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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 7, 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

2,239 listings found

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Dallas, GA

Salvage title
$2,500212,880 mi

Dallas, GA

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Dallas, GA

UnscoredInsufficient · 0
$2,500208,125 mi

Dallas, GA

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Dallas, GA

Unscored
$3,500171,501 mi

Comparison: 6 similar vehicles

Dallas, GA

2010 Nissan Sentra

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

2010 Nissan Sentra

Dallas, GA

UnscoredInsufficient · 0
$3,500185,669 mi

Dallas, GA

2008 Ford Escape XLS

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

2008 Ford Escape XLS

Dallas, GA

UnscoredInsufficient · 0
$3,700188,000 mi

Dallas, GA

2010 Volkswagen Touareg TDI

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

2010 Volkswagen Touareg TDI

Dallas, GA

UnscoredInsufficient · 0
$3,800181,035 mi

Dallas, GA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Dallas, GA

Unscored
$3,900167,367 mi

Comparison: 9 similar vehicles

Dallas, GA

2014 Kia Soul Base

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

2014 Kia Soul Base

Dallas, GA

Unscored
$3,900191,469 mi

Comparison: 10 similar vehicles

Dallas, GA

2012 Cadillac SRX Base

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

2012 Cadillac SRX Base

Dallas, GA

UnscoredInsufficient · 3
$3,900163,753 mi

Comparison: 3 similar vehicles

Dallas, GA

2014 Ford Focus SE

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

2014 Ford Focus SE

Dallas, GA

Unscored
$4,500124,922 mi

Comparison: 10 similar vehicles

Dallas, GA

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Dallas, GA

Unscored
$4,550161,968 mi

Comparison: 6 similar vehicles

Dallas, GA

2011 Honda Accord Crosstour EX-L V6

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

2011 Honda Accord Crosstour EX-L V6

Dallas, GA

Unscored
$4,700191,524 mi

Comparison: 8 similar vehicles

Dallas, GA

2012 Ford Focus S

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

2012 Ford Focus S

Dallas, GA

UnscoredInsufficient · 0
$4,80096,677 mi

Dallas, GA

2010 Cadillac SRX Luxury Collection

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

2010 Cadillac SRX Luxury Collection

Dallas, GA

Unscored
$4,800160,047 mi

Comparison: 7 similar vehicles

Dallas, GA

2015 Mazda MAZDA6 i Sport

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

2015 Mazda MAZDA6 i Sport

Dallas, GA

Unscored
$4,900200,000 mi

Comparison: 9 similar vehicles

Dallas, GA

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Dallas, GA

UnscoredInsufficient · 4
$4,900171,000 mi

Comparison: 4 similar vehicles

Dallas, GA

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Dallas, GA

Unscored
$4,900155,000 mi

Comparison: 12 similar vehicles

Dallas, GA

2013 Volkswagen Passat S

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

2013 Volkswagen Passat S

Dallas, GA

Unscored
$4,900164,000 mi

Comparison: 7 similar vehicles

Dallas, GA

2013 Volvo S60 T5

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

2013 Volvo S60 T5

Dallas, GA

Unscored
$4,900113,001 mi

Comparison: 8 similar vehicles

Dallas, GA

2010 Buick Enclave CX

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

2010 Buick Enclave CX

Dallas, GA

UnscoredInsufficient · 0
$4,900176,399 mi

Dallas, GA

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Dallas, GA

UnscoredInsufficient · 4
$4,900157,000 mi

Comparison: 4 similar vehicles

Dallas, GA

2009 Mazda CX-9 Sport

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

2009 Mazda CX-9 Sport

Dallas, GA

UnscoredInsufficient · 0
$4,900190,011 mi

Dallas, GA

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Dallas, GA

Unscored
$4,900136,293 mi

Comparison: 7 similar vehicles

Dallas, GA

2007 BMW X5 3.0si

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

2007 BMW X5 3.0si

Dallas, GA

UnscoredInsufficient · 0
$4,900160,000 mi

Dallas, GA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Dallas, GA

Unscored
$5,300114,580 mi

Comparison: 6 similar vehicles

Dallas, GA

