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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,073 listings found

2017 Ford Taurus SE

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

2017 Ford Taurus SE

Williamsburg, VA

Unscored
$7,63493,806 mi

Comparison: 6 similar vehicles

Williamsburg, VA

2012 Toyota Highlander SE

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

2012 Toyota Highlander SE

Williamsburg, VA

Unscored
$7,782261,062 mi

Comparison: 23 similar vehicles

Williamsburg, VA

1998 BMW Z3 ROADSTER

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

1998 BMW Z3 ROADSTER

Williamsburg, VA

UnscoredInsufficient · 0
$7,99572,839 mi

Williamsburg, VA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Williamsburg, VA

Fair PriceLimited · 15
$8,25292,732 mi

Market: $3,999 – $8,799

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Williamsburg, VA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Williamsburg, VA

Unscored
$8,490179,106 mi

Comparison: 8 similar vehicles

Williamsburg, VA

2016 Buick Regal Base

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

2016 Buick Regal Base

Williamsburg, VA

UnscoredInsufficient · 0
$8,492131,093 mi

Williamsburg, VA

2007 Cadillac DTS V8

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

2007 Cadillac DTS V8

Williamsburg, VA

UnscoredInsufficient · 4
$8,634165,020 mi

Comparison: 4 similar vehicles

Williamsburg, VA

No Photo

2012 Mazda MAZDA3 i Touring

Williamsburg, VA

Unscored
$8,990144,175 mi

Comparison: 33 similar vehicles

Williamsburg, VA

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Williamsburg, VA

UnscoredInsufficient · 0
$9,575163,204 mi

Williamsburg, VA

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Williamsburg, VA

Unscored
$10,231122,228 mi

Comparison: 45 similar vehicles

Williamsburg, VA

2020 Hyundai Tucson Value

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

2020 Hyundai Tucson Value

Williamsburg, VA

Unscored
$10,634147,982 mi

Comparison: 15 similar vehicles

Williamsburg, VA

2011 Subaru Impreza Outback Sport

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

2011 Subaru Impreza Outback Sport

Williamsburg, VA

UnscoredInsufficient · 0
$10,885141,336 mi

Williamsburg, VA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Williamsburg, VA

Unscored
$10,893123,014 mi

Comparison: 18 similar vehicles

Williamsburg, VA

2017 Buick Envision Essence

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

2017 Buick Envision Essence

Williamsburg, VA

Unscored
$11,490161,243 mi

Comparison: 5 similar vehicles

Williamsburg, VA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Williamsburg, VA

Unscored
$11,895124,995 mi

Comparison: 15 similar vehicles

Williamsburg, VA

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Williamsburg, VA

Unscored
$11,990137,392 mi

Comparison: 28 similar vehicles

Williamsburg, VA

2018 GMC Acadia Denali

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

2018 GMC Acadia Denali

Williamsburg, VA

Unscored
$12,935144,383 mi

Comparison: 10 similar vehicles

Williamsburg, VA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Williamsburg, VA

UnscoredInsufficient · 4
$13,490100,782 mi

Comparison: 4 similar vehicles

Williamsburg, VA

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Williamsburg, VA

Unscored
$13,490133,064 mi

Comparison: 9 similar vehicles

Williamsburg, VA

2007 Mazda MX-5 Miata Touring

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

2007 Mazda MX-5 Miata Touring

Williamsburg, VA

UnscoredInsufficient · 0
$13,56361,872 mi

Williamsburg, VA

2016 Hyundai Tucson Limited

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

2016 Hyundai Tucson Limited

Williamsburg, VA

Fair PriceLimited · 10
$13,69783,724 mi

Market: $8,495 – $17,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Williamsburg, VA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Williamsburg, VA

Unscored
$13,990209,227 mi

Comparison: 34 similar vehicles

Williamsburg, VA

2017 Ford Escape SE

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

2017 Ford Escape SE

Williamsburg, VA

OverpricedModerate · 21
$13,990111,379 mi

Market: $8,550 – $12,998

Comparison: 21 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Williamsburg, VA

