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Rafid Automotive Vehicle Value Estimate
x402
Rafid Automotive Vehicle Value Estimate is a paid API for AI agents from api.rafidsystem.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-10-10).
Estimates the current market value of a used vehicle based on its make, model, year, mileage, condition, and local market comparables
Price / call$0.25
Success—
StatusUnknown
How this service works
Rafid Agent API provides structured intelligence and paid APIs for AI agents across property, company and risk, supplier, finance, document, website, automotive, logistics, recruitment, trading, voice, video and business-planning workflows.
Output
Returns a structured JSON object containing the estimated vehicle value with confidence score (0–1) and level (e.g. high), currency-denominated market statistics (median price, average price, comparable count), itemized price adjustments (mileage, condition, options), methodology details (fallback level, depreciation method, dealer/private sale adjustments), risk flags, and disclaimer. Also includes enriched vehicle attributes such as expected mileage, age in years, and mileage-vs-expected percentage.
Example use cases
Pre-sale pricing for private seller
“I'm thinking of selling my 2020 Nissan Patrol SE, petrol, 4WD automatic, 95,000 km, good condition, no accidents, based in Dubai, UAE — what price should I list it for privately?”
Used car purchase due diligence
“Before I buy this 2019 Honda Accord 2.0T Sport from a dealer in Cairo, Egypt — it has 80,000 km, automatic, petrol, good condition with partial service history — can you give me a fair market value estimate so I know if the asking price is reasonable?”
Fleet asset valuation for finance team
“I need a market value estimate for a 2021 Toyota Hilux Revo GR Sport, diesel, 4WD, manual, 55,000 km, excellent condition, full service history, no accidents, in Riyadh, Saudi Arabia — we're updating our company fleet asset register.”
Technical details
Endpoint
POSThttps://api.rafidsystem.com/api/v1/x402/automotive/vehicle-value-estimate?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a structured, evidence-based vehicle valuation grounded in local market comparables, particularly for Middle Eastern markets (Oman, UAE, Saudi Arabia, etc.). It is ideal when you require confidence scoring, methodology transparency, and itemized adjustments rather than a simple price lookup. Prefer it over generic car valuation tools when your agent workflow needs machine-readable output with risk flags and depreciation details for downstream financial or fleet management decisions.
Side effects
- Insufficient comparable listings in the local market leading to lower confidence or fallback to broader market data
- Unknown or unsupported make/model/trim combination returning an error or low confidence estimate
- Missing required body fields (make, model, year, country) causing a 400 validation error
- Currency not supported for the requested country, resulting in currency exclusion flags
- Heuristic adjustments used when market data is sparse, flagged via riskFlags array
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"status": "estimated",
"vehicle": {
"city": "Muscat",
"make": "Toyota",
"trim": "GXR",
"year": 2022,
"color": "white",
"model": "Land Cruiser",
"engine": "4.0L V6",
"owners": 1,
"country": "Oman",
"options": [
"360 camera"
],
"ageYears": 5.1,
"bodyType": "suv",
"fuelType": "petrol",
"condition": "good",
"mileageKm": 68000,
"drivetrain": "4wd",
"countryCode": "OM",
"transmission": "automatic",
"serviceHistory": "full",
"accidentHistory": "none",
"expectedMileageKm": 127500,
"mileageVsExpectedPercent": -46.7
},
"currency": "OMR",
"vinCheck": null,
"riskFlags": [
"HEURISTIC_ADJUSTMENTS_USED"
],
"confidence": {
"level": "high",
"score": 0.94,
"factors": {},
"reasons": [
"10 comparable listing(s) used (12+ gives full weight to evidence volume)."
]
},
"disclaimer": "Estimate derived from available market evidence using deterministic methods. It is not a phys...",
"adjustments": [
{
"basis": "market_derived",
"factor": "mileage",
"reason": "Mileage (68,000 km) is above the comparable-market median (66,000 km); the market-derived mil...",
"impactAmount": -20,
"impactPercent": -0.1
}
],
"assumptions": [
"SYNTHETIC EXAMPLE: generated by the real valuation engine from fictional fixture listings (so..."
],
"marketStats": {
"medianPrice": 22875,
"averagePrice": 22920,
"comparableCount": 10,
"medianMileageKm": 64000,
"outliersExcluded": 2,
"recentListingCount": 8,
"pricePerKmAdjustment": -12.25,
"comparablesConsidered": 23,
"currencyExcludedCount": 0,
"priceDispersionPercent": 1.6
},
"methodology": {
"yearEffect": {
"basis": "not_needed",
"annualPercent": null
},
"fallbackLevel": "same_trim_same_year",
"mileageEffect": {
"basis": "market_derived",
"percentPer10000Km": -0.53
},
"outlierMethod": "Tukey IQR fences (1.5×IQR) on log normalized price for n ≥ 5; modified z-score > 3.5 on MAD f...",
"rangeHalfWidthPercent": 4,
"dealerBuyDiscountPercent": 10.5,
"fallbackLevelDescription": "Same trim and model year in the local market.",
"dealerRetailMarkupPercent": 11.6,
"privateSaleAdjustmentPercent": 1.8,
"listingNegotiationDiscountPercent": 3
},
"depreciation": {
"originalPriceSource": null,
"estimatedOriginalPrice": null,
"totalDepreciationAmount": null,
"totalDepreciationPercent": null,
"estimatedAnnualDepreciationPercent": null,
"marketImpliedAnnualDepreciationPercent": null
},
"dataFreshness": {
"recentWindowDays": 30,
"latestComparableAt": "2026-09-20T12:00:00.000Z",
"oldestComparableAt": "2026-08-19T12:00:00.000Z",
"recentListingCount": 8,
"medianComparableAgeDays": 17
},
"valuationDate": "2026-09-23",
"estimatedValue": {
"low": 22100,
"mid": 23000,
"high": 23900,
"currency": "OMR"
},
"marketCoverage": {
"region": "gcc",
"country": "Oman",
"countryCode": "OM",
"marketDataProviders": [
{
"id": "synthetic-oman-listings",
"status": "ok",
"comparablesReturned": 23
}
],
"liveMarketDataAvailable": true,
"regionalFallbackCountries": [
"AE"
],
"valuationParametersConfigured": true
},
"marketComparables": [
{
"city": "Muscat",
"make": "Toyota",
"trim": "GXR",
"year": 2022,
"model": "Land Cruiser",
"country": "OM",
"currency": "OMR",
"mileageKm": 71000,
"priceType": "listing",
"sourceUrl": "https://dealer-feed.example/listing/lc-om-3",
"observedAt": "2026-09-14T12:00:00.000Z",
"sourceName": "synthetic-dealer-feed",
"askingPrice": 23300,
"similarityScore": 0.99,
"originalCurrency": "OMR",
"originalAskingPrice": 23300
}
],
"currencyConversion": {
"conversions": [],
"resultCurrency": "OMR",
"sourcesConfigured": []
},
"askingPriceAnalysis": {
"askingPrice": 22500,
"marketPosition": "near_market",
"differenceFromMid": -500,
"differencePercent": -2.17,
"thresholdsPercent": {
"above": 5,
"below": -5,
"wellAbove": 15,
"wellBelow": -15
},
"withinEstimatedRange": true
},
"estimatedDealerBuyPrice": 20600,
"estimatedPrivateSalePrice": 23400,
"estimatedDealerRetailPrice": 25700
}
}Tags
x402
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