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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

6,707 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

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

UnscoredInsufficient · 4
$2,721206,443 mi

Comparison: 4 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: 8 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

2010 Suzuki SX4 Crossover Technology

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

2010 Suzuki SX4 Crossover Technology

Woodsfield, OH

UnscoredInsufficient · 0
$2,988199,946 mi

Woodsfield, 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

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Gallipolis, OH

UnscoredInsufficient · 0
$3,000187,564 mi

Gallipolis, OH

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

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Malta, OH

UnscoredInsufficient · 3
$3,350135,106 mi

Comparison: 3 similar vehicles

Malta, 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: 7 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: 23 similar vehicles

Williamstown, WV

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Marietta, OH

Unscored
$3,499Mileage not verified

Comparison: 24 similar vehicles

Marietta, OH

2008 Toyota Camry Hybrid

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

2008 Toyota Camry Hybrid

Marietta, OH

UnscoredInsufficient · 0
$3,499202,911 mi

Marietta, OH

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

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

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

2009 Nissan Altima

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

2009 Nissan Altima

Marietta, OH

UnscoredInsufficient · 0
$3,699135,740 mi

Marietta, OH

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: 6 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 · 0
$3,800117,218 mi

Malta, OH

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Woodsfield, OH

UnscoredInsufficient · 3
$3,888295,336 mi

Comparison: 3 similar vehicles

Woodsfield, 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

2010 Lincoln MKS EcoBoost

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

2010 Lincoln MKS EcoBoost

Cambridge, OH

UnscoredInsufficient · 3
$3,988191,712 mi

Comparison: 3 similar vehicles

Cambridge, OH

2018 Jeep Cherokee Trailhawk

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

2018 Jeep Cherokee Trailhawk

Zanesville, OH

Unscored
$3,995177,995 mi

Comparison: 68 similar vehicles

Zanesville, OH

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Nelsonville, OH

Unscored
$3,995213,551 mi

Comparison: 21 similar vehicles

Nelsonville, OH

2008 Subaru Forester Sports 2.5 X

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

2008 Subaru Forester Sports 2.5 X

Byesville, OH

UnscoredInsufficient · 0
$3,995190,655 mi

Byesville, OH

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Woodsfield, OH

Unscored
$3,999154,226 mi

Comparison: 20 similar vehicles

Woodsfield, OH

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

Unscored
$4,000308,800 mi

Comparison: 20 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: 8 similar vehicles

Malta, OH

2002 Chevrolet Express BASE

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

2002 Chevrolet Express BASE

Caldwell, OH

UnscoredInsufficient · 0
$4,000132,231 mi

Caldwell, 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: 79 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: 9 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: 11 similar vehicles

Vienna, WV

2005 Mercury Grand Marquis GS

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

2005 Mercury Grand Marquis GS

Woodsfield, OH

UnscoredInsufficient · 0
$4,400137,372 mi

Woodsfield, 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: 8 similar vehicles

Athens, OH

2015 Nissan Altima S

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

2015 Nissan Altima S

Athens, OH

Salvage title
$4,488177,949 mi

Athens, OH

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

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 · 13
$4,500102,546 mi

Market: $3,590 – $8,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 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: 11 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: 15 similar vehicles

Vienna, WV

2008 Chrysler Aspen Limited

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

2008 Chrysler Aspen Limited

Woodsfield, OH

Unscored
$4,750202,473 mi

Comparison: 6 similar vehicles

Woodsfield, OH

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Athens, OH

Unscored
$4,788199,569 mi

Comparison: 40 similar vehicles

Athens, OH

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Athens, OH

Unscored
$4,788221,382 mi

Comparison: 29 similar vehicles

Athens, OH

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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