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Dallas, GA

UnscoredInsufficient · 4
$5,400147,217 mi

Comparison: 4 similar vehicles

Dallas, GA

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Dallas, GA

Unscored
$5,400192,196 mi

Comparison: 10 similar vehicles

Dallas, GA

2017 Ford Focus SE

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

2017 Ford Focus SE

Dallas, GA

Unscored
$5,500130,319 mi

Comparison: 10 similar vehicles

Dallas, GA

2016 Buick Verano 1SH

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

2016 Buick Verano 1SH

Dallas, GA

UnscoredInsufficient · 0
$5,500147,244 mi

Dallas, GA

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Dallas, GA

Unscored
$5,600131,890 mi

Comparison: 8 similar vehicles

Dallas, GA

2016 Volvo V60 Base

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

2016 Volvo V60 Base

Dallas, GA

UnscoredInsufficient · 4
$5,800204,405 mi

Comparison: 4 similar vehicles

Dallas, GA

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Dallas, GA

UnscoredInsufficient · 4
$5,900189,254 mi

Comparison: 4 similar vehicles

Dallas, GA

2014 Hyundai Santa Fe Limited

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

2014 Hyundai Santa Fe Limited

Dallas, GA

Unscored
$5,900167,771 mi

Comparison: 8 similar vehicles

Dallas, GA

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Dallas, GA

UnscoredInsufficient · 3
$5,900175,762 mi

Comparison: 3 similar vehicles

Dallas, GA

2013 Jaguar XF Base

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

2013 Jaguar XF Base

Dallas, GA

Unscored
$5,900106,527 mi

Comparison: 8 similar vehicles

Dallas, GA

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

Dallas, GA

Unscored
$5,900182,928 mi

Comparison: 5 similar vehicles

Dallas, GA

2011 Land Rover Range Rover Sport HSE

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

2011 Land Rover Range Rover Sport HSE

Dallas, GA

Unscored
$5,900174,767 mi

Comparison: 5 similar vehicles

Dallas, GA

2015 Honda Odyssey Touring

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

2015 Honda Odyssey Touring

Dallas, GA

UnscoredInsufficient · 3
$6,200199,000 mi

Comparison: 3 similar vehicles

Dallas, GA

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Dallas, GA

Unscored
$6,299152,986 mi

Comparison: 10 similar vehicles

Dallas, GA

2015 MINI Countryman S

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

2015 MINI Countryman S

Dallas, GA

Unscored
$6,300139,934 mi

Comparison: 7 similar vehicles

Dallas, GA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Dallas, GA

Unscored
$6,400130,000 mi

Comparison: 21 similar vehicles

Dallas, GA

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Dallas, GA

UnscoredInsufficient · 3
$6,499168,363 mi

Comparison: 3 similar vehicles

Dallas, GA

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Dallas, GA

UnscoredInsufficient · 3
$6,650129,215 mi

Comparison: 3 similar vehicles

Dallas, GA

2016 INFINITI QX60 Base

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

2016 INFINITI QX60 Base

Dallas, GA

Unscored
$6,800137,389 mi

Comparison: 16 similar vehicles

Dallas, GA

2013 Honda Civic LX

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

2013 Honda Civic LX

Dallas, GA

Unscored
$6,800131,239 mi

Comparison: 27 similar vehicles

Dallas, GA

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Dallas, GA

UnscoredInsufficient · 3
$6,889106,340 mi

Comparison: 3 similar vehicles

Dallas, GA

1997 Chevrolet GMT400

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

1997 Chevrolet GMT400

Dallas, GA

UnscoredInsufficient · 0
$6,894177,064 mi

Dallas, GA

2015 Lexus ES 300h

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

2015 Lexus ES 300h

Dallas, GA

UnscoredInsufficient · 0
$6,900240,000 mi

Dallas, GA

2013 BMW X5 xDrive35d

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

2013 BMW X5 xDrive35d

Dallas, GA

UnscoredInsufficient · 0
$6,900212,753 mi

Dallas, GA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Dallas, GA

Unscored
$6,95093,857 mi

Comparison: 9 similar vehicles

Dallas, GA

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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