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bikeexchange:liv_embolden_eplus_2_27_5_2027 · source URL · confidence 0.69 · GTIN 4711291253308
Cannot win: confidence 0.69 below 0.75; e-bike bikes are not value-ranked yet (no e-bike-specific equipment model)
| retailer label | alpha | comparable cm | match | mapping | in stock | variant price | evidence |
|---|---|---|---|---|---|---|---|
| XS | XS | — | unknown | unsupported | yes | €3.999 | — |
| mapping | unsupported |
|---|---|
| reason | Liv publishes no defensible conventional equivalence for its letter sizes. Liv publishes rider-height ranges only, and Giant's conventional-size table cannot be borrowed for it even though Liv is Giant's own brand: Liv's letters sit close to a full size lower. Liv's Langma reads XXS 145-160, XS 152-166, S 158-172, M 164-178, L 170-184 cm, where Giant's TCR reads XS 157-169, S 165-175, M 171-181, ML 177-187, L 183-193. A Liv L is positioned where a Giant M/S is, so applying the Giant mapping would tell a 58 cm shopper that a Liv L fits when it is nearer a conventional 54. |
A shopper asking for: 54 → nothing compatible · 56 → nothing compatible · 58 → nothing compatible · 60 → nothing compatible
Canonical configuration: Liv | Embolden E+ 2 | CUES | 2027
Confidence: medium
| retailer | price | sizes in stock | |
|---|---|---|---|
| Mount7 | €3.599 | XS, S, L, M | debug |
| BikeExchange | €3.998 | S | debug |
| BikeExchange | €3.999 | XS | debug |
| bikes.de | €3.999 | M | (29") | debug |
| BIKE24 | €4.000 | S, M | debug |
| BIKE24 | €4.000 | XS | debug |
| field | source | evidence |
|---|---|---|
| brand | retailer:bikeexchange / parse | Liv |
| model | retailer:bikeexchange / derived | Liv Embolden E+ 2 |
| modelYear | retailer:bikeexchange / parse | Jahr: 2027 |
| category | retailer:bikeexchange / parse | E+ |
| groupsetFamily | retailer:bikeexchange / dictionary | Shimano Cues SL-U6000 |
| electronicShifting | retailer:bikeexchange / derived | Shimano Cues SL-U6000 |
| brakes | retailer:bikeexchange / dictionary | component code Cues SL-U6000 |
| suspension | retailer:bikeexchange / derived | suspension fork "Giant STL 36 Air, Luft, Federweg: 150mm" and no rear shock in a 34-field spec table |
| fork | retailer:bikeexchange / parse | Giant STL 36 Air, Luft, Federweg: 150mm |
| dropperPost | retailer:bikeexchange / derived | Vario |
| wheelSize | retailer:bikeexchange / parse | 27.5 |
| powerMeter | retailer:bikeexchange / derived | absent from a 34-field spec table |
| availability | retailer:bikeexchange / derived | sizes 1: 1 stocked, 0 gone, 0 unread |
| seller | retailer:bikeexchange / parse | XS: Keller Fahrräder Wangen |
| ebike.motor | retailer:bikeexchange / parse | Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm |
| ebike.motor.position | deterministic / dictionary | giant-syncdrive-sport-gen1: https://www.giant-bicycles.com/global/showcase/syncdrive-sport |
| ebike.motor.torqueNm | retailer:bikeexchange / parse | 85 Nm |
| ebike.battery.capacityWh | retailer:bikeexchange / parse | 625wh |
| ebike.eDiscipline | retailer:bikeexchange / parse | shelf: E-Fully |
| ebike.display | retailer:bikeexchange / parse | Bedieneinheit: Giant RideControl Dash 2 |
| ebike.maxSystemWeightKg | retailer:bikeexchange / parse | Zulässiges Gesamtgewicht: 156.0 |
| speeds | ai / ai (0.99) | Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang |
info single-size-only — Only one size is in stock (XS).high frame-material-unknown — Frame material could not be established.info wheel-material-unknown — Wheel material could not be established.{
"frameScore": 8,
"drivetrainScore": 8,
"wheelScore": 5,
"extrasScore": 3,
"suspensionScore": 0,
"weightAdjustment": 0,
"equipmentValue": 24,
"notes": [
"Frame material unknown: scored below aluminium rather than assumed.",
"Shimano CUES = 11.",
"10-speed -3.",
"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 series not stated: scored at the bottom of the fork ladder rather than assumed.",
"Dropper post +3."
