Sneak 3 EQ

rosebikes:rose-sneak-3-eq-160446 · source URL · confidence 0.64

Eligibility

Cannot win: confidence 0.64 below 0.75

Size decisions

retailer label	alpha	comparable cm	match	mapping	in stock	variant price	evidence
S	S	—	unknown	unsupported	yes	€2.100	—
M	M	—	unknown	unsupported	yes	€2.100	—
L	L	—	unknown	unsupported	yes	€2.100	—
XL	XL	—	unknown	unsupported	yes	€2.100	—

retailer label

alpha

comparable cm

match

mapping

in stock

variant price

evidence

—

unknown

unsupported

yes

€2.100

—

unknown

unsupported

yes

€2.100

—

unknown

unsupported

yes

€2.100

—

unknown

unsupported

yes

€2.100

—

mapping	unsupported
reason	ROSE publishes no defensible conventional equivalence for its letter sizes. ROSE publishes a rider-height range per letter size and nothing else — no geometry table at all on its product pages, and its own Größenberatung covers clothing only, not frames. A height range alone does not establish which conventional centimetre size a letter corresponds to, so ROSE bikes appear when a shopper picks a letter, not a centimetre.

mapping

unsupported

reason

ROSE publishes no defensible conventional equivalence for its letter sizes. ROSE publishes a rider-height range per letter size and nothing else — no geometry table at all on its product pages, and its own Größenberatung covers clothing only, not frames. A height range alone does not establish which conventional centimetre size a letter corresponds to, so ROSE bikes appear when a shopper picks a letter, not a centimetre.

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:rosebikes / parse Rose

model retailer:rosebikes / derived Sneak 3 EQ

category retailer:rosebikes / derived retailer taxonomy

groupsetFamily retailer:rosebikes / dictionary Shimano RD-U8050 CUES

electronicShifting retailer:rosebikes / derived Shimano RD-U8050 CUES

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

fork retailer:rosebikes / dictionary Rose Sneak Carbon, Berry | Rose Sneak Carbon, black | ROSE SNEAK, Carbon, Chalk

dropperPost retailer:rosebikes / derived seatpost row "Rose Race Attack SP-63 XL 350mm, schw/matt 31,6mm" names no dropper, in a 21-field spec table

beltDrive retailer:rosebikes / parse CN-HG6

mudguards retailer:rosebikes / parse Hebie ALUMEE, schwarz 28" | Hebie ALUMEE, schwarz

lighting retailer:rosebikes / parse Trelock COB Line LS 453

weightKg retailer:rosebikes / parse Gewicht: 13,5 kg fertigungsbedingt sind Schwankungen bis +/- 5 % möglich, Gewicht bei Rahmenfarbe Berry, Größe M, ohne Pedale Hersteller: Rose Bikes GmbH, Schersweide 4, 46395 Bocholt, Germany, www

powerMeter retailer:rosebikes / derived absent from a 21-field spec table

availability retailer:rosebikes / derived InStock

speeds ai / ai (0.95) Zahnkranz: Shimano CUES, CS-LG700-11, 11-46

field	source	evidence
brand	`retailer:rosebikes` / parse	Rose
model	`retailer:rosebikes` / derived	Sneak 3 EQ
category	`retailer:rosebikes` / derived	retailer taxonomy
groupsetFamily	`retailer:rosebikes` / dictionary	Shimano RD-U8050 CUES
electronicShifting	`retailer:rosebikes` / derived	Shimano RD-U8050 CUES
suspension	`retailer:rosebikes` / derived	no suspension fork and no rear shock on a drop-bar listing
fork	`retailer:rosebikes` / dictionary	Rose Sneak Carbon, Berry \| Rose Sneak Carbon, black \| ROSE SNEAK, Carbon, Chalk
dropperPost	`retailer:rosebikes` / derived	seatpost row "Rose Race Attack SP-63 XL 350mm, schw/matt 31,6mm" names no dropper, in a 21-field spec table
beltDrive	`retailer:rosebikes` / parse	CN-HG6
mudguards	`retailer:rosebikes` / parse	Hebie ALUMEE, schwarz 28" \| Hebie ALUMEE, schwarz
lighting	`retailer:rosebikes` / parse	Trelock COB Line LS 453
weightKg	`retailer:rosebikes` / parse	Gewicht: 13,5 kg fertigungsbedingt sind Schwankungen bis +/- 5 % möglich, Gewicht bei Rahmenfarbe Berry, Größe M, ohne Pedale Hersteller: Rose Bikes GmbH, Schersweide 4, 46395 Bocholt, Germany, www
powerMeter	`retailer:rosebikes` / derived	absent from a 21-field spec table
availability	`retailer:rosebikes` / derived	InStock
speeds	`ai` / ai (0.95)	Zahnkranz: Shimano CUES, CS-LG700-11, 11-46

