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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

21,392 listings found

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Gloucester City, NJ

UnscoredModerate · 26
$1,800156,434 mi

Comparison: 26 similar vehicles

Gloucester City, NJ

2013 Chevrolet Captiva Sport 2LS

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

2013 Chevrolet Captiva Sport 2LS

Vineland, NJ

UnscoredInsufficient · 0
$1,950232,209 mi

Vineland, NJ

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Bridgeton, NJ

UnscoredModerate · 41
$2,195224,042 mi

Comparison: 41 similar vehicles

Bridgeton, NJ

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Clayton, NJ

UnscoredLimited · 11
$2,195184,500 mi

Comparison: 11 similar vehicles

Clayton, NJ

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Buena, NJ

UnscoredLimited · 6
$2,390175,618 mi

Comparison: 6 similar vehicles

Buena, NJ

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Vineland, NJ

UnscoredInsufficient · 3
$2,450243,640 mi

Comparison: 3 similar vehicles

Vineland, NJ

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Vineland, NJ

UnscoredInsufficient · 3
$2,450390,034 mi

Comparison: 3 similar vehicles

Vineland, NJ

2009 Ford Explorer Eddie Bauer

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

2009 Ford Explorer Eddie Bauer

Vineland, NJ

UnscoredInsufficient · 0
$2,450272,778 mi

Vineland, NJ

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Vineland, NJ

UnscoredInsufficient · 3
$2,450192,448 mi

Comparison: 3 similar vehicles

Vineland, NJ

2004 Lincoln Navigator Luxury

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

2004 Lincoln Navigator Luxury

Vineland, NJ

UnscoredInsufficient · 3
$2,450192,480 mi

Comparison: 3 similar vehicles

Vineland, NJ

2007 Jeep Patriot Sport

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

2007 Jeep Patriot Sport

Clayton, NJ

UnscoredInsufficient · 0
$2,495169,407 mi

Clayton, NJ

2007 Ford Edge SE

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

2007 Ford Edge SE

Wrightstown, NJ

UnscoredInsufficient · 4
$2,495114,253 mi

Comparison: 4 similar vehicles

Wrightstown, NJ

2006 Mercedes-Benz M-Class ML350

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

2006 Mercedes-Benz M-Class ML350

Westampton Township, NJ

UnscoredInsufficient · 0
$2,499225,886 mi

Westampton Township, NJ

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Oaklyn, NJ

UnscoredLimited · 17
$2,694206,849 mi

Comparison: 17 similar vehicles

Oaklyn, NJ

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Vineland, NJ

UnscoredLimited · 19
$2,750340,179 mi

Comparison: 19 similar vehicles

Vineland, NJ

2007 Audi Q7 Premium

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

2007 Audi Q7 Premium

Vineland, NJ

UnscoredLimited · 8
$2,750305,840 mi

Comparison: 8 similar vehicles

Vineland, NJ

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Winslow Township, NJ

Salvage title
$2,790203,169 mi

Winslow Township, NJ

2011 Acura RDX Technology Package

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

2011 Acura RDX Technology Package

Clayton, NJ

UnscoredInsufficient · 4
$2,795233,998 mi

Comparison: 4 similar vehicles

Clayton, NJ

2007 Chevrolet TrailBlazer LT

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

2007 Chevrolet TrailBlazer LT

Clayton, NJ

UnscoredInsufficient · 4
$2,795274,850 mi

Comparison: 4 similar vehicles

Clayton, NJ

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Toms River, NJ

UnscoredLimited · 8
$2,895187,528 mi

Comparison: 8 similar vehicles

Toms River, NJ

2006 Acura MDX Base

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

2006 Acura MDX Base

Monroe, NJ

UnscoredLimited · 8
$2,900146,983 mi

Comparison: 8 similar vehicles

Monroe, NJ

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Vineland, NJ

UnscoredInsufficient · 3
$2,950189,960 mi

Comparison: 3 similar vehicles

Vineland, NJ

2012 Ford Expedition XL

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

2012 Ford Expedition XL

Egg Harbor Township, NJ

UnscoredInsufficient · 0
$2,988409,450 mi

Egg Harbor Township, NJ

2014 Kia Sorento EX

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

2014 Kia Sorento EX

