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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 13, 2026

7.2M+

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

29,439 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 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Reynoldsburg, OH

Unscored
$1,495245,639 mi

Comparison: 6 similar vehicles

Reynoldsburg, OH

2006 Volkswagen Jetta 2.5

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

2006 Volkswagen Jetta 2.5

Cambridge, OH

UnscoredInsufficient · 0
$1,495189,998 mi

Cambridge, OH

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Newark, OH

UnscoredInsufficient · 3
$1,495218,026 mi

Comparison: 3 similar vehicles

Newark, OH

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Lancaster, OH

Unscored
$1,750150,987 mi

Comparison: 6 similar vehicles

Lancaster, OH

2004 Pontiac Grand Am SE1

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

2004 Pontiac Grand Am SE1

Lancaster, OH

UnscoredInsufficient · 0
$1,750157,875 mi

Lancaster, OH

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Westerville, OH

UnscoredInsufficient · 3
$1,799176,000 mi

Comparison: 3 similar vehicles

Westerville, OH

2004 Lexus ES 330

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

2004 Lexus ES 330

Westerville, OH

Unscored
$1,799202,907 mi

Comparison: 8 similar vehicles

Westerville, OH

2012 Kia Sedona LX

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

2012 Kia Sedona LX

Columbus, OH

UnscoredInsufficient · 4
$1,800181,353 mi

Comparison: 4 similar vehicles

Columbus, OH

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Columbus, OH

UnscoredInsufficient · 4
$1,893183,867 mi

Comparison: 4 similar vehicles

Columbus, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Columbus, OH

UnscoredInsufficient · 0
$1,89515,347 mi

Columbus, OH

2013 Buick Regal Premium 1

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

2013 Buick Regal Premium 1

Columbus, OH

Unscored
$1,895161,253 mi

Comparison: 22 similar vehicles

Columbus, 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: 24 similar vehicles

Cambridge, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Mount Vernon, OH

Unscored
$1,998141,277 mi

Comparison: 7 similar vehicles

Mount Vernon, OH

2017 Chevrolet Spark LS

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

2017 Chevrolet Spark LS

Columbus, OH

Unscored
$2,000129,912 mi

Comparison: 8 similar vehicles

Columbus, OH

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Lancaster, OH

Unscored
$2,000179,744 mi

Comparison: 25 similar vehicles

Lancaster, OH

No Photo

2009 Chevrolet Equinox LT

New Lexington, OH

UnscoredInsufficient · 0
$2,000179,695 mi

New Lexington, 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

2001 Honda Civic LX

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

2001 Honda Civic LX

Carroll, OH

UnscoredInsufficient · 0
$2,000191,160 mi

Carroll, OH

2006 Nissan Xterra Off Road

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

2006 Nissan Xterra Off Road

Malta, OH

UnscoredInsufficient · 0
$2,200249,445 mi

Malta, OH

2010 Nissan Versa S

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

2010 Nissan Versa S

Dover, OH

UnscoredInsufficient · 3
$2,289236,416 mi

Comparison: 3 similar vehicles

Dover, OH

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Columbus, OH

UnscoredInsufficient · 0
$2,393155,793 mi

Columbus, OH

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Columbus, OH

UnscoredInsufficient · 3
$2,393213,477 mi

Comparison: 3 similar vehicles

Columbus, OH

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Columbus, OH

Unscored
$2,397200,548 mi

Comparison: 9 similar vehicles

Columbus, OH

2006 Chevrolet Express Cargo Work

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

2006 Chevrolet Express Cargo Work

New Lexington, OH

UnscoredInsufficient · 0
$2,400173,507 mi

New Lexington, 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: 28 similar vehicles

Rockbridge, OH

2008 Mercury Mariner V6

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

2008 Mercury Mariner V6

New Philadelphia, OH

Unscored
$2,495192,731 mi

Comparison: 8 similar vehicles

New Philadelphia, OH

2003 Ford Expedition XLT Popular

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

2003 Ford Expedition XLT Popular

New Philadelphia, OH

UnscoredInsufficient · 0
$2,495210,160 mi

New Philadelphia, OH

2003 Honda Accord EX

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

2003 Honda Accord EX

New Philadelphia, OH

UnscoredInsufficient · 3
$2,495224,528 mi

Comparison: 3 similar vehicles

New Philadelphia, 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

2000 Lincoln Navigator Base

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

2000 Lincoln Navigator Base

New Philadelphia, OH

UnscoredInsufficient · 0
$2,495162,990 mi

New Philadelphia, OH

1998 Volkswagen New Beetle Base

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

1998 Volkswagen New Beetle Base

New Philadelphia, OH

UnscoredInsufficient · 0
$2,495109,010 mi

New Philadelphia, OH

1997 Subaru Legacy OW

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

1997 Subaru Legacy OW

Hebron, OH

UnscoredInsufficient · 0
$2,495172,811 mi

Hebron, OH

2015 Dodge Dart Limited

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

2015 Dodge Dart Limited

Lancaster, OH

UnscoredInsufficient · 3
$2,500177,176 mi

Comparison: 3 similar vehicles

Lancaster, OH

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Lancaster, OH

Unscored
$2,50092,274 mi

Comparison: 9 similar vehicles

Lancaster, OH

2014 Ford Fusion S

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

2014 Ford Fusion S

Lancaster, OH

Unscored
$2,500171,941 mi

Comparison: 14 similar vehicles

Lancaster, 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

Unscored
$2,500131,333 mi

Comparison: 15 similar vehicles

Lancaster, OH

2011 Ford Focus SE

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

2011 Ford Focus SE

Columbus, OH

Unscored
$2,500191,121 mi

Comparison: 11 similar vehicles

Columbus, 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: 5 similar vehicles

Lancaster, OH

2009 Ford Focus SE

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

2009 Ford Focus SE

Columbus, OH

Unscored
$2,500137,753 mi

Comparison: 25 similar vehicles

Columbus, OH

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Mount Vernon, OH

Unscored
$2,500251,235 mi

Comparison: 7 similar vehicles

Mount Vernon, OH

2007 Volkswagen New Beetle 2.5

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

2007 Volkswagen New Beetle 2.5

Lancaster, OH

Unscored
$2,500158,900 mi

Comparison: 7 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 Ford Explorer XLT

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

2004 Ford Explorer XLT

Columbus, OH

Unscored
$2,500166,471 mi

Comparison: 5 similar vehicles

Columbus, OH

2004 Honda Accord EX

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

2004 Honda Accord EX

Canal Winchester, OH

UnscoredInsufficient · 4
$2,500111,782 mi

Comparison: 4 similar vehicles

Canal Winchester, 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

No Photo

2003 Acura TL Base

Columbus, OH

Salvage title
$2,500236,028 mi

Columbus, OH

2008 Volkswagen Jetta SE

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

2008 Volkswagen Jetta SE

Canal Winchester, OH

UnscoredInsufficient · 0
$2,650173,050 mi

Canal Winchester, 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

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
$2,750134,603 mi

Newark, 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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