Warnings

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": 15,
  "wheelScore": 5,
  "extrasScore": 0,
  "suspensionScore": 0,
  "weightAdjustment": 4,
  "equipmentValue": 32,
  "notes": [
    "Frame material unknown: scored below aluminium rather than assumed.",
    "Shimano CUES = 15.",
    "Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
    "13.5 kg vs 16.2 kg city reference = +4."
  ],
  "marketPrice": 1028,
  "valueScore": 0.49,
  "savingsVsMarket": -1072
}

AI normalization

{
  "requested": [
    "frameMaterial",
    "wheelMaterial",
    "wheelTier",
    "brakes"
  ],
  "applied": [],
  "rejected": [],
  "notes": "Frame material is not stated (fork is listed as Carbon but frame text does not specify material). Wheel set is named (Rose VR/HR U623) but is a house/brand model and material is not specified; wheelTier therefore not assigned. Brake model is given but the text does not explicitly state 'hydraulic', 'mechanical' or 'disc', so brake type is not determined from the source.",
  "raw": {
    "frameMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.11
    },
    "groupsetBrand": {
      "value": "Shimano",
      "evidence": "Kurbel: Shimano Cues FC-U6000-1, 42Z, 175mm",
      "confidence": 0.98
    },
    "groupsetFamily": {
      "value": "CUES",
      "evidence": "Kurbel: Shimano Cues FC-U6000-1, 42Z, 175mm",
      "confidence": 0.98
    },
    "electronicShifting": {
      "value": null,
      "evidence": null,
      "confidence": 0.11
    },
    "speeds": {
      "value": "11",
      "evidence": "Zahnkranz: Shimano CUES, CS-LG700-11, 11-46",
      "confidence": 0.95
    },
    "mixedGroupset": {
      "value": "false",
      "evidence": "Kurbel: Shimano Cues FC-U6000-1, 42Z, 175mm\nSchaltwerk: Shimano RD-U8050 CUES",
      "confidence": 0.88
    },
    "wheelMaterial": {
      "value": null,
      "evidence": null,
      "confidence": 0.11
    },
    "wheelTier": {
      "value": null,
      "evidence": "Laufräder: Rose VR U623 black | Rose HR U623 black",
      "confidence": 0.27
    },
    "brakes": {
      "value": null,
      "evidence": "Bremsen: Shimano BL-U8000(L), BR-U8010(F), schwarz | Shimano BL-U8000(R), BR-U8010(R), schwarz",
      "confidence": 0.25
    },
    "weightKg": {
      "value": "13.5",
      "evidence": "13,5 kg fertigungsbedingt sind Schwankungen bis +/- 5 % möglich, Gewicht bei Rahmenfarbe Berry, Größe M, ohne Pedale",
      "confidence": 0.95
    },
    "powerMeter": {
      "value": null,
      "evidence": null,
      "confidence": 0.11
    },
    "notes": "Frame material is not stated (fork is listed as Carbon but frame text does not specify material). Wheel set is named (Rose VR/HR U623) but is a house/brand model and material is not specified; wheelTier therefore not assigned. Brake model is given but the text does not explicitly state 'hydraulic', 'mechanical' or 'disc', so brake type is not determined from the source."
  }
}

