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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

65 listings found

2013 Nissan LEAF S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan LEAF S

Santa Fe, NM

UnscoredInsufficient · 0
$5,98229,864 mi

Santa Fe, NM

2015 Tesla Model S 70D

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Tesla Model S 70D

Santa Fe, NM

UnscoredInsufficient · 0
$18,59070,780 mi

Santa Fe, NM

2024 Nissan LEAF SV PLUS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan LEAF SV PLUS

Santa Fe, NM

UnscoredInsufficient · 0
$18,99818,021 mi

Santa Fe, NM

2023 Volkswagen ID.4 PRO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Volkswagen ID.4 PRO

Santa Fe, NM

UnscoredInsufficient · 3
$19,99240,143 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2022 Volkswagen ID.4 PRO S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Volkswagen ID.4 PRO S

Santa Fe, NM

UnscoredInsufficient · 0
$20,88734,628 mi

Santa Fe, NM

2021 Volkswagen ID.4 PRO S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Volkswagen ID.4 PRO S

Santa Fe, NM

UnscoredInsufficient · 0
$21,67730,492 mi

Santa Fe, NM

2019 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Tesla Model 3 Base

Santa Fe, NM

UnscoredLimited · 8
$22,62876,969 mi

Comparison: 8 similar vehicles

Santa Fe, NM

2023 Volkswagen ID.4 PRO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Volkswagen ID.4 PRO

Santa Fe, NM

UnscoredInsufficient · 4
$23,47427,171 mi

Comparison: 4 similar vehicles

Santa Fe, NM

2021 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Tesla Model 3 Base

Santa Fe, NM

Fair PriceModerate · 21
$23,98388,081 mi

Market: $20,384 – $27,383

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Santa Fe, NM

2023 Subaru SOLTERRA Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Subaru SOLTERRA Limited

Santa Fe, NM

UnscoredInsufficient · 0
$24,98629,086 mi

Santa Fe, NM

2024 Volkswagen ID.4 PRO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Volkswagen ID.4 PRO

Santa Fe, NM

UnscoredInsufficient · 0
$25,68424,405 mi

Santa Fe, NM

2023 Audi Q4 e-tron Premium Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Audi Q4 e-tron Premium Plus

Santa Fe, NM

UnscoredInsufficient · 0
$25,99652,712 mi

Santa Fe, NM

2024 Chevrolet Equinox EV LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Equinox EV LT

Santa Fe, NM

UnscoredInsufficient · 0
$25,99722,336 mi

Santa Fe, NM

2021 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Tesla Model 3 Base

Moriarty, NM

Fair PriceModerate · 26
$26,59074,514 mi

Market: $20,384 – $27,383

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Moriarty, NM

2021 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Tesla Model 3 Base

Santa Fe, NM

OverpricedModerate · 21
$27,38377,004 mi

Market: $20,384 – $26,590

Comparison: 21 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Santa Fe, NM

2020 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Tesla Model 3 Base

Bernalillo, NM

OverpricedLimited · 16
$27,60070,271 mi

Market: $20,384 – $26,384

Comparison: 16 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Bernalillo, NM

2023 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Tesla Model 3 Base

Santa Fe, NM

UnscoredInsufficient · 0
$27,98239,763 mi

Santa Fe, NM

2024 Honda Prologue Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Honda Prologue Touring

Santa Fe, NM

UnscoredInsufficient · 0
$27,99821,065 mi

Santa Fe, NM

2024 Hyundai IONIQ 5 SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Hyundai IONIQ 5 SE

Santa Fe, NM

UnscoredInsufficient · 0
$28,49514,977 mi

Santa Fe, NM

2024 Honda Prologue Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Honda Prologue Touring

Santa Fe, NM

UnscoredInsufficient · 0
$29,39812,306 mi

Santa Fe, NM

2027 Chevrolet Bolt LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Bolt LT

Santa Fe, NM

UnscoredInsufficient · 0
$29,4801,356 mi

Santa Fe, NM

2023 Audi Q4 e-tron Prestige

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Audi Q4 e-tron Prestige

Santa Fe, NM

UnscoredInsufficient · 0
$29,97235,156 mi

Santa Fe, NM

2024 Hyundai IONIQ 5 SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Hyundai IONIQ 5 SEL

Santa Fe, NM

UnscoredInsufficient · 3
$30,1757,998 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2022 Tesla Model 3 Long Range

