Bulls CROSS LITE EVO 2 ABS Diamant

bikeexchange:bulls_cross_lite_evo_2_abs_diamond_2025 · source URL · confidence 0.63 · GTIN 4063518360666

Eligibility

Cannot win: confidence 0.63 below 0.75; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
M	M	—	unknown	unsupported	yes	€4.499,10	—
L	L	—	unknown	unsupported	yes	€4.499,10	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

—

unknown

unsupported

yes

€4.499,10

—

unknown

unsupported

yes

€4.499,10

—

mapping	unsupported
reason	Bulls publishes no defensible conventional equivalence for its letter sizes. BULLS publishes a rider-height chart only ('Körpergröße' -> 'empfohlene Rahmengröße', XS 135-160 … XL 185-200 cm) with no centimetre equivalence, and its own chart stops at XL. So no letter is mapped. One retailer dual label ('XXL = 60 cm' on an Alpine Hawk) is left standing as listing-specific evidence because it sits on the conventional scale and there is no manufacturer evidence that it is a measurement — but it is a single unverified claim and is recorded as a residual risk.

mapping

unsupported

reason

Bulls publishes no defensible conventional equivalence for its letter sizes. BULLS publishes a rider-height chart only ('Körpergröße' -> 'empfohlene Rahmengröße', XS 135-160 … XL 185-200 cm) with no centimetre equivalence, and its own chart stops at XL. So no letter is mapped. One retailer dual label ('XXL = 60 cm' on an Alpine Hawk) is left standing as listing-specific evidence because it sits on the conventional scale and there is no manufacturer evidence that it is a measurement — but it is a single unverified claim and is recorded as a residual risk.

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

field source evidence

brand retailer:bikeexchange / parse Bulls

model retailer:bikeexchange / derived Bulls CROSS LITE EVO 2 ABS Diamant

modelYear retailer:bikeexchange / parse Jahr: 2025

category retailer:bikeexchange / derived retailer taxonomy

frameMaterial retailer:bikeexchange / parse Aluminium

speeds retailer:bikeexchange / parse 12 Gang

brakes retailer:bikeexchange / parse hydraulische Scheibenbremse

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

fork retailer:bikeexchange / dictionary 100mm

dropperPost retailer:bikeexchange / derived seatpost row "BULLS Aluminium 31,6 mm" names no dropper, in a 47-field spec table

beltDrive retailer:bikeexchange / parse KMC

rack retailer:bikeexchange / parse MonkeyLoad Iconic Rack 29 Systemgepäckträger

mudguards retailer:bikeexchange / parse Aluminium 65 mm

chaincase retailer:bikeexchange / parse HORN Catena 16

kickstand retailer:bikeexchange / parse PLETSCHER Comp40 Flex Hinterradstütze

lighting retailer:bikeexchange / parse FUXON R-Glow S EB BL, mit COB Technologie und Bremslicht

weightKg retailer:bikeexchange / parse Gewicht*: 29,87 kg

powerMeter retailer:bikeexchange / derived absent from a 47-field spec table

availability retailer:bikeexchange / derived sizes 2: 2 stocked, 0 gone, 0 unread

seller retailer:bikeexchange / parse L: Zweirad Vogel

ebike.motor retailer:bikeexchange / parse Bosch | Bosch Performance Line CX GEN5 (Smart System) 25/85 Nm

ebike.motor.position retailer:bikeexchange / parse Mittelmotor

ebike.motor.torqueNm retailer:bikeexchange / parse 85 Nm

ebike.battery.capacityWh retailer:bikeexchange / parse 800 Wh

ebike.battery.integration retailer:bikeexchange / parse PowerTube

ebike.speedClass retailer:bikeexchange / parse Maximale Motorunterstützung: bis 25 km/h

ebike.display retailer:bikeexchange / parse Display: Bosch Intuvia 100

ebike.abs retailer:bikeexchange / parse ls CROSS LITE EVO 2 ABS Diamant | Bosch | 80

ebike.maxSystemWeightKg retailer:bikeexchange / parse Zulässiges Gesamtgewicht: 150 kg

