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Hercules Rob Cargo F5

bikeexchange:hercules_rob_cargo_f5_2023 · source URL · confidence 0.69 · GTIN 4063519061210

Eligibility

Cannot win: confidence 0.69 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

Canonical configuration: Hercules | Rob Cargo F5 Transportrad red-matt | Nexus | 2025
Confidence: high

• brand exact (Hercules)
• model normalized to "rob cargo f5 transportrad"
• groupset family exact (Nexus)
• GTIN match (4063519061210)
• listings state different model years (2023, 2025); the shared manufacturer barcode says they are one SKU and is trusted over the year fields
• 2 listings across 2 retailers

Provenance — why we believe each fact

Warnings

• info single-size-only — Only one size is in stock (49cm).
• 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": 0,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 2,
  "weightAdjustment": 0,
  "equipmentValue": 15,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "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.",
    "Brakes \"hydraulic-disc\" = 0, the baseline for mtb-hardtail.",
    "Weight not published: no weight adjustment either way.",
    "Fork \"rigid\" +2 (0 mm travel, which is not scored)."
  ],
  "marketPrice": null,
  "valueScore": null,
  "savingsVsMarket": null
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "wheelMaterial",
    "wheelTier",
    "weightKg"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The source names a Shimano SL-C7000-5 shifter and a 5-speed hub drivetrain, but does not explicitly name a groupset family from the allowed vocabulary. The frame is not specified; “AL” is stated only for the fork and handlebar. The RYDE Andra 40 wheelset is named without explicit wheel material, and its tier cannot be established deterministically. Complete-bike weight and power-meter status are not provided.",
  "raw": {
    "frameMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "SHIMANO SL-C7000-5",
      "confidence": 0.99
    },
    "groupsetFamily": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "electronicShifting": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "speeds": {
      "value": "5",
      "evidence": "Nabenschaltung | 5 Gang",
      "confidence": 0.99
    },
    "mixedGroupset": {
      "value": null,
      "evidence": null,
      "confidence": 0.98
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Art der Bremse: hydraulische Scheibenbremse",
      "confidence": 0.99
    },
    "weightKg": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.99
    },
    "notes": "The source names a Shimano SL-C7000-5 shifter and a 5-speed hub drivetrain, but does not explicitly name a groupset family from the allowed vocabulary. The frame is not specified; “AL” is stated only for the fork and handlebar. The RYDE Andra 40 wheelset is named without explicit wheel material, and its tier cannot be established deterministically. Complete-bike weight and power-meter status are not provided."
  }
}