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Tesla Model 3 Long Range

Santa Fe, NM

UnscoredInsufficient · 0
$30,38834,501 mi

Santa Fe, NM

2027 Chevrolet Bolt LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Bolt LT

Moriarty, NM

Fair PriceLimited · 14
$30,439Mileage not verified

Market: $29,476 – $32,448

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Moriarty, NM

2023 Volvo XC40 Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Volvo XC40 Plus

Albuquerque, NM

UnscoredInsufficient · 0
$30,49731,700 mi

Albuquerque, NM

2023 Volvo XC40 Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Volvo XC40 Plus

Albuquerque, NM

UnscoredInsufficient · 0
$30,99921,948 mi

Albuquerque, NM

2023 Ford Mustang Mach-E Premium AWD

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Mustang Mach-E Premium AWD

Edgewood, NM

UnscoredInsufficient · 0
$32,99526,393 mi

Edgewood, NM

2027 Chevrolet Bolt RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Bolt RS

Santa Fe, NM

UnscoredLimited · 7
$33,484Mileage not verified

Comparison: 7 similar vehicles

Santa Fe, NM

2024 Hyundai IONIQ 5 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Hyundai IONIQ 5 Limited

Santa Fe, NM

UnscoredInsufficient · 0
$33,9988,396 mi

Santa Fe, NM

2024 Ford Mustang Mach-E Premium AWD

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Mustang Mach-E Premium AWD

Santa Fe, NM

UnscoredInsufficient · 0
$35,66218,908 mi

Santa Fe, NM

2027 Chevrolet Bolt RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Bolt RS

Santa Fe, NM

UnscoredLimited · 7
$36,174Mileage not verified

Comparison: 7 similar vehicles

Santa Fe, NM

2024 Audi Q4 e-tron Prestige

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Audi Q4 e-tron Prestige

Santa Fe, NM

UnscoredInsufficient · 0
$36,67521,391 mi

Santa Fe, NM

2024 Audi Q8 e-tron Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Audi Q8 e-tron Premium

Santa Fe, NM

UnscoredInsufficient · 0
$37,32433,447 mi

Santa Fe, NM

2025 Tesla Model 3 Long Range

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Tesla Model 3 Long Range

Santa Fe, NM

UnscoredInsufficient · 0
$37,38336,108 mi

Santa Fe, NM

2026 Volvo EX30 Ultra

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Volvo EX30 Ultra

Santa Fe, NM

UnscoredInsufficient · 0
$37,9301,254 mi

Santa Fe, NM

2022 Ford F-150 Lightning Pro

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford F-150 Lightning Pro

Santa Fe, NM

UnscoredInsufficient · 0
$39,99816,278 mi

Santa Fe, NM

2026 Volvo EX30 Ultra

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Volvo EX30 Ultra

Albuquerque, NM

UnscoredInsufficient · 3
$42,545Mileage not verified

Comparison: 3 similar vehicles

Albuquerque, NM

2026 Volvo EX30 Ultra

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Volvo EX30 Ultra

Albuquerque, NM

UnscoredInsufficient · 3
$42,545Mileage not verified

Comparison: 3 similar vehicles

Albuquerque, NM

2026 Kia EV6 Wind

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Kia EV6 Wind

Santa Fe, NM

UnscoredInsufficient · 0
$42,779Mileage not verified

Santa Fe, NM

2023 Ford F-150 Lightning XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford F-150 Lightning XLT

Edgewood, NM

UnscoredInsufficient · 0
$42,93216,914 mi

Edgewood, NM

2026 Volvo EX30 Ultra

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Volvo EX30 Ultra

Albuquerque, NM

UnscoredInsufficient · 3
$43,545Mileage not verified

Comparison: 3 similar vehicles

Albuquerque, NM

2026 Volkswagen ID.4 PRO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Volkswagen ID.4 PRO

Santa Fe, NM

UnscoredInsufficient · 4
$43,931Mileage not verified

Comparison: 4 similar vehicles

Santa Fe, NM

2027 Hyundai IONIQ 5 SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai IONIQ 5 SEL

Santa Fe, NM

UnscoredInsufficient · 0
$44,489Mileage not verified

Santa Fe, NM

2024 Kia EV9 Land

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Kia EV9 Land

Santa Fe, NM

UnscoredInsufficient · 0
$44,99820,142 mi

Santa Fe, NM

2027 Hyundai IONIQ 5 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai IONIQ 5 Limited

Santa Fe, NM

UnscoredInsufficient · 3
$45,444Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2027 Hyundai IONIQ 5 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai IONIQ 5 Limited

Santa Fe, NM

UnscoredInsufficient · 3
$45,944Mileage not verified

Comparison: 3 similar vehicles

Santa Fe, NM

2027 Hyundai IONIQ 5 XRT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Hyundai IONIQ 5 XRT

Santa Fe, NM

UnscoredInsufficient · 0
$46,639Mileage not verified

Santa Fe, NM

2026 Volvo EX30 Ultra

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Volvo EX30 Ultra

Albuquerque, NM

UnscoredInsufficient · 3
$50,045Mileage not verified

Comparison: 3 similar vehicles

Albuquerque, NM

2027 Toyota bZ Woodland

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota bZ Woodland

Santa Fe, NM

UnscoredLimited · 6
$50,101Mileage not verified

Comparison: 6 similar vehicles

Santa Fe, NM

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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