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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 6, 2026

7.1M+

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

1,087 listings found

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Dover, NJ

Unscored
$2,799150,370 mi

Comparison: 11 similar vehicles

Dover, NJ

2015 Mitsubishi Mirage DE

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

2015 Mitsubishi Mirage DE

Dover, NJ

Unscored
$3,298124,088 mi

Comparison: 8 similar vehicles

Dover, NJ

2003 Volvo S60 2.4

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

2003 Volvo S60 2.4

Dover, NJ

UnscoredInsufficient · 0
$3,900136,774 mi

Dover, NJ

2014 Kia Soul Base

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

2014 Kia Soul Base

Dover, NJ

Unscored
$4,298117,180 mi

Comparison: 9 similar vehicles

Dover, NJ

2013 Nissan Xterra X

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

2013 Nissan Xterra X

Dover, NJ

UnscoredInsufficient · 0
$4,298199,865 mi

Dover, NJ

2010 Nissan Frontier LE

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

2010 Nissan Frontier LE

Dover, NJ

UnscoredInsufficient · 3
$4,298185,733 mi

Comparison: 3 similar vehicles

Dover, NJ

2005 Mercedes-Benz S-Class S600

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

2005 Mercedes-Benz S-Class S600

Dover, NJ

UnscoredInsufficient · 0
$4,899168,676 mi

Dover, NJ

2010 Honda Accord LX

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

2010 Honda Accord LX

Dover, NJ

Unscored
$4,900226,126 mi

Comparison: 7 similar vehicles

Dover, NJ

2017 Nissan Murano S

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

2017 Nissan Murano S

Dover, NJ

Unscored
$4,999141,503 mi

Comparison: 6 similar vehicles

Dover, NJ

2013 BMW 3 Series 320i

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

2013 BMW 3 Series 320i

Dover, NJ

Unscored
$4,999151,246 mi

Comparison: 7 similar vehicles

Dover, NJ

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Dover, NJ

UnscoredInsufficient · 4
$4,999158,373 mi

Comparison: 4 similar vehicles

Dover, NJ

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Dover, NJ

UnscoredInsufficient · 3
$4,999132,334 mi

Comparison: 3 similar vehicles

Dover, NJ

2001 Lincoln Town Car Executive

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

2001 Lincoln Town Car Executive

Dover, NJ

UnscoredInsufficient · 0
$4,999170,621 mi

Dover, NJ

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Dover, NJ

Unscored
$5,299130,802 mi

Comparison: 5 similar vehicles

Dover, NJ

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Dover, NJ

UnscoredInsufficient · 3
$5,499169,673 mi

Comparison: 3 similar vehicles

Dover, NJ

2012 Honda Ridgeline RTL

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

2012 Honda Ridgeline RTL

Dover, NJ

Unscored
$5,699189,449 mi

Comparison: 11 similar vehicles

Dover, NJ

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Dover, NJ

Unscored
$5,799188,611 mi

Comparison: 7 similar vehicles

Dover, NJ

2014 Mercedes-Benz GL-Class GL450

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

2014 Mercedes-Benz GL-Class GL450

Dover, NJ

Unscored
$5,799115,421 mi

Comparison: 14 similar vehicles

Dover, NJ

2014 MINI Cooper S

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

2014 MINI Cooper S

Dover, NJ

Unscored
$5,79983,342 mi

Comparison: 18 similar vehicles

Dover, NJ

2007 Toyota Camry Solara SLE

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

2007 Toyota Camry Solara SLE

Dover, NJ

UnscoredInsufficient · 0
$5,900160,395 mi

Dover, NJ

2012 Audi A7 Premium

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

2012 Audi A7 Premium

Dover, NJ

Unscored
$6,298163,718 mi

Comparison: 5 similar vehicles

Dover, NJ

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Dover, NJ

Fair PriceRobust · 62
$6,500111,714 mi

Market: $2,500 – $11,490

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Dover, NJ

2004 Nissan Maxima SE

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

2004 Nissan Maxima SE

Dover, NJ

UnscoredInsufficient · 0
$6,500112,714 mi

Dover, NJ

2016 Land Rover Discovery Sport HSE LUX

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

2016 Land Rover Discovery Sport HSE LUX

Dover, NJ

UnscoredInsufficient · 3
$6,79993,772 mi

Comparison: 3 similar vehicles

Dover, NJ

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Dover, NJ

UnscoredInsufficient · 0
$6,79957,010 mi