],
"marketPrice": null,
"valueScore": null,
"savingsVsMarket": null
}
{
"requested": [
"frameMaterial",
"wheelMaterial",
"wheelTier",
"weightKg"
],
"applied": [],
"rejected": [],
"notes": "The source gives the permitted total weight (\"Zulässiges Gesamtgewicht: 156.0\"), not the complete-bike weight. The frame is named \"AluxX SL\" without explicitly stating a normalized frame material. The wheelset is identified as Giant AM30 but its material and tier are not stated. The brake model and brake terminology do not explicitly establish hydraulic-disc, mechanical-disc, or rim brakes. The crank is Giant while the shifter and derailleur are Shimano Cues, so the groupset is treated as mixed.",
"raw": {
"frameMaterial": {
"value": null,
"evidence": null,
"confidence": 0.98
},
"groupsetBrand": {
"value": "Shimano",
"evidence": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"confidence": 0.99
},
"groupsetFamily": {
"value": "CUES",
"evidence": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"confidence": 0.99
},
"electronicShifting": {
"value": "false",
"evidence": "Schalthebel: Shimano Cues SL-U6000",
"confidence": 0.88
},
"speeds": {
"value": "10",
"evidence": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"confidence": 0.99
},
"mixedGroupset": {
"value": "true",
"evidence": "Schaltung: Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang\nKurbelgarnitur: Giant Forged Alloy, 36 Zähne\nSchalthebel: Shimano Cues SL-U6000",
"confidence": 0.86
},
"wheelMaterial": {
"value": null,
"evidence": null,
"confidence": 0.98
},
"wheelTier": {
"value": null,
"evidence": null,
"confidence": 0.99
},
"brakes": {
"value": null,
"evidence": null,
"confidence": 0.95
},
"weightKg": {
"value": null,
"evidence": null,
"confidence": 0.99
},
"powerMeter": {
"value": null,
"evidence": null,
"confidence": 0.99
},
"notes": "The source gives the permitted total weight (\"Zulässiges Gesamtgewicht: 156.0\"), not the complete-bike weight. The frame is named \"AluxX SL\" without explicitly stating a normalized frame material. The wheelset is identified as Giant AM30 but its material and tier are not stated. The brake model and brake terminology do not explicitly establish hydraulic-disc, mechanical-disc, or rim brakes. The crank is Giant while the shifter and derailleur are Shimano Cues, so the groupset is treated as mixed."
}
}
{
"id": "bikeexchange:liv_embolden_eplus_2_27_5_2027",
"retailer": "bikeexchange",
"retailerProductId": "liv_embolden_eplus_2_27_5_2027",
"productUrl": "https://www.bikeexchange.de/de-DE/products/liv_embolden_eplus_2_27_5_2027?sku=LIV_0000695173",
"brand": "Liv",
"model": "Embolden E+ 2",
"modelYear": 2027,
"category": "e-bike",
"categoryBasis": "stated",
"sourceCategory": "e-bike",
"price": 3999,
"originalPrice": null,
"currency": "EUR",
"discountPercent": null,
"frameMaterial": "unknown",
"frameModel": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
"frameTier": null,
"groupsetBrand": "Shimano",
"groupsetFamily": "CUES",
"groupsetGeneration": null,
"electronicShifting": false,
"speeds": 10,
"mixedGroupset": false,
"groupsetComponents": {
"shifters": "CUES"
},
"groupsetTierSpread": 0,
"crank": "Giant Forged Alloy, 36 Zähne",
"cassette": null,
"brakes": "hydraulic-disc",
"brakePistons": null,
"brakeTier": "unknown",
"suspension": "front",
"fork": {
"make": null,
"line": "36",
"tier": "unknown",
"travelMm": 150
},
"rearShock": null,
"dropperPost": true,
"beltDrive": null,
"hubDynamo": null,
"rack": null,
"mudguards": null,
"chaincase": null,
"kickstand": null,
"lighting": null,
"wheelSize": "27.5",
"wheelset": "Giant AM30 Wheelset (tubeless ready, 30mm inner width), Shimano TC500 Boost hubs, Maxxis Minion DHF 2.5\" (front) / Dissector 2.4\" (rear) tir",