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Williamsburg, VA

Fair PriceModerate · 32
$14,000115,144 mi

Market: $6,800 – $17,993

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Williamsburg, VA

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Williamsburg, VA

Unscored
$14,56155,740 mi

Comparison: 6 similar vehicles

Williamsburg, VA

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Williamsburg, VA

Unscored
$14,601155,059 mi

Comparison: 50 similar vehicles

Williamsburg, VA

2020 Ford Transit Connect XLT

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

2020 Ford Transit Connect XLT

Williamsburg, VA

Fair PriceLimited · 18
$14,63481,638 mi

Market: $10,995 – $19,745

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Williamsburg, VA

2018 Jeep Compass Sun & Wheel

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

2018 Jeep Compass Sun & Wheel

Williamsburg, VA

UnscoredInsufficient · 0
$14,86483,617 mi

Williamsburg, VA

2018 Toyota C-HR XLE

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

2018 Toyota C-HR XLE

Williamsburg, VA

Fair PriceModerate · 29
$14,87689,890 mi

Market: $8,995 – $17,999

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Williamsburg, VA

2013 Lexus ES 350

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

2013 Lexus ES 350

Williamsburg, VA

Unscored
$14,895101,949 mi

Comparison: 5 similar vehicles

Williamsburg, VA

2019 Kia Niro LX

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

2019 Kia Niro LX

Williamsburg, VA

Fair PriceLimited · 11
$14,99072,726 mi

Market: $7,500 – $16,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Williamsburg, VA

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Williamsburg, VA

UnscoredInsufficient · 3
$15,66879,695 mi

Comparison: 3 similar vehicles

Williamsburg, VA

2021 Kia Seltos EX

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

2021 Kia Seltos EX

Williamsburg, VA

Fair PriceModerate · 39
$15,990105,792 mi

Market: $11,498 – $19,498

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Williamsburg, VA

2019 Jeep Compass Sport

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

2019 Jeep Compass Sport

Williamsburg, VA

OverpricedLimited · 16
$16,23663,783 mi

Market: $9,995 – $15,171

Comparison: 16 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Williamsburg, VA

2021 Kia Soul EX

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

2021 Kia Soul EX

Williamsburg, VA

UnscoredInsufficient · 0
$16,24750,643 mi

Williamsburg, VA

2023 Nissan Sentra SR

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

2023 Nissan Sentra SR

Williamsburg, VA

Fair PriceModerate · 46
$16,490102,172 mi

Market: $14,895 – $20,294

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Williamsburg, VA

2018 GMC Acadia SLT-1

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

2018 GMC Acadia SLT-1

Williamsburg, VA

Fair PriceRobust · 68
$16,49098,715 mi

Market: $7,899 – $19,875

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Williamsburg, VA

2018 Jeep Grand Cherokee Limited Sterling Edition

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

2018 Jeep Grand Cherokee Limited Sterling Edition

Williamsburg, VA

Fair PriceRobust · 60
$16,690107,984 mi

Market: $12,608 – $19,995

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Williamsburg, VA

2020 Jeep Renegade Trailhawk

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

2020 Jeep Renegade Trailhawk

Williamsburg, VA

UnscoredInsufficient · 0
$16,94956,876 mi

Williamsburg, VA

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Williamsburg, VA

OverpricedLimited · 11
$16,99065,143 mi

Market: $12,995 – $16,590

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Williamsburg, VA

2013 Toyota 4Runner Limited

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

2013 Toyota 4Runner Limited

Williamsburg, VA

UnscoredInsufficient · 3
$16,990229,342 mi

Comparison: 3 similar vehicles

Williamsburg, VA

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Williamsburg, VA

Unscored
$17,25490,230 mi

Comparison: 9 similar vehicles

Williamsburg, VA

2021 Hyundai Kona SEL Plus

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

2021 Hyundai Kona SEL Plus

Williamsburg, VA

UnscoredInsufficient · 0
$17,36968,126 mi

Williamsburg, VA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Williamsburg, VA

Fair PriceModerate · 32
$17,75061,681 mi

Market: $15,249 – $21,894

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Williamsburg, VA

2022 Hyundai Elantra Limited

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

2022 Hyundai Elantra Limited

Williamsburg, VA

Fair PriceRobust · 73
$17,75891,698 mi

Market: $16,500 – $18,964

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Williamsburg, VA

No Photo

2022 Nissan Sentra SR

Williamsburg, VA

Fair PriceModerate · 45
$17,99081,468 mi

Market: $11,495 – $20,195

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Williamsburg, VA

2020 Buick Encore GX Essence

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

2020 Buick Encore GX Essence

Williamsburg, VA

OverpricedLimited · 12
$18,49074,616 mi

Market: $13,923 – $14,200

Comparison: 12 similar vehicles

Priced ~30% above the typical market range for similar vehicles (based on current market benchmarks)

Williamsburg, VA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Williamsburg, VA

Fair PriceRobust · 68
$18,75056,080 mi

Market: $18,398 – $21,000

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Williamsburg, VA

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

Williamsburg, VA

Unscored
$18,99056,714 mi

Comparison: 20 similar vehicles

Williamsburg, VA

2023 Kia Soul LX

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

2023 Kia Soul LX

Williamsburg, VA

Unscored
$18,9908,609 mi

Comparison: 18 similar vehicles

Williamsburg, VA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 recently 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.
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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