ebike.frameShape retailer:bikeexchange / parse Diamant

field	source	evidence
brand	`retailer:bikeexchange` / parse	Bulls
model	`retailer:bikeexchange` / derived	Bulls CROSS LITE EVO 2 ABS Diamant
modelYear	`retailer:bikeexchange` / parse	Jahr: 2025
category	`retailer:bikeexchange` / derived	retailer taxonomy
frameMaterial	`retailer:bikeexchange` / parse	Aluminium
speeds	`retailer:bikeexchange` / parse	12 Gang
brakes	`retailer:bikeexchange` / parse	hydraulische Scheibenbremse
suspension	`retailer:bikeexchange` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:bikeexchange` / dictionary	100mm
dropperPost	`retailer:bikeexchange` / derived	seatpost row "BULLS Aluminium 31,6 mm" names no dropper, in a 47-field spec table
beltDrive	`retailer:bikeexchange` / parse	KMC
rack	`retailer:bikeexchange` / parse	MonkeyLoad Iconic Rack 29 Systemgepäckträger
mudguards	`retailer:bikeexchange` / parse	Aluminium 65 mm
chaincase	`retailer:bikeexchange` / parse	HORN Catena 16
kickstand	`retailer:bikeexchange` / parse	PLETSCHER Comp40 Flex Hinterradstütze
lighting	`retailer:bikeexchange` / parse	FUXON R-Glow S EB BL, mit COB Technologie und Bremslicht
weightKg	`retailer:bikeexchange` / parse	Gewicht*: 29,87 kg
powerMeter	`retailer:bikeexchange` / derived	absent from a 47-field spec table
availability	`retailer:bikeexchange` / derived	sizes 2: 2 stocked, 0 gone, 0 unread
seller	`retailer:bikeexchange` / parse	L: Zweirad Vogel
ebike.motor	`retailer:bikeexchange` / parse	Bosch \| Bosch Performance Line CX GEN5 (Smart System) 25/85 Nm
ebike.motor.position	`retailer:bikeexchange` / parse	Mittelmotor
ebike.motor.torqueNm	`retailer:bikeexchange` / parse	85 Nm
ebike.battery.capacityWh	`retailer:bikeexchange` / parse	800 Wh
ebike.battery.integration	`retailer:bikeexchange` / parse	PowerTube
ebike.speedClass	`retailer:bikeexchange` / parse	Maximale Motorunterstützung: bis 25 km/h
ebike.display	`retailer:bikeexchange` / parse	Display: Bosch Intuvia 100
ebike.abs	`retailer:bikeexchange` / parse	ls CROSS LITE EVO 2 ABS Diamant \| Bosch \| 80
ebike.maxSystemWeightKg	`retailer:bikeexchange` / parse	Zulässiges Gesamtgewicht: 150 kg
ebike.frameShape	`retailer:bikeexchange` / parse	Diamant

Warnings

high groupset-unknown — Groupset could not be established.
info wheel-material-unknown — Wheel material 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.",
    "Brakes \"hydraulic-disc\" = 0, the baseline for mtb-hardtail.",
    "29.87 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"
  ],
  "applied": [],
  "rejected": [],
  "notes": "The drivetrain is named as TRP EASi, which is not represented in the permitted groupset vocabulary, so groupset brand and family cannot be normalized. The source names the BULLS DDM-30 wheelset but does not establish its material or tier. Electronic shifting and mixed-groupset status are not deterministically established.",
  "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": null,
      "evidence": null,
      "confidence": 0.95
    },
    "speeds": {
      "value": "12",
      "evidence": "Anzahl Gänge: 12 Gang",
      "confidence": 1
    },
    "mixedGroupset": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "wheelTier": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "brakes": {
      "value": "hydraulic-disc",
      "evidence": "Art der Bremse: hydraulische Scheibenbremse",
      "confidence": 1
    },
    "weightKg": {
      "value": "29.87",
      "evidence": "Gewicht*: 29,87 kg",
      "confidence": 1
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 1
    },
    "notes": "The drivetrain is named as TRP EASi, which is not represented in the permitted groupset vocabulary, so groupset brand and family cannot be normalized. The source names the BULLS DDM-30 wheelset but does not establish its material or tier. Electronic shifting and mixed-groupset status are not deterministically established."
  }
}