Normalized record

{
  "id": "bikeexchange:hercules_rob_cargo_f5_2023",
  "retailer": "bikeexchange",
  "retailerProductId": "hercules_rob_cargo_f5_2023",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/hercules_rob_cargo_f5_2023?sku=HER_0000231939",
  "brand": "Hercules",
  "model": "Rob Cargo F5",
  "modelYear": 2023,
  "category": "e-bike",
  "categoryBasis": "route",
  "sourceCategory": "e-bike",
  "price": 4499,
  "originalPrice": null,
  "currency": "EUR",
  "discountPercent": null,
  "frameMaterial": "unknown",
  "frameModel": null,
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "Nexus",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 5,
  "mixedGroupset": false,
  "groupsetComponents": {
    "shifters": "Nexus",
    "hubs": "Nexus"
  },
  "groupsetTierSpread": 0,
  "crank": "HERCULES EC38",
  "cassette": "GATES ® CDX, 32T",
  "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": true,
  "mudguards": null,
  "chaincase": null,
  "kickstand": null,
  "lighting": true,
  "wheelSize": "24",
  "wheelset": "RYDE Andra 40",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "SCHWALBE BigBen GreenGuard, 55-507",
  "weightKg": null,
  "ebike": {
    "motor": {
      "text": "Bosch Performance Line (Smart System) 25/75Nm",
      "brand": "bosch",
      "model": null,
      "position": "unknown",
      "torqueNm": 75,
      "torqueSource": "retailer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "Bosch PowerPack (Smart System) 545",
      "capacityWh": 545,
      "count": 1,
      "integration": "external",
      "removable": null
    },
    "speedClass": "pedelec-25",
    "rangeExtender": "unknown",
    "display": "Bosch Intuvia 100",
    "abs": null,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "e-cargo",
    "eDisciplineBasis": "leaf",
    "frameShape": "unknown",
    "cargoType": "unknown",
    "maxSystemWeightKg": null,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "49cm",
      "size": "49",
      "sizeCm": 49,
      "inStock": true,
      "stockCount": null,
      "price": 4499,
      "seller": "Zweirad Würdinger GmbH",
      "deliveryNote": "Reguläre Lieferzeit 5 Tage"
    }
  ],
  "seller": "Zweirad Würdinger GmbH",
  "availability": "limited",
  "gtins": [
    "4063519061210"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/4142323e5b028998f498-B4qhxmsU.png",
  "rawTitle": "Hercules Rob Cargo F5",
  "fetchedAt": "2026-09-26T06:54:49.478Z",
  "normalizationConfidence": 0.69,
  "warnings": [
    {
      "code": "single-size-only",
      "message": "Only one size is in stock (49cm).",
      "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"
    }
  ],
  "ebikeAi": {
    "requested": [
      "motorModel",
      "frameShape"
    ],
    "applied": [],
    "rejected": [],
    "notes": "The source names Bosch Performance Line but does not establish an exact motor model. Battery integration and frame shape are not determinable from the source.",
    "raw": {
      "motorBrand": {
        "value": "bosch",
        "evidence": "Motor: Bosch Performance Line (Smart System) 25/75Nm",
        "confidence": 1
      },
      "motorModel": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "batteryWh": {
        "value": "545",
        "evidence": "545wh",
        "confidence": 1
      },
      "speedClass": {
        "value": "pedelec-25",
        "evidence": "Maximale Motorunterstützung: bis 25 km/h",
        "confidence": 1
      },
      "batteryIntegration": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "frameShape": {
        "value": null,
        "evidence": null,
        "confidence": 1
      },
      "notes": "The source names Bosch Performance Line but does not establish an exact motor model. Battery integration and frame shape are not determinable from the source."
    }
  }
}

