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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 12, 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

50,000+ listings found(add a location or filter to narrow results)

2000 Jaguar S-Type

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

2000 Jaguar S-Type

Durham, NC

UnscoredInsufficient · 0
$1,800225,000 mi

Durham, NC

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Angier, NC

UnscoredInsufficient · 0
$1,800219,900 mi

Angier, NC

2005 Subaru Outback R L.L. Bean

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

2005 Subaru Outback R L.L. Bean

Henderson, NC

UnscoredInsufficient · 0
$2,000240,056 mi

Henderson, NC

2002 Hyundai Sonata Base

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

2002 Hyundai Sonata Base

Clayton, NC

UnscoredInsufficient · 0
$2,200146,435 mi

Clayton, NC

2009 Ford Focus SES

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

2009 Ford Focus SES

Henderson, NC

UnscoredInsufficient · 0
$2,250204,450 mi

Henderson, NC

2003 Chevrolet Cavalier LS

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

2003 Chevrolet Cavalier LS

Blairs, VA

UnscoredInsufficient · 0
$2,300122,700 mi

Blairs, VA

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Garner, NC

Unscored
$2,395308,865 mi

Comparison: 6 similar vehicles

Garner, NC

2016 Kia Forte LX

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

2016 Kia Forte LX

Garner, NC

Unscored
$2,500197,044 mi

Comparison: 25 similar vehicles

Garner, NC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Henderson, NC

Unscored
$2,500336,067 mi

Comparison: 8 similar vehicles

Henderson, NC

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Greensboro, NC

Unscored
$2,500251,399 mi

Comparison: 7 similar vehicles

Greensboro, NC

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Eden, NC

Unscored
$2,500221,887 mi

Comparison: 5 similar vehicles

Eden, NC

2004 Toyota Corolla CE

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

2004 Toyota Corolla CE

Eden, NC

UnscoredInsufficient · 3
$2,500278,640 mi

Comparison: 3 similar vehicles

Eden, NC

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Durham, NC

Unscored
$2,500250,000 mi

Comparison: 13 similar vehicles

Durham, NC

2001 Toyota Camry CE

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

2001 Toyota Camry CE

Durham, NC

UnscoredInsufficient · 0
$2,50095,000 mi

Durham, NC

1997 GMC Jimmy SL

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

1997 GMC Jimmy SL

Graham, NC

UnscoredInsufficient · 0
$2,500280,521 mi

Graham, NC

1995 Mitsubishi Mirage

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

1995 Mitsubishi Mirage

Raleigh, NC

UnscoredInsufficient · 0
$2,699160,250 mi

Raleigh, NC

2007 Toyota Matrix XR

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

2007 Toyota Matrix XR

Siler City, NC

UnscoredInsufficient · 0
$2,795240,840 mi

Siler City, NC

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Eden, NC

Unscored
$2,800259,740 mi

Comparison: 5 similar vehicles

Eden, NC

2003 Ford Escape XLT Sport

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

2003 Ford Escape XLT Sport

Reidsville, NC

Salvage title
$2,800176,028 mi

Reidsville, NC

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Garner, NC

Unscored
$2,900149,934 mi

Comparison: 9 similar vehicles

Garner, NC

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Clayton, NC

Unscored
$2,900219,070 mi

Comparison: 5 similar vehicles

Clayton, NC

2003 Mercury Grand Marquis GS

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

2003 Mercury Grand Marquis GS

Asheboro, NC

UnscoredInsufficient · 0
$2,900242,389 mi

Asheboro, NC

2001 Volkswagen Passat GLS

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

2001 Volkswagen Passat GLS

Clayton, NC

UnscoredInsufficient · 0
$2,900154,463 mi

Clayton, NC

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Garner, NC

UnscoredInsufficient · 4
$2,950263,303 mi

Comparison: 4 similar vehicles

Garner, NC

2006 Hyundai Santa Fe GLS

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

2006 Hyundai Santa Fe GLS

Fuquay-Varina, NC

UnscoredInsufficient · 0
$2,990128,200 mi

Fuquay-Varina, NC

2013 Ford Focus SE