Normalized record

{
  "id": "rosebikes:rose-sneak-3-eq-160446",
  "retailer": "rosebikes",
  "retailerProductId": "rose-sneak-3-eq-160446",
  "productUrl": "https://www.rosebikes.de/p/rose-sneak-3-eq-160446",
  "brand": "ROSE",
  "model": "Sneak 3 EQ",
  "modelYear": null,
  "category": "city",
  "categoryBasis": "route",
  "sourceCategory": "city",
  "price": 2100,
  "originalPrice": 2300,
  "currency": "EUR",
  "discountPercent": 9,
  "frameMaterial": "unknown",
  "frameModel": "ROSE SNEAK HighStep, berry S | ROSE SNEAK HighStep, berry M | ROSE SNEAK HighStep, berry L | ROSE SNEAK HighStep, berry XL | ROSE SNEAK HighStep, T-Rex S | ROSE",
  "frameTier": null,
  "groupsetBrand": "Shimano",
  "groupsetFamily": "CUES",
  "groupsetGeneration": null,
  "electronicShifting": false,
  "speeds": 11,
  "mixedGroupset": false,
  "groupsetComponents": {
    "rearDerailleur": "CUES",
    "crank": "CUES",
    "cassette": "CUES"
  },
  "groupsetTierSpread": 0,
  "crank": "Shimano Cues FC-U6000-1, 42Z, 175mm",
  "cassette": "Shimano CUES, CS-LG700-11, 11-46",
  "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": null,
  "mudguards": true,
  "chaincase": null,
  "kickstand": null,
  "lighting": true,
  "wheelSize": null,
  "wheelset": "Rose VR U623 black | Rose HR U623 black",
  "wheelMaterial": "unknown",
  "wheelTier": "unknown",
  "tyres": "Schwalbe Super Moto Perf., schwarz",
  "weightKg": 13.5,
  "powerMeter": false,
  "powerMeterKind": null,
  "availableSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 63,
      "price": 2100
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 121,
      "price": 2100
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 100,
      "price": 2100
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 26,
      "price": 2100
    }
  ],
  "seller": null,
  "availability": "in-stock",
  "gtins": [],
  "imageUrl": "https://cdn.rosebikes.de/images/BA542FFF10C54376C8CDB72F8648E179.png?im=Resize=(800,800);BackgroundColor=ffffff",
  "rawTitle": "Sneak 3 EQ",
  "fetchedAt": "2026-09-19T06:36:48.083Z",
  "normalizationConfidence": 0.64,
  "warnings": [
    {
      "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": "ROSE SNEAK HighStep, berry S | ROSE SNEAK HighStep, berry M | ROSE SNEAK HighStep, berry L | ROSE SNEAK HighStep, berry XL | ROSE SNEAK HighStep, T-Rex S | ROSE SNEAK HighStep, T-Rex M",
  "Gabel": "Rose Sneak Carbon, Berry | Rose Sneak Carbon, black | ROSE SNEAK, Carbon, Chalk",
  "Laufräder": "Rose VR U623 black | Rose HR U623 black",
  "Reifen": "Schwalbe Super Moto Perf., schwarz",
  "Kurbel": "Shimano Cues FC-U6000-1, 42Z, 175mm",
  "Zahnkranz": "Shimano CUES, CS-LG700-11, 11-46",
  "Schaltwerk": "Shimano RD-U8050 CUES",
  "Kette": "Shimano CN-HG601 118gl.",
  "Bremsen": "Shimano BL-U8000(L), BR-U8010(F), schwarz | Shimano BL-U8000(R), BR-U8010(R), schwarz",
  "Lenker": "LightSKIN mit LED´s Beleuchtung, 31,8mm, schwarz (ohne Logo) 640mm",
  "Griffe": "Ergon GA30, 11C L",
  "Klingel": "Widek Alu Glockenkopf mit schwarzen Komponenten alu/schw.",
  "Vorbau": "Rose ALR, schwarz sand 90mm | ROSE ALR, schwarz sand 110mm | Rose ALR, schwarz sand 120mm",
  "Spacer": "Rose, standard",
  "Sattel": "Ergon SF20, schwarz",
  "Sattelstütze": "Rose Race Attack SP-63 XL 350mm, schw/matt 31,6mm",
  "Schutzblech": "Hebie ALUMEE, schwarz 28\" | Hebie ALUMEE, schwarz",
  "Rücklicht": "Trelock COB Line LS 453",
  "Pedale": "Rose VP-836 schwarz",
  "Kategorie": "Urban & Trekking",
  "Gewicht": "13,5 kg fertigungsbedingt sind Schwankungen bis +/- 5 % möglich, Gewicht bei Rahmenfarbe Berry, Größe M, ohne Pedale Hersteller: Rose Bikes GmbH, Schersweide 4, 46395 Bocholt, Germany, www"
}