"wheelMaterial": "unknown",
"wheelTier": "unknown",
"tyres": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"weightKg": null,
"ebike": {
"motor": {
"text": "Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
"brand": "giant",
"model": "giant-syncdrive-sport-gen1",
"position": "mid",
"torqueNm": 85,
"torqueSource": "retailer",
"ratedPowerW": null,
"peakPowerW": null
},
"battery": {
"text": "625.0 | Giant EnergyPak Smart",
"capacityWh": 625,
"count": 1,
"integration": "unknown",
"removable": null
},
"speedClass": "unknown",
"rangeExtender": "unknown",
"display": "Giant RideControl Dash 2",
"abs": null,
"autoShift": null,
"statedRangeKm": null,
"eDiscipline": "e-mtb",
"eDisciplineBasis": "leaf",
"frameShape": "unknown",
"cargoType": "unknown",
"maxSystemWeightKg": 156,
"rackCapacityKg": null,
"weightIncludesBattery": null
},
"powerMeter": false,
"powerMeterKind": null,
"availableSizes": [
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": true,
"stockCount": null,
"price": 3999,
"seller": "Keller Fahrräder Wangen",
"deliveryNote": "Reguläre Lieferzeit 8 Tage"
}
],
"seller": "Keller Fahrräder Wangen",
"availability": "limited",
"gtins": [
"4711291253308"
],
"imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/4219d7199691afd4a355-_NBulpEz.png",
"rawTitle": "Liv Embolden E+ 2",
"fetchedAt": "2026-09-26T05:41:34.918Z",
"normalizationConfidence": 0.69,
"warnings": [
{
"code": "single-size-only",
"message": "Only one size is in stock (XS).",
"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": [
"speedClass",
"batteryIntegration",
"frameShape"
],
"applied": [],
"rejected": [],
"notes": "The source names Shimano CN-LG500 and Giant SyncDrive Sport 3 in the motor field; CN-LG500 is not treated as the motor model because the source identifies it alongside the Giant drive-system name.",
"raw": {
"motorBrand": {
"value": "giant",
"evidence": "Motor: Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
"confidence": 1
},
"motorModel": {
"value": "giant-syncdrive-sport-3",
"evidence": "Motor: Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
"confidence": 1
},
"batteryWh": {
"value": "625",
"evidence": "625wh",
"confidence": 1
},
"speedClass": {
"value": null,
"evidence": null,
"confidence": 1
},
"batteryIntegration": {
"value": null,
"evidence": null,
"confidence": 1
},
"frameShape": {
"value": null,
"evidence": null,
"confidence": 1
},
"notes": "The source names Shimano CN-LG500 and Giant SyncDrive Sport 3 in the motor field; CN-LG500 is not treated as the motor model because the source identifies it alongside the Giant drive-system name."
}
}
}
{
"Rahmen": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
"Zulässiges Gesamtgewicht": "156.0",
"Bremse vorne": "Tektro HD-M6040 Orion",
"Bremse": "Tektro HD-M6040 Orion",
"Bremsscheibe vorne": "⌀ 220 mm",
"Bremsscheiben": "⌀ 220 mm, ⌀ 203 mm",
"Bremsscheibe hinten": "⌀ 203 mm",
"Art der Bremse": "BR25",
"Bremshebel": "Tektro HD-M6040 Orion",
"Laufrad vorne": "Giant AM30 Rims / Shimano TC500 Hub, 15x110mm Boost thru-axle",
"Reifen hinten": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"Laufräder": "Giant AM30 Wheelset (tubeless ready, 30mm inner width), Shimano TC500 Boost hubs, Maxxis Minion DHF 2.5\" (front) / Dissector 2.4\" (rear) tires",
"Laufradgröße": "27.5",
"Reifen vorne": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"Reifen": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"Bedieneinheit": "Giant RideControl Dash 2",
"Vorbau": "Giant Contact SL",
"Lenker": "Giant Connect TR Riser 31.8",
"Griffe": "Liv Tactal Pro Single Lock-On",
"Display": "Giant RideControl Dash 2",
"Akkukapazität": "625.0",
"Ladegerät": "Giant EnergyPak Smart Charger 4A",
