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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

10,245 listings found

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Malta, OH

UnscoredInsufficient · 3
$2,000115,502 mi

Comparison: 3 similar vehicles

Malta, OH

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Rockbridge, OH

Unscored
$2,471183,125 mi

Comparison: 31 similar vehicles

Rockbridge, OH

2005 Nissan Altima S

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

2005 Nissan Altima S

Athens, OH

Unscored
$2,721206,443 mi

Comparison: 8 similar vehicles

Athens, OH

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Athens, OH

Unscored
$2,788258,919 mi

Comparison: 7 similar vehicles

Athens, OH

2004 Ford Freestar Limited

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

2004 Ford Freestar Limited

Parkersburg, WV

UnscoredInsufficient · 0
$2,800227,581 mi

Parkersburg, WV

2004 BMW X3 2.5i

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

2004 BMW X3 2.5i

New Lexington, OH

UnscoredInsufficient · 0
$2,800185,730 mi

New Lexington, OH

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Gallipolis, OH

UnscoredInsufficient · 4
$2,995257,791 mi

Comparison: 4 similar vehicles

Gallipolis, OH

2009 Saturn Outlook XE

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

2009 Saturn Outlook XE

Rockbridge, OH

UnscoredInsufficient · 0
$2,999267,420 mi

Rockbridge, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Gallipolis, OH

Unscored
$3,000293,666 mi

Comparison: 60 similar vehicles

Gallipolis, OH

2007 Chrysler Town & Country Touring

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

2007 Chrysler Town & Country Touring

Saint Albans, WV

UnscoredInsufficient · 0
$3,000168,502 mi

Saint Albans, WV

1999 GMC Yukon Base

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

1999 GMC Yukon Base

New Lexington, OH

UnscoredInsufficient · 0
$3,000185,591 mi

New Lexington, OH

2005 Hyundai Elantra GLS

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

2005 Hyundai Elantra GLS

Saint Albans, WV

UnscoredInsufficient · 4
$3,191205,522 mi

Comparison: 4 similar vehicles

Saint Albans, WV

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Marietta, OH

Unscored
$3,450259,000 mi

Comparison: 11 similar vehicles

Marietta, OH

1997 Jeep Grand Cherokee LAREDO

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

1997 Jeep Grand Cherokee LAREDO

Athens, OH

UnscoredInsufficient · 0
$3,488143,572 mi

Athens, OH

2009 Toyota Corolla Base

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

2009 Toyota Corolla Base

New Lexington, OH

Unscored
$3,495181,100 mi

Comparison: 6 similar vehicles

New Lexington, OH

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Williamstown, WV

Unscored
$3,498170,000 mi

Comparison: 25 similar vehicles

Williamstown, WV

2007 Kia Sportage EX

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

2007 Kia Sportage EX

Marietta, OH

UnscoredInsufficient · 0
$3,499176,714 mi

Marietta, OH

2010 Chevrolet Aveo5 2LT

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

2010 Chevrolet Aveo5 2LT

Winfield, WV

UnscoredInsufficient · 0
$3,500123,035 mi

Winfield, WV

2009 Hyundai Sonata SE

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

2009 Hyundai Sonata SE

New Lexington, OH

UnscoredInsufficient · 3
$3,500156,688 mi

Comparison: 3 similar vehicles

New Lexington, OH

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Rockbridge, OH

Unscored
$3,500201,398 mi

Comparison: 8 similar vehicles

Rockbridge, OH

1991 Ford Econoline

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

1991 Ford Econoline

New Lexington, OH

UnscoredInsufficient · 0
$3,50024,004 mi

New Lexington, OH

2006 Pontiac Vibe Base

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

2006 Pontiac Vibe Base

Saint Albans, WV

UnscoredInsufficient · 0
$3,658171,324 mi

Saint Albans, WV

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

New Lexington, OH

Unscored
$3,700216,084 mi

Comparison: 7 similar vehicles

New Lexington, OH

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Malta, OH

UnscoredInsufficient · 3
$3,800117,218 mi

Comparison: 3 similar vehicles

Malta, OH

2015 FIAT 500L Trekking

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

