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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

15,834 listings found

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Carroll, OH

UnscoredInsufficient · 3
$1,400242,838 mi

Comparison: 3 similar vehicles

Carroll, OH

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Cambridge, OH

UnscoredInsufficient · 4
$1,995200,941 mi

Comparison: 4 similar vehicles

Cambridge, OH

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Cambridge, OH

Unscored
$1,995213,604 mi

Comparison: 23 similar vehicles

Cambridge, OH

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: 29 similar vehicles

Rockbridge, OH

2003 Honda Odyssey LX

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

2003 Honda Odyssey LX

Reynoldsburg, OH

UnscoredInsufficient · 0
$2,495230,000 mi

Reynoldsburg, OH

2014 Kia Cadenza Premium

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

2014 Kia Cadenza Premium

Heath, OH

Unscored
$2,500172,751 mi

Comparison: 8 similar vehicles

Heath, OH

2012 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Lancaster, OH

UnscoredInsufficient · 4
$2,500131,333 mi

Comparison: 4 similar vehicles

Lancaster, OH

2010 Nissan Altima S

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

2010 Nissan Altima S

Lancaster, OH

Unscored
$2,500133,684 mi

Comparison: 6 similar vehicles

Lancaster, OH

2005 Scion xB Base

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

2005 Scion xB Base

East Fultonham, OH

UnscoredInsufficient · 0
$2,500211,965 mi

East Fultonham, OH

2004 Lincoln LS Ultimate

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

2004 Lincoln LS Ultimate

Lancaster, OH

UnscoredInsufficient · 0
$2,500196,500 mi

Lancaster, OH

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Heath, OH

Unscored
$2,700157,370 mi

Comparison: 5 similar vehicles

Heath, 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

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Lancaster, OH

Unscored
$2,976200,853 mi

Comparison: 5 similar vehicles

Lancaster, 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

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Coshocton, OH

Unscored
$2,990210,510 mi

Comparison: 16 similar vehicles

Coshocton, OH

2001 Acura CL Type S

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

2001 Acura CL Type S

Coshocton, OH

UnscoredInsufficient · 0
$2,990289,875 mi

Coshocton, OH

2015 Dodge Grand Caravan SXT

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

2015 Dodge Grand Caravan SXT

Heath, OH

Unscored
$2,995171,575 mi

Comparison: 6 similar vehicles

Heath, OH

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Somerset, OH

Unscored
$2,995289,531 mi

Comparison: 51 similar vehicles

Somerset, OH

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Somerset, OH

Unscored
$2,995186,416 mi

Comparison: 31 similar vehicles

Somerset, OH

2001 Dodge Ram Van Base

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

2001 Dodge Ram Van Base

Lancaster, OH

UnscoredInsufficient · 0
$2,995140,095 mi

Lancaster, OH

1998 Ford F-150 LARIAT

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

1998 Ford F-150 LARIAT

Hebron, OH

UnscoredInsufficient · 0
$2,995143,180 mi

Hebron, OH

2009 Chevrolet Aveo5 1LS

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

2009 Chevrolet Aveo5 1LS

Newark, OH

UnscoredInsufficient · 0
$2,999134,603 mi

Newark, OH

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Lancaster, OH

Unscored
$3,000146,300 mi

Comparison: 12 similar vehicles

Lancaster, OH

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Lancaster, OH

Unscored
$3,000169,405 mi

Comparison: 5 similar vehicles

Lancaster, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Lancaster, OH

Unscored
$3,000143,105 mi

Comparison: 16 similar vehicles

Lancaster, OH

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Lancaster, OH

Unscored
$3,000149,206 mi

Comparison: 22 similar vehicles

Lancaster, OH

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Lancaster, OH

Fair PriceLimited · 15
$3,00073,400 mi

Market: $2,695 – $6,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Lancaster, OH

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Lancaster, OH

Unscored
$3,000133,930 mi

Comparison: 24 similar vehicles

Lancaster, OH

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

East Fultonham, OH

Unscored
$3,000184,974 mi

Comparison: 18 similar vehicles

East Fultonham, 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

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Lancaster, OH

UnscoredInsufficient · 0
$3,000169,250 mi

Lancaster, OH

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Newark, OH

Unscored
$3,190235,418 mi

Comparison: 7 similar vehicles

Newark, OH

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Heath, OH

Unscored
$3,200155,390 mi

Comparison: 65 similar vehicles

Heath, OH

2014 Kia Soul +

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

2014 Kia Soul +

Lancaster, OH

Unscored
$3,200196,250 mi

Comparison: 25 similar vehicles

Lancaster, OH

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Lancaster, OH

UnscoredInsufficient · 3
$3,200104,800 mi

Comparison: 3 similar vehicles

Lancaster, OH

1999 Volkswagen New Beetle GLS

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

1999 Volkswagen New Beetle GLS

Lancaster, OH

UnscoredInsufficient · 0
$3,20091,600 mi

Lancaster, 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

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Hebron, OH

Unscored
$3,495178,000 mi

Comparison: 7 similar vehicles

Hebron, OH

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Hebron, OH

Unscored
$3,495178,210 mi

Comparison: 40 similar vehicles

Hebron, OH

2011 Kia Soul Base

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

2011 Kia Soul Base

Hebron, OH

Unscored
$3,495160,893 mi

Comparison: 5 similar vehicles

Hebron, OH

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Cambridge, OH

Unscored
$3,495173,791 mi

Comparison: 44 similar vehicles

Cambridge, OH

2010 Nissan Altima S

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

2010 Nissan Altima S

Hebron, OH

Unscored
$3,495198,938 mi

Comparison: 5 similar vehicles

Hebron, 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

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Buckeye Lake, OH

Unscored
$3,495149,360 mi

Comparison: 5 similar vehicles

Buckeye Lake, 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

Buckeye Lake, OH

Unscored
$3,495201,967 mi

Comparison: 6 similar vehicles

Buckeye Lake, 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

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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