"Akku": "Giant EnergyPak Smart",
"Motor": "Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
"Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"Kurbelgarnitur": "Giant Forged Alloy, 36 Zähne",
"Schalthebel": "Shimano Cues SL-U6000",
"Sattel": "Liv Ergo Contact Trail",
"Sattelstütze": "Giant Contact Switch AT Vario Stütze",
"Federweg vorne": "150.0",
"Dämpfer": "Giant Crest FloTrac, Luft",
"Gabel": "Giant STL 36 Air, Luft, Federweg: 150mm",
"Federweg hinten": "140.0",
"Jahr": "2027"
}
{
"retailer": "bikeexchange",
"retailerProductId": "liv_embolden_eplus_2_27_5_2027",
"productUrl": "https://www.bikeexchange.de/de-DE/products/liv_embolden_eplus_2_27_5_2027?sku=LIV_0000695173",
"extractionMethod": "embedded-json",
"sourceCategory": "e-bike",
"rawTitle": "Liv Embolden E+ 2",
"rawBrand": "Liv",
"price": 3999,
"originalPrice": null,
"currency": "EUR",
"imageUrl": "https://images.cdn.europe-west1.gcp.commercetools.com/078b97e9-ed31-4c81-baae-cdd44f3bf3c1/4219d7199691afd4a355-_NBulpEz.png",
"rawSpecifications": {
"Rahmen": "AluxX SL, FlexPoint Hinterbau, Federweg: 140mm, 12x148 mm, UDH kompatibel",
"Zulässiges Gesamtgewicht": "156.0",
"Bremse vorne": "Tektro HD-M6040 Orion",
"Bremse": "Tektro HD-M6040 Orion",
"Bremsscheibe vorne": "⌀ 220 mm",
"Bremsscheiben": "⌀ 220 mm, ⌀ 203 mm",
"Bremsscheibe hinten": "⌀ 203 mm",
"Art der Bremse": "BR25",
"Bremshebel": "Tektro HD-M6040 Orion",
"Laufrad vorne": "Giant AM30 Rims / Shimano TC500 Hub, 15x110mm Boost thru-axle",
"Reifen hinten": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"Laufräder": "Giant AM30 Wheelset (tubeless ready, 30mm inner width), Shimano TC500 Boost hubs, Maxxis Minion DHF 2.5\" (front) / Dissector 2.4\" (rear) tires",
"Laufradgröße": "27.5",
"Reifen vorne": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"Reifen": "Maxxis Minion DHF 27.5x2.5, Pannenschutz",
"Bedieneinheit": "Giant RideControl Dash 2",
"Vorbau": "Giant Contact SL",
"Lenker": "Giant Connect TR Riser 31.8",
"Griffe": "Liv Tactal Pro Single Lock-On",
"Display": "Giant RideControl Dash 2",
"Akkukapazität": "625.0",
"Ladegerät": "Giant EnergyPak Smart Charger 4A",
"Akku": "Giant EnergyPak Smart",
"Motor": "Shimano CN-LG500 | Giant SyncDrive Sport 3, 85 Nm",
"Schaltung": "Shimano Cues LinkGlide RD-U6020 10-fach, 10-Gang",
"Kurbelgarnitur": "Giant Forged Alloy, 36 Zähne",
"Schalthebel": "Shimano Cues SL-U6000",
"Sattel": "Liv Ergo Contact Trail",
"Sattelstütze": "Giant Contact Switch AT Vario Stütze",
"Federweg vorne": "150.0",
"Dämpfer": "Giant Crest FloTrac, Luft",
"Gabel": "Giant STL 36 Air, Luft, Federweg: 150mm",
"Federweg hinten": "140.0",
"Jahr": "2027"
},
"rawFeatures": [
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"625wh",
"Shimano Cues",
"Beschreibung"
],
"rawSizes": [
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": true,
"stockCount": null,
"price": 3999,
"seller": "Keller Fahrräder Wangen",
"deliveryNote": "Reguläre Lieferzeit 8 Tage"
}
],
"availabilityText": "sizes 1: 1 stocked, 0 gone, 0 unread",
"fetchedAt": "2026-09-26T05:41:34.918Z",
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"sellerOfSize": "XS",
"sellerId": "04c598ee-84fe-499c-9256-3d31c78d98b8",
"storeKey": "store_01KCRVNNKTQFFGFXEMBHJMM75R_eur",
"storeCity": "Wangen im Allgäu",
"storeCountry": "DE",
"storeDelivers": true,
"storeClickAndCollect": true,
"storeReservation": true,
"storeDeliveryTime": "P8D",
"shippingPrice": 75.5,
"hasMoreSellers": true,
"condition": "NEW",
"ctProductId": "c2c61d24-1cd2-4100-a7c9-29e6ec360360",
"shopCategory": "E-Fully",
"colourCount": 1,
"fetchedSku": "LIV_0000695173"
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"listingPath": [
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]
}