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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

13,390 listings found

2004 Buick Rendezvous CX AWD

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

2004 Buick Rendezvous CX AWD

Wurtland, KY

UnscoredInsufficient · 0
$1,500200,010 mi

Wurtland, KY

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Hillsboro, OH

Unscored
$1,995250,593 mi

Comparison: 9 similar vehicles

Hillsboro, OH

2001 Jeep Grand Cherokee LAREDO

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

2001 Jeep Grand Cherokee LAREDO

Hillsboro, OH

UnscoredInsufficient · 0
$1,995237,141 mi

Hillsboro, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Vanceburg, KY

Unscored
$2,000241,503 mi

Comparison: 9 similar vehicles

Vanceburg, KY

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Ashland, KY

UnscoredInsufficient · 3
$2,000165,798 mi

Comparison: 3 similar vehicles

Ashland, KY

1997 Chevrolet Blazer Base

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

1997 Chevrolet Blazer Base

Morehead, KY

UnscoredInsufficient · 0
$2,000122,697 mi

Morehead, KY

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Morehead, KY

UnscoredInsufficient · 3
$2,100219,112 mi

Comparison: 3 similar vehicles

Morehead, KY

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Waverly, OH

Unscored
$2,397216,919 mi

Comparison: 10 similar vehicles

Waverly, OH

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Morehead, KY

Unscored
$2,400201,243 mi

Comparison: 29 similar vehicles

Morehead, KY

2005 Honda Civic LX

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

2005 Honda Civic LX

West Portsmouth, OH

UnscoredInsufficient · 3
$2,400172,101 mi

Comparison: 3 similar vehicles

West Portsmouth, OH

2003 Ford Ranger XL

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

2003 Ford Ranger XL

Chillicothe, OH

UnscoredInsufficient · 3
$2,495193,164 mi

Comparison: 3 similar vehicles

Chillicothe, OH

1998 Nissan Maxima GLE

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

1998 Nissan Maxima GLE

Chillicothe, OH

UnscoredInsufficient · 0
$2,495148,267 mi

Chillicothe, OH

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Maysville, KY

UnscoredInsufficient · 4
$2,500245,289 mi

Comparison: 4 similar vehicles

Maysville, KY

2008 Ford Taurus Limited

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

2008 Ford Taurus Limited

Morehead, KY

Salvage title
$2,500212,727 mi

Morehead, KY

2004 Volkswagen New Beetle GL

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

2004 Volkswagen New Beetle GL

Morehead, KY

UnscoredInsufficient · 0
$2,500159,378 mi

Morehead, KY

2002 Dodge Caravan EC

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

2002 Dodge Caravan EC

Morehead, KY

UnscoredInsufficient · 0
$2,500183,229 mi

Morehead, KY

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Ashland, KY

Unscored
$2,500231,050 mi

Comparison: 7 similar vehicles

Ashland, KY

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Morehead, KY

Salvage title
$2,500242,322 mi

Morehead, KY

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Morehead, KY

Salvage title
$2,800198,289 mi

Morehead, KY

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Morehead, KY

Unscored
$2,800183,337 mi

Comparison: 126 similar vehicles

Morehead, KY

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Morehead, KY

UnscoredInsufficient · 3
$2,800173,855 mi

Comparison: 3 similar vehicles

Morehead, KY

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Morehead, KY

UnscoredInsufficient · 4
$2,800187,480 mi

Comparison: 4 similar vehicles

Morehead, KY

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Maysville, KY

UnscoredInsufficient · 4
$2,984192,753 mi

Comparison: 4 similar vehicles

Maysville, KY

2012 Ford Focus SE

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

2012 Ford Focus SE

Georgetown, OH

UnscoredInsufficient · 3
$2,995204,563 mi

Comparison: 3 similar vehicles

Georgetown, OH

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Georgetown, OH

Unscored
$2,995180,356 mi

Comparison: 10 similar vehicles

Georgetown, OH

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Georgetown, OH

Unscored
$2,995247,839 mi

Comparison: 14 similar vehicles

Georgetown, OH

2007 Mitsubishi Eclipse Spyder GS

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

2007 Mitsubishi Eclipse Spyder GS

Georgetown, OH

UnscoredInsufficient · 4
$2,995193,878 mi

Comparison: 4 similar vehicles

Georgetown, OH

2002 Jeep Grand Cherokee Sport

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

2002 Jeep Grand Cherokee Sport

Sardinia, OH

UnscoredInsufficient · 0
$2,995102,862 mi

Sardinia, OH

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Morehead, KY

Unscored
$2,997211,162 mi

Comparison: 6 similar vehicles

Morehead, KY

2018 Kia Soul Base

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

2018 Kia Soul Base

Morehead, KY

Unscored
$2,999160,136 mi

Comparison: 74 similar vehicles

Morehead, KY

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Morehead, KY

Unscored
$2,999131,187 mi

Comparison: 7 similar vehicles

Morehead, KY

2009 Ford Focus SE

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

2009 Ford Focus SE

Chillicothe, OH

Unscored
$2,999203,545 mi

Comparison: 17 similar vehicles

Chillicothe, OH

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Morehead, KY

Unscored
$2,999239,168 mi

Comparison: 11 similar vehicles

Morehead, KY

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Ashland, KY

UnscoredInsufficient · 0
$2,999Mileage not verified

Ashland, KY

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Maysville, KY

Salvage title
$2,999208,549 mi

Maysville, KY

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

Morehead, KY

Unscored
$3,000210,173 mi

Comparison: 72 similar vehicles

Morehead, KY

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Morehead, KY

Unscored
$3,000202,200 mi

Comparison: 16 similar vehicles

Morehead, KY

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Waverly, OH

UnscoredInsufficient · 0
$3,049445,699 mi

Waverly, OH

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

West Portsmouth, OH

Salvage title
$3,200133,469 mi

West Portsmouth, OH

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Chillicothe, OH

Unscored
$3,250222,222 mi

Comparison: 5 similar vehicles

Chillicothe, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Ashland, KY

UnscoredInsufficient · 3
$3,289171,160 mi

Comparison: 3 similar vehicles

Ashland, KY

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Ashland, KY

Unscored
$3,289228,273 mi

Comparison: 14 similar vehicles

Ashland, KY

2014 Ford Escape SE

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

2014 Ford Escape SE

Georgetown, OH

Unscored
$3,295179,806 mi

Comparison: 81 similar vehicles

Georgetown, OH

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Maysville, KY

UnscoredInsufficient · 3
$3,351168,632 mi

Comparison: 3 similar vehicles

Maysville, KY

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Olive Hill, KY

Unscored
$3,400179,230 mi

Comparison: 8 similar vehicles

Olive Hill, KY

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Morehead, KY

Unscored
$3,494154,543 mi

Comparison: 47 similar vehicles

Morehead, KY

2012 Chevrolet Captiva Sport LT

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

2012 Chevrolet Captiva Sport LT

Chillicothe, OH

Unscored
$3,494226,681 mi

Comparison: 5 similar vehicles

Chillicothe, OH

2010 Ford Focus S

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

2010 Ford Focus S

Hillsboro, OH

UnscoredInsufficient · 0
$3,495156,904 mi

Hillsboro, OH

2010 Honda Insight EX

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

2010 Honda Insight EX

Georgetown, OH

UnscoredInsufficient · 0
$3,495258,593 mi

Georgetown, OH

2009 Chrysler PT Cruiser Base

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

2009 Chrysler PT Cruiser Base

Georgetown, OH

UnscoredInsufficient · 0
$3,495103,714 mi

Georgetown, 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 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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