluminium, abnehmbare seitlicher QL3-Befestigung und MIK HD-Plattform",
  "Schutzblech": "Moustache, Aluminium, Hohlkammer, mit aluminium -Streben",
  "Schloss": "AXA Block XXL, gleicher Schlüssel für Rahmenschloss und Akkuschloss",
  "Ständer": "Moustache, verstellbar",
  "Licht hinten": "Spanninga, Presto2Guard, Spannungsversorgung über Hauptakku",
  "Licht vorne": "Spanninga, integriert, 30 Lux, Spannungsversorgung über Hauptakku",
  "Kassette": "Moustache, 17T",
  "Kurbelgarnitur": "Moustache, aluminium, 170 mm",
  "Kettenblätter": "Narrow-Wide, 40 Zähne",
  "Pedale": "Plattformpedale aus aluminium mit Reflektoren",
  "Schalthebel": "Enviolo, PURE, drehbarer Griff mit optischer Anzeige",
  "Kette / Riemen": "Shimano, HG40, 114 Verknüpfungen",
  "Sattel": "Selle Royal, Hertz, gel",
  "Sattelklemme": "Moustache, Aluminium, 34.9mm",
  "Sattelstütze": "Gefedert, Aluminium, 31,6 mm, 350 mm, 40 mm Federweg",
  "Gabel": "Lundi, Aluminium, integrierter Kabelführung und individuelle Befestigung für Gepäckträger vorne",
  "Jahr": "2023"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "moustache_lundi_27_5_2023",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/moustache_lundi_27_5_2023?sku=MOU_0000318415",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Moustache Lundi 27.5",
  "rawBrand": "Moustache",
  "price": 3499,
  "originalPrice": 4499,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/9d936e6fc7affbce2fa4-V9A1Nffu.png",
  "rawSpecifications": {
    "Rahmenmaterial": "Aluminium",
    "Gewicht*": "27.4kg",
    "Rahmen": "Lundi 27 Tiefeinsteiger Rahmen, 6061 T4-T6 Aluminium, hydrogeformte und extrudierte Dreifach Hohlkammer-Konstruktion für optimale Steifigkeit. Exklusive Integration des Bosch PowerTube Akkus (vertikal), integrierte Kabelführung",
    "Bremse vorne": "Shimano, 180mm oder Alhonga, 180mm",
    "Bremse hinten": "Shimano, 160mm oder Alhonga, 160mm",
    "Nabe hinten": "Enviolo, TR 380%, 32H, 10x135 mm, Mutter",
    "Laufräder": "Moustache, asymmetrisch, Aluminium 6061E, geschweisst, 32-Loch, 27.5\", Innenbreite 23 mm",
    "Nabe vorne": "Shimano, 32 Loch, 9 x 100 mm, Schnellspanner",
    "Reifen": "Schwalbe, Super Moto-X, 27.5x2.40",
    "Steuersatz": "FSA, No 28/41 integriert",
    "Lenker": "Moustache, Lundi-spezifische Ergonomie, aluminium",
    "Lenkerfernbedienung": "Bosch, LED remote Bluetooth",
    "Griffe": "Ergonomisch, Dual-Density",
    "Display": "Bosch, Kiox 300, Smart System, kompakt, Farbdisplay, Bluetooth-kompatibel mit Herzfrequenzmessung, Navigation, Personalisierung der Anzeige, Sicherungsfunktion (optional) – «Schiebehilfe»",
    "Akkukapazität": "500 Wh",
    "Drehmoment": "75nm",
    "Motorhersteller": "Bosch",
    "Akku": "Bosch, PowerTube 500Wh, vertikal, Smart System",
    "Motor": "Bosch, Performance Line, 250W, Smart System, 75Nm",
    "Gepäckträger": "Moustache, Aluminium, abnehmbare seitlicher QL3-Befestigung und MIK HD-Plattform",
    "Schutzblech": "Moustache, Aluminium, Hohlkammer, mit aluminium -Streben",
    "Schloss": "AXA Block XXL, gleicher Schlüssel für Rahmenschloss und Akkuschloss",
    "Ständer": "Moustache, verstellbar",
    "Licht hinten": "Spanninga, Presto2Guard, Spannungsversorgung über Hauptakku",
    "Licht vorne": "Spanninga, integriert, 30 Lux, Spannungsversorgung über Hauptakku",
    "Kassette": "Moustache, 17T",
    "Kurbelgarnitur": "Moustache, aluminium, 170 mm",
    "Kettenblätter": "Narrow-Wide, 40 Zähne",
    "Pedale": "Plattformpedale aus aluminium mit Reflektoren",
    "Schalthebel": "Enviolo, PURE, drehbarer Griff mit optischer Anzeige",
    "Kette / Riemen": "Shimano, HG40, 114 Verknüpfungen",
    "Sattel": "Selle Royal, Hertz, gel",
    "Sattelklemme": "Moustache, Aluminium, 34.9mm",
    "Sattelstütze": "Gefedert, Aluminium, 31,6 mm, 350 mm, 40 mm Federweg",
    "Gabel": "Lundi, Aluminium, integrierter Kabelführung und individuelle Befestigung für Gepäckträger vorne",
    "Jahr": "2023"
  },
  "rawFeatures": [
    "Bosch",
    "500wh",
    "Nabenschaltung",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "Einheitsgröße",
      "size": null,
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 3499,
      "seller": "E-Bike King Inh. Harald Martner",
      "deliveryNote": "Reguläre Lieferzeit 5 Tage"
    }
  ],
  "availabilityText": "sizes 1: 1 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T06:42:30.923Z",
  "sourceMeta": {
    "skus": [
      "3760318715559"
    ],
    "shopSkus": [
      "MOU_0000318415",
      "MOU_0000318415"
    ],
    "seller": "E-Bike King Inh. Harald Martner",
    "sellerOfSize": "Einheitsgröße",
    "sellerId": "c430c7c7-6792-4e65-929a-9b32b8fb61b2",
    "storeKey": "store_01KDZQ79Z5V65DC2GSM228321D_eur",
    "storeCity": "Forchheim",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P5D",
    "shippingPrice": 99,
    "hasMoreSellers": false,
    "condition": "NEW",
    "ctProductId": "fc72bb08-9f73-4b58-bd6c-4efe5add65a7",
    "shopCategory": "E-City & Urban",
    "colourCount": 1,
    "fetchedSku": "MOU_0000318415"
  },
  "listingPath": [
    "E-Bikes",
    "E-City & Urban"
  ]
}

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