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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 9, 2026

7.3M+

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

4,239 listings found

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Bridgeport, WV

Unscored
$2,50095,282 mi

Comparison: 27 similar vehicles

Bridgeport, WV

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Clarksburg, WV

Unscored
$2,569145,476 mi

Comparison: 38 similar vehicles

Clarksburg, WV

2017 Ford Escape SE

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

2017 Ford Escape SE

Clarksburg, WV

Unscored
$2,994178,501 mi

Comparison: 5 similar vehicles

Clarksburg, WV

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Bridgeport, WV

UnscoredInsufficient · 4
$3,990210,058 mi

Comparison: 4 similar vehicles

Bridgeport, WV

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Clarksburg, WV

Unscored
$4,424145,866 mi

Comparison: 19 similar vehicles

Clarksburg, WV

2015 Kia Soul +

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

2015 Kia Soul +

Clarksburg, WV

Unscored
$4,424151,215 mi

Comparison: 35 similar vehicles

Clarksburg, WV

2004 MINI Base

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

2004 MINI Base

Harrisville, WV

UnscoredInsufficient · 0
$4,49565,879 mi

Harrisville, WV

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Belington, WV

Unscored
$4,795224,435 mi

Comparison: 62 similar vehicles

Belington, WV

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Bridgeport, WV

Unscored
$4,990185,295 mi

Comparison: 31 similar vehicles

Bridgeport, WV

2007 Mercedes-Benz S-Class S550

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

2007 Mercedes-Benz S-Class S550

Bridgeport, WV

Unscored
$4,990213,757 mi

Comparison: 21 similar vehicles

Bridgeport, WV

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

Bridgeport, WV

Unscored
$4,990236,179 mi

Comparison: 8 similar vehicles

Bridgeport, WV

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

Clarksburg, WV

UnscoredInsufficient · 0
$4,99484,567 mi

Clarksburg, WV

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Clarksburg, WV

Unscored
$4,999101,859 mi

Comparison: 8 similar vehicles

Clarksburg, WV

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Bridgeport, WV

Unscored
$5,643140,494 mi

Comparison: 33 similar vehicles

Bridgeport, WV

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Bridgeport, WV

Unscored
$5,678122,108 mi

Comparison: 40 similar vehicles

Bridgeport, WV

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Weston, WV

Unscored
$5,950138,200 mi

Comparison: 9 similar vehicles

Weston, WV

2004 Nissan Titan SE

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

2004 Nissan Titan SE

Weston, WV

UnscoredInsufficient · 4
$5,995169,148 mi

Comparison: 4 similar vehicles

Weston, WV

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Buckhannon, WV

Unscored
$6,236170,536 mi

Comparison: 20 similar vehicles

Buckhannon, WV

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Belington, WV

Unscored
$6,495161,159 mi

Comparison: 13 similar vehicles

Belington, WV

2009 Chevrolet Malibu 1LS

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

2009 Chevrolet Malibu 1LS

Belington, WV

UnscoredInsufficient · 0
$6,49567,028 mi

Belington, WV

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

Bridgeport, WV

Unscored
$6,500183,894 mi

Comparison: 15 similar vehicles

Bridgeport, WV

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Buckhannon, WV

Unscored
$6,741121,238 mi

Comparison: 41 similar vehicles

Buckhannon, WV

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Belington, WV

Unscored
$6,795131,871 mi

Comparison: 20 similar vehicles

Belington, WV

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Buckhannon, WV

Unscored
$6,900172,467 mi

Comparison: 58 similar vehicles

Buckhannon, WV

2015 Ford Flex Limited

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

2015 Ford Flex Limited

Weston, WV

Unscored
$6,950203,080 mi

Comparison: 6 similar vehicles

Weston, WV

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Bridgeport, WV

Unscored
$6,990151,413 mi

Comparison: 67 similar vehicles

Bridgeport, WV

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Bridgeport, WV

Unscored
$6,990198,654 mi

Comparison: 65 similar vehicles

Bridgeport, WV