Raw adapter output

{
  "retailer": "rosebikes",
  "retailerProductId": "rose-sneak-3-eq-160446",
  "productUrl": "https://www.rosebikes.de/p/rose-sneak-3-eq-160446",
  "extractionMethod": "embedded-json",
  "sourceCategory": "city",
  "rawTitle": "Sneak 3 EQ",
  "rawBrand": "Rose",
  "price": 2100,
  "originalPrice": 2300,
  "currency": "EUR",
  "imageUrl": "https://cdn.rosebikes.de/images/BA542FFF10C54376C8CDB72F8648E179.png?im=Resize=(800,800);BackgroundColor=ffffff",
  "rawSpecifications": {
    "Rahmen": "ROSE SNEAK HighStep, berry S | ROSE SNEAK HighStep, berry M | ROSE SNEAK HighStep, berry L | ROSE SNEAK HighStep, berry XL | ROSE SNEAK HighStep, T-Rex S | ROSE SNEAK HighStep, T-Rex M",
    "Gabel": "Rose Sneak Carbon, Berry | Rose Sneak Carbon, black | ROSE SNEAK, Carbon, Chalk",
    "Laufräder": "Rose VR U623 black | Rose HR U623 black",
    "Reifen": "Schwalbe Super Moto Perf., schwarz",
    "Kurbel": "Shimano Cues FC-U6000-1, 42Z, 175mm",
    "Zahnkranz": "Shimano CUES, CS-LG700-11, 11-46",
    "Schaltwerk": "Shimano RD-U8050 CUES",
    "Kette": "Shimano CN-HG601 118gl.",
    "Bremsen": "Shimano BL-U8000(L), BR-U8010(F), schwarz | Shimano BL-U8000(R), BR-U8010(R), schwarz",
    "Lenker": "LightSKIN mit LED´s Beleuchtung, 31,8mm, schwarz (ohne Logo) 640mm",
    "Griffe": "Ergon GA30, 11C L",
    "Klingel": "Widek Alu Glockenkopf mit schwarzen Komponenten alu/schw.",
    "Vorbau": "Rose ALR, schwarz sand 90mm | ROSE ALR, schwarz sand 110mm | Rose ALR, schwarz sand 120mm",
    "Spacer": "Rose, standard",
    "Sattel": "Ergon SF20, schwarz",
    "Sattelstütze": "Rose Race Attack SP-63 XL 350mm, schw/matt 31,6mm",
    "Schutzblech": "Hebie ALUMEE, schwarz 28\" | Hebie ALUMEE, schwarz",
    "Rücklicht": "Trelock COB Line LS 453",
    "Pedale": "Rose VP-836 schwarz",
    "Kategorie": "Urban & Trekking",
    "Gewicht": "13,5 kg fertigungsbedingt sind Schwankungen bis +/- 5 % möglich, Gewicht bei Rahmenfarbe Berry, Größe M, ohne Pedale Hersteller: Rose Bikes GmbH, Schersweide 4, 46395 Bocholt, Germany, www"
  },
  "rawFeatures": [
    "Das Sneak EQ 3 steht für moderne urbane Mobilität mit besonders smarten Features. Automatisches Schalten, komfortable Reifen und robuste Laufräder sorgen für ein entspanntes und effizientes Fahrerlebnis im Alltag. Ob Pendelstrecke, Rushhour oder spontane City Tour. Du konzentrierst dich auf die Straße und dein Bike kümmert sich um den Rest. Eine hochwertige Ausstattung macht das Sneak EQ 3 zum zuverlässigen Begleiter für tägliche Wege durch die Stadt. ¹ ca. 13,5 kg fertigungsbedingt sind Schwankungen bis +/- 5 % möglich, Gewicht bei Rahmenfarbe Berry, Größe M, ohne Pedale Hersteller: Rose Bikes GmbH, Schersweide 4, 46395 Bocholt, Germany, www.rosebikes.de"
  ],
  "rawSizes": [
    {
      "rawSize": "S",
      "size": "S",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 63,
      "price": 2100
    },
    {
      "rawSize": "M",
      "size": "M",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 121,
      "price": 2100
    },
    {
      "rawSize": "L",
      "size": "L",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 100,
      "price": 2100
    },
    {
      "rawSize": "XL",
      "size": "XL",
      "sizeCm": null,
      "inStock": true,
      "stockCount": 26,
      "price": 2100
    }
  ],
  "availabilityText": "InStock",
  "fetchedAt": "2026-09-19T06:36:48.083Z",
  "sourceMeta": {
    "sku": "1604460101",
    "modelPath": "/fahrräder/urban-und-trekking/urban/sneak",
    "variantCount": 12,
    "colours": [
      "berry",
      "T-Rex",
      "chalk"
    ],
    "trafficLights": [
      "S:green",
      "M:green",
      "L:green",
      "XL:green",
      "S:green",
      "M:green",
      "L:green",
      "XL:green",
      "S:green",
      "M:green",
      "L:green",
      "XL:green"
    ]
  }
}

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