Dover, NJ

2019 Hyundai Santa Fe SEL Plus

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

2019 Hyundai Santa Fe SEL Plus

Dover, NJ

Unscored
$6,999161,423 mi

Comparison: 6 similar vehicles

Dover, NJ

2015 Jeep Grand Cherokee High Altitude

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

2015 Jeep Grand Cherokee High Altitude

Dover, NJ

Unscored
$6,999144,954 mi

Comparison: 6 similar vehicles

Dover, NJ

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Dover, NJ

Unscored
$6,999169,522 mi

Comparison: 27 similar vehicles

Dover, NJ

2015 Audi Q3 Premium Plus

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

2015 Audi Q3 Premium Plus

Dover, NJ

UnscoredInsufficient · 4
$6,999157,686 mi

Comparison: 4 similar vehicles

Dover, NJ

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Dover, NJ

Unscored
$7,298120,850 mi

Comparison: 6 similar vehicles

Dover, NJ

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Dover, NJ

Unscored
$7,298122,956 mi

Comparison: 21 similar vehicles

Dover, NJ

2014 BMW X1 28i

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

2014 BMW X1 28i

Dover, NJ

Fair PriceLimited · 13
$7,90099,460 mi

Market: $6,399 – $12,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Dover, NJ

2002 Mercedes-Benz SL-Class SL500

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

2002 Mercedes-Benz SL-Class SL500

Dover, NJ

UnscoredInsufficient · 0
$7,999184,456 mi

Dover, NJ

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

Dover, NJ

UnscoredInsufficient · 4
$8,298167,920 mi

Comparison: 4 similar vehicles

Dover, NJ

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Dover, NJ

Unscored
$8,799128,022 mi

Comparison: 10 similar vehicles

Dover, NJ

2019 Mercedes-Benz CLA CLA250

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

2019 Mercedes-Benz CLA CLA250

Dover, NJ

Great DealLimited · 12
$8,999118,817 mi

Market: $10,995 – $19,995

Comparison: 12 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 8 days listed (based on current market benchmarks)

Dover, NJ

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Dover, NJ

Unscored
$9,298152,992 mi

Comparison: 68 similar vehicles

Dover, NJ

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Dover, NJ

Unscored
$9,499185,098 mi

Comparison: 83 similar vehicles

Dover, NJ

2017 Jeep Renegade Limited

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

2017 Jeep Renegade Limited

Dover, NJ

UnscoredInsufficient · 4
$9,500104,345 mi

Comparison: 4 similar vehicles

Dover, NJ

2012 Lincoln Navigator Base

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

2012 Lincoln Navigator Base

Dover, NJ

UnscoredInsufficient · 3
$9,900123,378 mi

Comparison: 3 similar vehicles

Dover, NJ

1997 Chevrolet Camaro Z28

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

1997 Chevrolet Camaro Z28

Dover, NJ

UnscoredInsufficient · 0
$9,900109,468 mi

Dover, NJ

1995 Toyota Land Cruiser

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

1995 Toyota Land Cruiser

Dover, NJ

UnscoredInsufficient · 0
$10,298207,735 mi

Dover, NJ

2017 Porsche Cayenne Platinum Edition

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

2017 Porsche Cayenne Platinum Edition

Dover, NJ

Unscored
$10,499131,945 mi

Comparison: 9 similar vehicles

Dover, NJ

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Dover, NJ

Unscored
$10,899186,400 mi

Comparison: 60 similar vehicles

Dover, NJ

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Dover, NJ

Unscored
$10,900108,104 mi

Comparison: 5 similar vehicles

Dover, NJ

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

Dover, NJ

Unscored
$10,900129,585 mi

Comparison: 14 similar vehicles

Dover, NJ

2005 INFINITI FX 45

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

2005 INFINITI FX 45

Dover, NJ

UnscoredInsufficient · 0
$10,900112,718 mi

Dover, NJ

2005 Lincoln Town Car Executive

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

2005 Lincoln Town Car Executive

Dover, NJ

UnscoredInsufficient · 0
$10,999120,416 mi

Dover, NJ

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Dover, NJ

Unscored
$11,298134,551 mi

Comparison: 34 similar vehicles

Dover, NJ

2014 MINI Cooper S

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

2014 MINI Cooper S

Dover, NJ

UnscoredInsufficient · 0
$11,99057,878 mi

Dover, NJ

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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