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Bridgeport, WV

Unscored
$6,990159,270 mi

Comparison: 8 similar vehicles

Bridgeport, WV

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Bridgeport, WV

Fair PriceModerate · 38
$6,99077,028 mi

Market: $2,700 – $8,995

Comparison: 38 similar vehicles

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

Bridgeport, WV

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Weston, WV

Unscored
$6,995168,492 mi

Comparison: 8 similar vehicles

Weston, WV

2012 Subaru Forester X

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

2012 Subaru Forester X

Buckhannon, WV

Unscored
$6,995128,837 mi

Comparison: 28 similar vehicles

Buckhannon, WV

2010 Dodge Nitro SXT

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

2010 Dodge Nitro SXT

Weston, WV

UnscoredInsufficient · 0
$6,99588,903 mi

Weston, WV

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Weston, WV

Unscored
$6,99580,850 mi

Comparison: 7 similar vehicles

Weston, WV

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Bridgeport, WV

Unscored
$6,999124,742 mi

Comparison: 27 similar vehicles

Bridgeport, WV

2018 Kia RIO S

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

2018 Kia RIO S

Bridgeport, WV

Great DealLimited · 16
$7,220114,006 mi

Market: $9,991 – $12,998

Comparison: 16 similar vehicles

Competitively priced ~28% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Bridgeport, WV

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Clarksburg, WV

Unscored
$7,424143,166 mi

Comparison: 128 similar vehicles

Clarksburg, WV

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Buckhannon, WV

Fair PriceLimited · 13
$7,498113,831 mi

Market: $3,955 – $10,344

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Buckhannon, WV

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Bridgeport, WV

Unscored
$7,665188,923 mi

Comparison: 53 similar vehicles

Bridgeport, WV

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Buckhannon, WV

Unscored
$7,898123,488 mi

Comparison: 34 similar vehicles

Buckhannon, WV

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Elkins, WV

UnscoredInsufficient · 3
$7,90092,354 mi

Comparison: 3 similar vehicles

Elkins, WV

2018 Mitsubishi Outlander LE

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

2018 Mitsubishi Outlander LE

Bridgeport, WV

Unscored
$7,990142,076 mi

Comparison: 10 similar vehicles

Bridgeport, WV

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Bridgeport, WV

Unscored
$7,990123,396 mi

Comparison: 69 similar vehicles

Bridgeport, WV

2016 Mitsubishi Outlander Sport ES

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

2016 Mitsubishi Outlander Sport ES

Jane Lew, WV

Unscored
$7,990227,456 mi

Comparison: 15 similar vehicles

Jane Lew, WV

2014 Ford Focus SE

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

2014 Ford Focus SE

Craigsville, WV

Fair PriceRobust · 100
$7,990114,445 mi

Market: $2,700 – $12,186

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Craigsville, WV

2017 Nissan Juke S

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

2017 Nissan Juke S

Spencer, WV

Unscored
$7,995150,000 mi

Comparison: 5 similar vehicles

Spencer, WV

2016 Volkswagen Jetta Sport

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

2016 Volkswagen Jetta Sport

Weston, WV

Fair PriceModerate · 44
$7,995117,334 mi

Market: $6,900 – $13,590

Comparison: 44 similar vehicles

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

Weston, WV

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Weston, WV

Unscored
$7,99595,819 mi

Comparison: 6 similar vehicles

Weston, WV

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Clarksburg, WV

Fair PriceModerate · 43
$8,424112,250 mi

Market: $8,700 – $18,994

Comparison: 43 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 2 days listed (based on current market benchmarks)

Clarksburg, WV

2011 Chevrolet Traverse LTZ

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

2011 Chevrolet Traverse LTZ

Elkins, WV

UnscoredInsufficient · 3
$8,470113,752 mi

Comparison: 3 similar vehicles

Elkins, WV

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Buckhannon, WV

Unscored
$8,498128,647 mi

Comparison: 89 similar vehicles

Buckhannon, WV

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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