Normalized record

{
  "id": "bikeexchange:bulls_cross_lite_evo_2_abs_diamond_2025",
  "retailer": "bikeexchange",
  "retailerProductId": "bulls_cross_lite_evo_2_abs_diamond_2025",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/bulls_cross_lite_evo_2_abs_diamond_2025?sku=BUL_0000568048",
  "brand": "Bulls",
  "model": "CROSS LITE EVO 2 ABS Diamant",
  "modelYear": 2025,
  "category": "e-bike",
  "categoryBasis": "route",
  "sourceCategory": "e-bike",
  "price": 4499.1,
  "originalPrice": 5399,
  "currency": "EUR",
  "discountPercent": 17,
  "frameMaterial": "aluminium",
  "frameModel": null,
  "frameTier": null,
  "groupsetBrand": null,
  "groupsetFamily": null,
  "groupsetGeneration": null,
  "electronicShifting": null,
  "speeds": 12,
  "mixedGroupset": null,
  "groupsetComponents": null,
  "groupsetTierSpread": 0,
  "crank": "SAMOX EC-58",
  "cassette": "TRP CS-M9050-12 10-52T",
  "brakes": "hydraulic-disc",
  "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": true,
  "kickstand": true,
  "lighting": true,
  "wheelSize": null,
  "wheelset": "BULLS DDM-30 | Bulls DDM-30",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "SCHWALBE Marathon Mondial Performance",
  "weightKg": 29.87,
  "ebike": {
    "motor": {
      "text": "Bosch | Bosch Performance Line CX GEN5 (Smart System) 25/85 Nm",
      "brand": "bosch",
      "model": "bosch-performance-line-cx-bdu384y",
      "position": "mid",
      "torqueNm": 85,
      "torqueSource": "retailer",
      "ratedPowerW": null,
      "peakPowerW": null
    },
    "battery": {
      "text": "800 Wh | Bosch PowerTube",
      "capacityWh": 800,
      "count": 1,
      "integration": "integrated",
      "removable": null
    },
    "speedClass": "pedelec-25",
    "rangeExtender": "unknown",
    "display": "Bosch Intuvia 100",
    "abs": true,
    "autoShift": null,
    "statedRangeKm": null,
    "eDiscipline": "unknown",
    "eDisciplineBasis": null,
    "frameShape": "diamond",
    "cargoType": "unknown",
    "maxSystemWeightKg": 150,
    "rackCapacityKg": null,
    "weightIncludesBattery": null
  },
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4499.1,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4499.1,
      "seller": "Zweirad Vogel",
      "deliveryNote": "Reguläre Lieferzeit 4 Tage"
    }
  ],
  "seller": "Zweirad Vogel",
  "availability": "in-stock",
  "gtins": [
    "4063518360666"
  ],
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/afc4b65dbea6f3810bb2-hlIteooL.png",
  "rawTitle": "Bulls CROSS LITE EVO 2 ABS Diamant",
  "fetchedAt": "2026-09-26T06:37:43.568Z",
  "normalizationConfidence": 0.63,
  "warnings": [
    {
      "code": "groupset-unknown",
      "message": "Groupset could not be established.",
      "severity": "high"
    },
    {
      "code": "wheel-material-unknown",
      "message": "Wheel material could not be established.",
      "severity": "info"
    }
  ]
}