2015 FIAT 500L Trekking

Malta, OH

UnscoredInsufficient · 3
$3,900123,183 mi

Comparison: 3 similar vehicles

Malta, OH

2008 GMC Sierra 1500

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

2008 GMC Sierra 1500

New Lexington, OH

UnscoredInsufficient · 0
$3,900253,984 mi

New Lexington, OH

2008 Mercury Grand Marquis LS

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

2008 Mercury Grand Marquis LS

New Lexington, OH

UnscoredInsufficient · 3
$3,900227,868 mi

Comparison: 3 similar vehicles

New Lexington, OH

2001 Chevrolet Tracker ZR2

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

2001 Chevrolet Tracker ZR2

New Lexington, OH

UnscoredInsufficient · 0
$3,900151,782 mi

New Lexington, OH

2011 Kia Soul Base

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

2011 Kia Soul Base

Athens, OH

Unscored
$3,988156,464 mi

Comparison: 40 similar vehicles

Athens, OH

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Saint Albans, WV

Unscored
$3,995168,467 mi

Comparison: 10 similar vehicles

Saint Albans, WV

1993 GMC Sierra

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

1993 GMC Sierra

Nelsonville, OH

UnscoredInsufficient · 0
$3,995195,456 mi

Nelsonville, OH

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Williamstown, WV

Unscored
$3,999124,086 mi

Comparison: 36 similar vehicles

Williamstown, WV

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Winfield, WV

UnscoredInsufficient · 0
$3,999251,492 mi

Winfield, WV

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

New Lexington, OH

UnscoredInsufficient · 3
$4,000308,800 mi

Comparison: 3 similar vehicles

New Lexington, OH

2010 Subaru Forester X

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

2010 Subaru Forester X

Malta, OH

Unscored
$4,000158,926 mi

Comparison: 9 similar vehicles

Malta, OH

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Athens, OH

Unscored
$4,160188,039 mi

Comparison: 73 similar vehicles

Athens, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Athens, OH

Unscored
$4,188150,167 mi

Comparison: 20 similar vehicles

Athens, OH

2009 Audi Q5 Premium

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

2009 Audi Q5 Premium

Malta, OH

UnscoredInsufficient · 4
$4,200160,569 mi

Comparison: 4 similar vehicles

Malta, OH

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Malta, OH

Unscored
$4,20095,936 mi

Comparison: 5 similar vehicles

Malta, OH

2018 Kia Optima S

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

2018 Kia Optima S

Gallipolis, OH

Unscored
$4,398199,580 mi

Comparison: 11 similar vehicles

Gallipolis, OH

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Vienna, WV

Unscored
$4,400201,069 mi

Comparison: 12 similar vehicles

Vienna, WV

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Rockbridge, OH

UnscoredInsufficient · 4
$4,470158,357 mi

Comparison: 4 similar vehicles

Rockbridge, OH

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Athens, OH

Unscored
$4,471152,964 mi

Comparison: 7 similar vehicles

Athens, OH

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Athens, OH

Unscored
$4,471202,139 mi

Comparison: 7 similar vehicles

Athens, OH

2012 MINI Countryman

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

2012 MINI Countryman

Marietta, OH

Unscored
$4,499155,876 mi

Comparison: 5 similar vehicles

Marietta, OH

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Saint Albans, WV

Unscored
$4,500158,271 mi

Comparison: 42 similar vehicles

Saint Albans, WV

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Parkersburg, WV

Fair PriceLimited · 11
$4,500102,546 mi

Market: $3,995 – $8,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Parkersburg, WV

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Marietta, OH

Unscored
$4,500175,483 mi

Comparison: 5 similar vehicles

Marietta, OH

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Vienna, WV

Unscored
$4,500153,000 mi

Comparison: 21 similar vehicles

Vienna, WV

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Saint Albans, WV

Unscored
$4,600197,478 mi

Comparison: 38 similar vehicles

Saint Albans, 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 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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