← Review table (gravel) · shopper page
liquid-life:10233635930421 · source URL · confidence 0.64
Cannot win: confidence 0.64 below 0.75
| retailer label | alpha | comparable cm | match | mapping | in stock | variant price | evidence |
|---|---|---|---|---|---|---|---|
| S | S | — | unknown | unsupported | no | €4.199 | — |
| M | M | — | unknown | unsupported | yes | €3.195 | — |
| L | L | — | unknown | unsupported | no | €4.199 | — |
| XL | XL | — | unknown | unsupported | no | €4.199 | — |
| XS | XS | — | unknown | unsupported | no | €4.199 | — |
| 2XS | XXS | — | unknown | unsupported | no | €4.199 | — |
| mapping | unsupported |
|---|---|
| reason | "S" is a letter size and there is no reviewed Pivot equivalence to convert it. |
A shopper asking for: 54 → nothing compatible · 56 → nothing compatible · 58 → nothing compatible · 60 → nothing compatible
Only listing of this configuration — nothing to merge.
| field | source | evidence |
|---|---|---|
| brand | retailer:liquid-life / parse | Pivot |
| model | retailer:liquid-life / derived | Pivot Vault Pro Apex Mossy Forest 2026 |
| modelYear | retailer:liquid-life / parse | Pivot Vault Pro Apex Mossy Forest 2026 |
| category | retailer:liquid-life / derived | retailer taxonomy |
| groupsetFamily | retailer:liquid-life / dictionary | SRAM Apex 12-Speed || SRAM Apex Eagle 12-Speed |
| electronicShifting | retailer:liquid-life / derived | SRAM Apex 12-Speed || SRAM Apex Eagle 12-Speed |
| speeds | retailer:liquid-life / parse | 12-Speed |
| brakePistons | retailer:liquid-life / parse | 2-piston |
| suspension | retailer:liquid-life / derived | no suspension fork and no rear shock on a drop-bar listing |
| fork | retailer:liquid-life / dictionary | Pivot Vault Carbon |
| dropperPost | retailer:liquid-life / derived | seatpost row "Phoenix Pro ISO Flex Carbon" names no dropper, in a 17-field spec table |
| wheelSize | retailer:liquid-life / parse | 28 |
| powerMeter | retailer:liquid-life / derived | absent from a 17-field spec table |
| availability | retailer:liquid-life / derived | 1 of 6 variants in stock |
info single-size-only — Only one size is in stock (M).high frame-material-unknown — Frame material could not be established.info wheel-material-unknown — Wheel material could not be established.{
"frameScore": 8,
"drivetrainScore": 19,
"wheelScore": 5,
"extrasScore": 0,
"suspensionScore": 0,
"weightAdjustment": 0,
"equipmentValue": 32,
"notes": [
"Frame material unknown: scored below aluminium rather than assumed.",
"SRAM Apex = 19.",
"Wheels unknown: scored level with basic aluminium, which is neither a reward for omitting the wheelset nor a penalty for naming a cheap one.",
"Weight not published: no weight adjustment either way."
],
"marketPrice": 1503,
"valueScore": 0.47,
"savingsVsMarket": -1692
}
{
"requested": [
"frameMaterial",
"wheelMaterial",
"wheelTier",
"brakes",
"weightKg"
],
"applied": [],
"rejected": [],
"notes": "The source lists 'Rahmen: Vault' but does not state the frame material, so frameMaterial is null. Wheel construction or wheelset model is not specified (only tyre model is given), so wheelMaterial and wheelTier are null. 'Bremsen: SRAM Apex 2-piston' is provided but the text does not explicitly state 'hydraulic' or 'disc', so brakes cannot be deterministically mapped to the allowed vocabulary and is set to null. No overall bike weight is given. I filled other groupset-related fields where the source explicitly names components. All non-established fields are deliberately null per the extraction rules.",
"raw": {
"frameMaterial": {
"value": null,
"evidence": null,
"confidence": 0.2
},
"groupsetBrand": {
"value": "SRAM",
"evidence": "Schaltwerk: SRAM Apex Eagle 12-Speed",
"confidence": 0.9
},
"groupsetFamily": {
"value": "Apex",
"evidence": "Schaltwerk: SRAM Apex Eagle 12-Speed",
"confidence": 0.9
},
"electronicShifting": {
"value": "false",
"evidence": "Schaltwerk: SRAM Apex Eagle 12-Speed",
"confidence": 0.8
},
"speeds": {
"value": "12",
"evidence": "Schaltwerk: SRAM Apex Eagle 12-Speed",
"confidence": 0.95
},
"mixedGroupset": {
"value": "true",
"evidence": "Schaltwerk: SRAM Apex Eagle 12-Speed\nSchalthebel: SRAM Apex 12-Speed\nKette: SRAM GX Eagle 12-Speed\nKurbel: SRAM Apex 1 Wide DUB 40t",
"confidence": 0.9
},
"wheelMaterial": {
"value": null,
"evidence": null,
"confidence": 0.2
},
"wheelTier": {
"value": null,
"evidence": null,
"confidence": 0.2
},
"brakes": {
"value": null,
"evidence": null,
"confidence": 0.2
},
"weightKg": {
"value": null,
"evidence": null,
"confidence": 0.2
},
"powerMeter": {
"value": null,
"evidence": null,
"confidence": 0.2
},
"notes": "The source lists 'Rahmen: Vault' but does not state the frame material, so frameMaterial is null. Wheel construction or wheelset model is not specified (only tyre model is given), so wheelMaterial and wheelTier are null. 'Bremsen: SRAM Apex 2-piston' is provided but the text does not explicitly state 'hydraulic' or 'disc', so brakes cannot be deterministically mapped to the allowed vocabulary and is set to null. No overall bike weight is given. I filled other groupset-related fields where the source explicitly names components. All non-established fields are deliberately null per the extraction rules."