Parsed specification table

{
  "Rahmenmaterial": "Aluminium",
  "Gewicht*": "29,87 kg",
  "Zulässiges Gesamtgewicht": "150 kg",
  "Bremse": "TEKTRO Volans HD-T533",
  "Bremsscheiben": "TRP RC02E 203mm CL",
  "Bremsscheibe hinten": "TRP RC02E 203mm CL",
  "Art der Bremse": "hydraulische Scheibenbremse",
  "Bremshebel": "SHIMANO BL-M402",
  "Reifengröße": "57-622 | 29 x 2,25",
  "Nabe hinten": "SHIMANO DEORE FH-TC500-HM-B Boost",
  "Laufräder": "BULLS DDM-30 | Bulls DDM-30",
  "Nabe vorne": "SHIMANO DEORE HB-TC500-15",
  "Reifen": "SCHWALBE Marathon Mondial Performance",
  "Steuersatz": "FSA NO.55R 1.5\"/CR/STD/NO.57",
  "Lenker": "Holistic Cockpit 10",
  "Griffe": "ERGON GS10 Evo",
  "Display": "Bosch Intuvia 100",
  "Akkukapazität": "800 Wh",
  "Ladegerät": "Bosch Ladegerät 4A",
  "Akkuhersteller": "Bosch",
  "Motorhersteller": "Bosch",
  "Maximale Motorunterstützung": "bis 25 km/h",
  "Akku": "Bosch PowerTube",
  "Motor": "Bosch Performance Line CX GEN5 (Smart System) 25/85 Nm",
  "Motorposition": "Mittelmotor",
  "Gepäckträger": "MonkeyLoad Iconic Rack 29 Systemgepäckträger",
  "Schloss": "ABUS Bordo (nicht im Lieferumfang enthalten)",
  "Ständer": "PLETSCHER Comp40 Flex Hinterradstütze",
  "Licht hinten": "FUXON R-Glow S EB BL, mit COB Technologie und Bremslicht",
  "Schutzblech": "Aluminium 65 mm",
  "Licht vorne": "FUXON FF-100 EB, 100 Lux LED mit Sensor und Tagfahrlicht",
  "Schaltung": "TRP EASi RD-M8000E",
  "Kurbelgarnitur": "SAMOX EC-58",
  "Anzahl Gänge": "12 Gang",
  "Pedale": "Bulls Urban Pedale",
  "Schalthebel": "TRP EASi SL-M8000E",
  "Art der Schaltung": "Kettenschaltung | 12 Gang",
  "Kassette": "TRP CS-M9050-12 10-52T",
  "Art des Antriebs": "Elektro-Motor",
  "Kettenkasten": "HORN Catena 16",
  "Kette / Riemen": "KMC E12S",
  "Sattel": "Comodoro 2.0",
  "Sattelstütze": "BULLS Aluminium 31,6 mm",
  "Gabel Bauart": "Federgabel",
  "Federweg vorne": "100mm",
  "Gabelhersteller": "SR Suntour",
  "Jahr": "2025"
}