Parsed specification table

{
  "Bremsscheiben": "SHIMANO SM-RT30, 180 mm",
  "Bremsscheibe hinten": "SHIMANO RT-EM300, 180 mm",
  "Art der Bremse": "hydraulische Scheibenbremse",
  "Reifengröße": "55-507",
  "Naben": "SHIMANO HB-M8000, QR, Centerlock",
  "Nabe hinten": "SHIMANO SG-C7000-5D, 135 mm, Centerlock",
  "Laufräder": "RYDE Andra 40",
  "Laufradgröße": "24 Zoll",
  "Schläuche": "SCHWALBE AV24",
  "Reifen": "SCHWALBE BigBen GreenGuard, 55-507",
  "Vorbau": "ZECURE AllUp + Up2+, verstellbar, 150 mm Höhenverstellung",
  "Steuersatz": "Acros integrated 1.5”, blocklock",
  "Lenker": "Trekking ZECURE, AL, 31.8 mm, 15° backsweep",
  "Display": "Bosch Intuvia 100",
  "Maximale Motorunterstützung": "bis 25 km/h",
  "Akku": "Bosch PowerPack (Smart System) 545",
  "Motor": "Bosch Performance Line (Smart System) 25/75Nm",
  "Gepäckträger": "i-RACK, integriert im Rahmen, VR & HR",
  "Schloss": "AXA Block XXL + Schlosskette + Tasche, gleichschließend",
  "Licht hinten": "Busch & Müller Toplight 2C, LED",
  "Licht vorne": "Hercules FH-100, bis zu 100 Lux",
  "Kurbelgarnitur": "HERCULES EC38",
  "Schalthebel": "SHIMANO SL-C7000-5",
  "Art der Schaltung": "Nabenschaltung | 5 Gang",
  "Kassette": "GATES ® CDX, 32T",
  "Sattel": "SELLE ROYAL Nuvola",
  "Sattelstütze": "KALLOY, SP-F01, 350 mm, Ø34,9 mm",
  "Gabel": "AL, starr, Schaft 1.5”",
  "Jahr": "2023"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "hercules_rob_cargo_f5_2023",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/hercules_rob_cargo_f5_2023?sku=HER_0000231939",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Hercules Rob Cargo F5",
  "rawBrand": "Hercules",
  "price": 4499,
  "originalPrice": null,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/4142323e5b028998f498-B4qhxmsU.png",
  "rawSpecifications": {
    "Bremsscheiben": "SHIMANO SM-RT30, 180 mm",
    "Bremsscheibe hinten": "SHIMANO RT-EM300, 180 mm",
    "Art der Bremse": "hydraulische Scheibenbremse",
    "Reifengröße": "55-507",
    "Naben": "SHIMANO HB-M8000, QR, Centerlock",
    "Nabe hinten": "SHIMANO SG-C7000-5D, 135 mm, Centerlock",
    "Laufräder": "RYDE Andra 40",
    "Laufradgröße": "24 Zoll",
    "Schläuche": "SCHWALBE AV24",
    "Reifen": "SCHWALBE BigBen GreenGuard, 55-507",
    "Vorbau": "ZECURE AllUp + Up2+, verstellbar, 150 mm Höhenverstellung",
    "Steuersatz": "Acros integrated 1.5”, blocklock",
    "Lenker": "Trekking ZECURE, AL, 31.8 mm, 15° backsweep",
    "Display": "Bosch Intuvia 100",
    "Maximale Motorunterstützung": "bis 25 km/h",
    "Akku": "Bosch PowerPack (Smart System) 545",
    "Motor": "Bosch Performance Line (Smart System) 25/75Nm",
    "Gepäckträger": "i-RACK, integriert im Rahmen, VR & HR",
    "Schloss": "AXA Block XXL + Schlosskette + Tasche, gleichschließend",
    "Licht hinten": "Busch & Müller Toplight 2C, LED",
    "Licht vorne": "Hercules FH-100, bis zu 100 Lux",
    "Kurbelgarnitur": "HERCULES EC38",
    "Schalthebel": "SHIMANO SL-C7000-5",
    "Art der Schaltung": "Nabenschaltung | 5 Gang",
    "Kassette": "GATES ® CDX, 32T",
    "Sattel": "SELLE ROYAL Nuvola",
    "Sattelstütze": "KALLOY, SP-F01, 350 mm, Ø34,9 mm",
    "Gabel": "AL, starr, Schaft 1.5”",
    "Jahr": "2023"
  },
  "rawFeatures": [
    "Bosch",
    "545wh",
    "Nabenschaltung",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "49cm",
      "size": "49",
      "sizeCm": 49,
      "inStock": true,
      "stockCount": null,
      "price": 4499,
      "seller": "Zweirad Würdinger GmbH",
      "deliveryNote": "Reguläre Lieferzeit 5 Tage"
    }
  ],
  "availabilityText": "sizes 1: 1 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T06:54:49.478Z",
  "sourceMeta": {
    "skus": [
      "4063519061210"
    ],
    "shopSkus": [
      "HER_0000231939",
      "HER_0000231939"
    ],
    "seller": "Zweirad Würdinger GmbH",
    "sellerOfSize": "49cm",
    "sellerId": "4c619d2a-f0cf-493c-91dd-fb4173d3b44b",
    "storeKey": "store_01KCR7JNZ2YWS2QAB1WNEC2DRE_eur",
    "storeCity": "Vilshofen",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P5D",
    "shippingPrice": 300,
    "hasMoreSellers": true,
    "condition": "NEW",
    "ctProductId": "3e266d05-6975-4c82-9771-f6c64cd3cf5d",
    "shopCategory": "E-Cargo",
    "colourCount": 1,
    "fetchedSku": "HER_0000231939"
  },
  "listingPath": [
    "E-Bikes",
    "E-Cargo"
  ]
}

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