}
}
{
"id": "liquid-life:10233635930421",
"retailer": "liquid-life",
"retailerProductId": "10233635930421",
"productUrl": "https://www.liquid-life.de/products/pivot-vault-pro-apex-mossy-forest-2026",
"brand": "Pivot",
"model": "Vault Pro Apex Mossy Forest",
"modelYear": 2026,
"category": "gravel",
"categoryBasis": "route",
"sourceCategory": "gravel",
"price": 3195,
"originalPrice": 4199,
"currency": "EUR",
"discountPercent": 24,
"frameMaterial": "unknown",
"frameModel": "Vault",
"frameTier": null,
"groupsetBrand": "SRAM",
"groupsetFamily": "Apex",
"groupsetGeneration": null,
"electronicShifting": false,
"speeds": 12,
"mixedGroupset": false,
"groupsetComponents": {
"shifters": "Apex",
"rearDerailleur": "Apex",
"crank": "Apex"
},
"groupsetTierSpread": 0,
"crank": "SRAM Apex 1 Wide DUB 40t",
"cassette": "SRAM PG-1230 11-50t",
"brakes": "unknown",
"brakePistons": 2,
"brakeTier": "unknown",
"suspension": "none",
"fork": {
"make": null,
"line": null,
"tier": "rigid",
"travelMm": 0
},
"rearShock": null,
"dropperPost": false,
"beltDrive": null,
"hubDynamo": null,
"rack": null,
"mudguards": null,
"chaincase": null,
"kickstand": null,
"lighting": null,
"wheelSize": "28",
"wheelset": null,
"wheelMaterial": "unknown",
"wheelTier": "unknown",
"tyres": "WTB Vulpine 700c x 40mm TCS Light/Fast Rolling 120TPI Dual DNA SG2 WTB Vulpine 700c x 40mm TCS Light/Fast Rolling 120TPI Dual DNA GS2",
"weightKg": null,
"powerMeter": false,
"powerMeterKind": null,
"availableSizes": [
{
"rawSize": "S",
"size": "S",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "M",
"size": "M",
"sizeCm": null,
"inStock": true,
"stockCount": null,
"price": 3195,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "L",
"size": "L",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XL",
"size": "XL",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "2XS",
"size": null,
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
}
],
"seller": null,
"availability": "limited",
"gtins": [],
"imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/00VLTV670AAPX--GMMMDSTDHN.webp?v=1758717803",
"rawTitle": "Pivot Vault Pro Apex Mossy Forest 2026",
"fetchedAt": "2026-09-19T05:08:31.355Z",
"normalizationConfidence": 0.64,
"warnings": [
{
"code": "single-size-only",
"message": "Only one size is in stock (M).",
"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"
}
]
}
{
"Rahmen": "Vault",
"Steuersatz": "Token C-Box Semi-integrated Headset",
"Gabel": "Pivot Vault Carbon",
"Reifen": "WTB Vulpine 700c x 40mm TCS Light/Fast Rolling 120TPI Dual DNA SG2 WTB Vulpine 700c x 40mm TCS Light/Fast Rolling 120TPI Dual DNA GS2",
"Laufradgröße": "28\"",
"Schaltwerk": "SRAM Apex Eagle 12-Speed",
"Schalthebel": "SRAM Apex 12-Speed",
"Kette": "SRAM GX Eagle 12-Speed",
"Kurbel": "SRAM Apex 1 Wide DUB 40t",
"Kassette": "SRAM PG-1230 11-50t",
"Bremsen": "SRAM Apex 2-piston",
"Lenker": "Phoenix Sport Gravel Aluminum - 40cm (XXS-XS), 42cm (SM), 44cm (MD-LG), 46cm (XL)",
"Vorbau": "Phoenix Gravel Stem 31.8mm- 60mm(XXS-XS), 70mm(SM-XL)",
"Sattel": "WTB Gravelier - Chromoly Rail",
"Sattelstütze": "Phoenix Pro ISO Flex Carbon",
"Pedale": "nicht im Lieferumfang enthalten",
"Disziplin": "Gravelbike"
}
{
"retailer": "liquid-life",
"retailerProductId": "10233635930421",
"productUrl": "https://www.liquid-life.de/products/pivot-vault-pro-apex-mossy-forest-2026",
"extractionMethod": "public-json-api",
"sourceCategory": "gravel",