Raw adapter output

{
  "retailer": "bikeexchange",
  "retailerProductId": "bulls_cross_lite_evo_2_abs_diamond_2025",
  "productUrl": "https://www.bikeexchange.de/de-DE/products/bulls_cross_lite_evo_2_abs_diamond_2025?sku=BUL_0000568048",
  "extractionMethod": "embedded-json",
  "sourceCategory": "e-bike",
  "rawTitle": "Bulls CROSS LITE EVO 2 ABS Diamant",
  "rawBrand": "Bulls",
  "price": 4499.1,
  "originalPrice": 5399,
  "currency": "EUR",
  "imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/afc4b65dbea6f3810bb2-hlIteooL.png",
  "rawSpecifications": {
    "Rahmenmaterial": "Aluminium",
    "Gewicht*": "29,87 kg",
    "Zulässiges Gesamtgewicht": "150 kg",
    "Bremse": "TEKTRO Volans HD-T533",
    "Bremsscheiben": "TRP RC02E 203mm CL",
    "Bremsscheibe hinten": "TRP RC02E 203mm CL",
    "Art der Bremse": "hydraulische Scheibenbremse",
    "Bremshebel": "SHIMANO BL-M402",
    "Reifengröße": "57-622 | 29 x 2,25",
    "Nabe hinten": "SHIMANO DEORE FH-TC500-HM-B Boost",
    "Laufräder": "BULLS DDM-30 | Bulls DDM-30",
    "Nabe vorne": "SHIMANO DEORE HB-TC500-15",
    "Reifen": "SCHWALBE Marathon Mondial Performance",
    "Steuersatz": "FSA NO.55R 1.5\"/CR/STD/NO.57",
    "Lenker": "Holistic Cockpit 10",
    "Griffe": "ERGON GS10 Evo",
    "Display": "Bosch Intuvia 100",
    "Akkukapazität": "800 Wh",
    "Ladegerät": "Bosch Ladegerät 4A",
    "Akkuhersteller": "Bosch",
    "Motorhersteller": "Bosch",
    "Maximale Motorunterstützung": "bis 25 km/h",
    "Akku": "Bosch PowerTube",
    "Motor": "Bosch Performance Line CX GEN5 (Smart System) 25/85 Nm",
    "Motorposition": "Mittelmotor",
    "Gepäckträger": "MonkeyLoad Iconic Rack 29 Systemgepäckträger",
    "Schloss": "ABUS Bordo (nicht im Lieferumfang enthalten)",
    "Ständer": "PLETSCHER Comp40 Flex Hinterradstütze",
    "Licht hinten": "FUXON R-Glow S EB BL, mit COB Technologie und Bremslicht",
    "Schutzblech": "Aluminium 65 mm",
    "Licht vorne": "FUXON FF-100 EB, 100 Lux LED mit Sensor und Tagfahrlicht",
    "Schaltung": "TRP EASi RD-M8000E",
    "Kurbelgarnitur": "SAMOX EC-58",
    "Anzahl Gänge": "12 Gang",
    "Pedale": "Bulls Urban Pedale",
    "Schalthebel": "TRP EASi SL-M8000E",
    "Art der Schaltung": "Kettenschaltung | 12 Gang",
    "Kassette": "TRP CS-M9050-12 10-52T",
    "Art des Antriebs": "Elektro-Motor",
    "Kettenkasten": "HORN Catena 16",
    "Kette / Riemen": "KMC E12S",
    "Sattel": "Comodoro 2.0",
    "Sattelstütze": "BULLS Aluminium 31,6 mm",
    "Gabel Bauart": "Federgabel",
    "Federweg vorne": "100mm",
    "Gabelhersteller": "SR Suntour",
    "Jahr": "2025"
  },
  "rawFeatures": [
    "Bosch",
    "800wh",
    "Kettenschaltung",
    "Beschreibung"
  ],
  "rawSizes": [
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4499.1,
      "seller": null,
      "deliveryNote": null
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": null,
      "price": 4499.1,
      "seller": "Zweirad Vogel",
      "deliveryNote": "Reguläre Lieferzeit 4 Tage"
    }
  ],
  "availabilityText": "sizes 2: 2 stocked, 0 gone, 0 unread",
  "fetchedAt": "2026-09-26T06:37:43.568Z",
  "sourceMeta": {
    "skus": [
      "4063518360666"
    ],
    "shopSkus": [
      "BUL_0000568048",
      "BUL_0000568047",
      "BUL_0000568048"
    ],
    "seller": "Zweirad Vogel",
    "sellerOfSize": "L",
    "sellerId": "1389ea4a-55b9-464a-bf4a-3c841463fe22",
    "storeKey": "store_01KCRBGHBWFTVVW2G2ED1AXAA9_eur",
    "storeCity": "Dinslaken",
    "storeCountry": "DE",
    "storeDelivers": true,
    "storeClickAndCollect": true,
    "storeReservation": true,
    "storeDeliveryTime": "P4D",
    "shippingPrice": 74.69,
    "hasMoreSellers": false,
    "condition": "NEW",
    "ctProductId": "83dc32fd-bc8f-4d33-8401-9deb97eb0cfe",
    "shopCategory": "E-City & Urban",
    "colourCount": 1,
    "fetchedSku": "BUL_0000568048"
  },
  "listingPath": [
    "E-Bikes",
    "E-City & Urban"
  ]
}

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