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

2013 Ford Focus SE

Burlington, NC

Unscored
$2,995175,898 mi

Comparison: 43 similar vehicles

Burlington, NC

2012 Kia Rio LX

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

2012 Kia Rio LX

Raleigh, NC

UnscoredInsufficient · 0
$2,995175,535 mi

Raleigh, NC

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Raleigh, NC

UnscoredInsufficient · 3
$2,995219,945 mi

Comparison: 3 similar vehicles

Raleigh, NC

2009 Toyota Sienna CE

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

2009 Toyota Sienna CE

Greensboro, NC

UnscoredInsufficient · 3
$2,995303,620 mi

Comparison: 3 similar vehicles

Greensboro, NC

No Photo

2007 Ford Freestyle SEL

Asheboro, NC

UnscoredInsufficient · 0
$2,995Mileage not verified

Asheboro, NC

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Zebulon, NC

UnscoredInsufficient · 4
$2,995175,284 mi

Comparison: 4 similar vehicles

Zebulon, NC

2005 Audi Allroad quattro Base

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

2005 Audi Allroad quattro Base

Fuquay-Varina, NC

UnscoredInsufficient · 0
$2,995225,000 mi

Fuquay-Varina, NC

1996 Ford Explorer XL

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

1996 Ford Explorer XL

Asheboro, NC

UnscoredInsufficient · 0
$2,995Mileage not verified

Asheboro, NC

2003 Mercedes-Benz E-Class E500

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

2003 Mercedes-Benz E-Class E500

Raleigh, NC

UnscoredInsufficient · 0
$2,998256,635 mi

Raleigh, NC

2016 Kia Soul Base

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

2016 Kia Soul Base

Wendell, NC

Unscored
$2,999248,477 mi

Comparison: 6 similar vehicles

Wendell, NC

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Burlington, NC

Unscored
$2,999227,573 mi

Comparison: 11 similar vehicles

Burlington, NC

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Clayton, NC

Unscored
$2,999147,977 mi

Comparison: 6 similar vehicles

Clayton, NC

2005 Acura MDX Touring Package

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

2005 Acura MDX Touring Package

Raleigh, NC

Unscored
$2,999398,920 mi

Comparison: 6 similar vehicles

Raleigh, NC

2005 Chrysler PT Cruiser LIMITED

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

2005 Chrysler PT Cruiser LIMITED

Clayton, NC

UnscoredInsufficient · 0
$2,999101,877 mi

Clayton, NC

2005 Volvo S60 2.5T

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

2005 Volvo S60 2.5T

Sanford, NC

UnscoredInsufficient · 0
$2,999213,793 mi

Sanford, NC

2004 BMW Z4 3

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

2004 BMW Z4 3

Sanford, NC

Unscored
$2,999128,510 mi

Comparison: 5 similar vehicles

Sanford, NC

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Greensboro, NC

UnscoredInsufficient · 0
$2,999173,200 mi

Greensboro, NC

2003 Dodge Grand Caravan eL

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

2003 Dodge Grand Caravan eL

Greensboro, NC

UnscoredInsufficient · 0
$2,999208,600 mi

Greensboro, NC

2011 Ford Escape Hybrid

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

2011 Ford Escape Hybrid

Asheboro, NC

UnscoredInsufficient · 0
$3,000Mileage not verified

Asheboro, NC

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Blairs, VA

UnscoredInsufficient · 4
$3,000142,730 mi

Comparison: 4 similar vehicles

Blairs, VA

2005 Mazda MAZDA6 s

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

2005 Mazda MAZDA6 s

Durham, NC

UnscoredInsufficient · 0
$3,000Mileage not verified

Durham, NC

2004 Honda Accord EX

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

2004 Honda Accord EX

Durham, NC

Unscored
$3,000218,000 mi

Comparison: 14 similar vehicles

Durham, NC

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Angier, NC

UnscoredInsufficient · 3
$3,200207,952 mi

Comparison: 3 similar vehicles

Angier, NC

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Greensboro, NC

Unscored
$3,250262,799 mi

Comparison: 7 similar vehicles

Greensboro, NC

2002 Ford Escape XLT Midnight

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

2002 Ford Escape XLT Midnight

Asheboro, NC

UnscoredInsufficient · 0
$3,250256,289 mi

Asheboro, NC

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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