"rawTitle": "Pivot Vault Pro Apex Mossy Forest 2026",
"rawBrand": "Pivot",
"price": 3195,
"originalPrice": 4199,
"currency": "EUR",
"imageUrl": "https://cdn.shopify.com/s/files/1/0783/9134/5461/files/00VLTV670AAPX--GMMMDSTDHN.webp?v=1758717803",
"rawSpecifications": {
"Rahmen": "Vault",
"Steuersatz": "Token C-Box Semi-integrated Headset",
"Gabel": "Pivot Vault Carbon",
"Reifen": "WTB Vulpine 700c x 40mm TCS Light/Fast Rolling 120TPI Dual DNA SG2 WTB Vulpine 700c x 40mm TCS Light/Fast Rolling 120TPI Dual DNA GS2",
"Laufradgröße": "28\"",
"Schaltwerk": "SRAM Apex Eagle 12-Speed",
"Schalthebel": "SRAM Apex 12-Speed",
"Kette": "SRAM GX Eagle 12-Speed",
"Kurbel": "SRAM Apex 1 Wide DUB 40t",
"Kassette": "SRAM PG-1230 11-50t",
"Bremsen": "SRAM Apex 2-piston",
"Lenker": "Phoenix Sport Gravel Aluminum - 40cm (XXS-XS), 42cm (SM), 44cm (MD-LG), 46cm (XL)",
"Vorbau": "Phoenix Gravel Stem 31.8mm- 60mm(XXS-XS), 70mm(SM-XL)",
"Sattel": "WTB Gravelier - Chromoly Rail",
"Sattelstütze": "Phoenix Pro ISO Flex Carbon",
"Pedale": "nicht im Lieferumfang enthalten",
"Disziplin": "Gravelbike"
},
"rawFeatures": [
"Pivot Vault Pro Apex Mossy Forest 2026",
"Komfort ohne Kompromisse",
"Das neue Vault fühlt sich dazu berufen bei Rennen zu gewinnen. Trotzdem hebt das Bike Komfort und Vertrauen auf ein neues Niveau. Wir haben unsere Seizing erweitert, um das Fahrgefühl für alle zu verbessern. Die progressive Geometrie sorgt nicht nur für Stabilität auf leichtem Schotter, sondern hilft auch, in weniger zivilisiertem Gelände die Kontrolle zu bewahren.",
"Schnell und vielfältig einsetzbar",
"Das neue Vault ist sowohl mit vollintegrierter als auch mit halbintegrierter Kabelführung kompatibel. So kannst du dein Setup an deine spezifischen Anforderungen anpassen. Egal, ob du eine schlanke, rennorientierte Ausstattungsvariante oder eine für längere Strecken bevorzugst, die Anpassungsfähigkeit des Vaults macht es zur idealen Wahl für Gravel-Fahrer:innen, die Wert auf Leistung und Personalisierung legen.",
"Bereit für alle Abenteuer",
"Das neue Vault ist vielseitiger denn je. Mit unserem Rahmenstaufach Toolshed™ hast du alles Wichtige immer griffbereit. Perfekt für kurze Fahrten und ausgedehnte Touren mit viel Ausrüstung und alles, was dazwischen liegt. Das Vault kann mit 1-fach- oder mit 2-fach-Antrieb bestellt werden. Je nach dem, was besser zu deinem Fahrstil passt."
],
"rawSizes": [
{
"rawSize": "S",
"size": "S",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "M",
"size": "M",
"sizeCm": null,
"inStock": true,
"stockCount": null,
"price": 3195,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "L",
"size": "L",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XL",
"size": "XL",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "XS",
"size": "XS",
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
},
{
"rawSize": "2XS",
"size": null,
"sizeCm": null,
"inStock": false,
"stockCount": null,
"price": 4199,
"preorder": false,
"deliveryNote": null
}
],
"availabilityText": "1 of 6 variants in stock",
"fetchedAt": "2026-09-19T05:08:31.355Z",
"sourceMeta": {
"shopifyProductId": 10233635930421,
"handle": "pivot-vault-pro-apex-mossy-forest-2026",
"productType": "Gravelbike",
"tags": [
"AVAILABLE_AT_Liquid-Life Store Bielefeld",
"Einzelstueck",
"Fahrrad",
"Gravelbike",
"Klaviyo-Sale",
"Pivot",
"Race",
"Sale",
"UVP20"
],
"variantSkus": [
"654515",
"654514",
"654513",
"654512",
"654511",
"654510"
]
}
}