Clayton, NJ

UnscoredLimited · 5
$2,995176,418 mi

Comparison: 5 similar vehicles

Clayton, NJ

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Wrightstown, NJ

UnscoredInsufficient · 4
$2,995109,937 mi

Comparison: 4 similar vehicles

Wrightstown, NJ

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Wrightstown, NJ

UnscoredLimited · 8
$2,99596,422 mi

Comparison: 8 similar vehicles

Wrightstown, NJ

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Bridgeton, NJ

UnscoredInsufficient · 3
$2,995268,718 mi

Comparison: 3 similar vehicles

Bridgeton, NJ

2005 Jeep Liberty Limited

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

2005 Jeep Liberty Limited

Bridgeton, NJ

UnscoredLimited · 8
$2,995145,741 mi

Comparison: 8 similar vehicles

Bridgeton, NJ

1999 Honda CR-V LX

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

1999 Honda CR-V LX

Stratford, NJ

UnscoredInsufficient · 0
$2,999228,260 mi

Stratford, NJ

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Gloucester City, NJ

UnscoredModerate · 28
$3,00098,945 mi

Comparison: 28 similar vehicles

Gloucester City, NJ

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Cherry Hill, NJ

Fair PriceModerate · 22
$3,000113,033 mi

Market: $1,999 – $9,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Cherry Hill, NJ

2002 Chevrolet TrailBlazer LT

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

2002 Chevrolet TrailBlazer LT

Cinnaminson, NJ

UnscoredInsufficient · 0
$3,237210,551 mi

Cinnaminson, NJ

No Photo

2015 Chevrolet Traverse LS

Delran, NJ

UnscoredInsufficient · 3
$3,300159,100 mi

Comparison: 3 similar vehicles

Delran, NJ

2012 Mazda CX-9 Sport

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

2012 Mazda CX-9 Sport

Brick Township, NJ

UnscoredInsufficient · 4
$3,484179,134 mi

Comparison: 4 similar vehicles

Brick Township, NJ

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Brick Township, NJ

UnscoredLimited · 6
$3,484135,327 mi

Comparison: 6 similar vehicles

Brick Township, NJ

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Brick Township, NJ

UnscoredLimited · 11
$3,484207,249 mi

Comparison: 11 similar vehicles

Brick Township, NJ

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Runnemede, NJ

UnscoredLimited · 5
$3,495197,981 mi

Comparison: 5 similar vehicles

Runnemede, NJ

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Wrightstown, NJ

UnscoredInsufficient · 3
$3,49589,621 mi

Comparison: 3 similar vehicles

Wrightstown, NJ

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Clayton, NJ

UnscoredLimited · 14
$3,495163,336 mi

Comparison: 14 similar vehicles

Clayton, NJ

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Gloucester City, NJ

UnscoredModerate · 31
$3,500151,073 mi

Comparison: 31 similar vehicles

Gloucester City, NJ

2014 Nissan Pathfinder Platinum

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

2014 Nissan Pathfinder Platinum

Gloucester City, NJ

UnscoredLimited · 16
$3,500134,856 mi

Comparison: 16 similar vehicles

Gloucester City, NJ

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Winslow Township, NJ

UnscoredLimited · 17
$3,500138,795 mi

Comparison: 17 similar vehicles

Winslow Township, NJ

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Gloucester City, NJ

UnscoredLimited · 7
$3,50098,548 mi

Comparison: 7 similar vehicles

Gloucester City, NJ

2011 GMC Terrain SLE-2

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

2011 GMC Terrain SLE-2

Gloucester City, NJ

UnscoredInsufficient · 0
$3,50045,259 mi

Gloucester City, NJ

2011 Acura MDX Base

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

2011 Acura MDX Base

Gloucester City, NJ

UnscoredLimited · 5
$3,500119,589 mi

Comparison: 5 similar vehicles

Gloucester City, NJ

2010 Mitsubishi Outlander XLS

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

2010 Mitsubishi Outlander XLS

Westampton Township, NJ

UnscoredInsufficient · 0
$3,500197,434 mi

Westampton Township, NJ

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Gloucester City, NJ

UnscoredModerate · 33
$3,50087,183 mi

Comparison: 33 similar vehicles

Gloucester City, NJ

2007 Jeep Wrangler Sahara

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

2007 Jeep Wrangler Sahara

Gloucester City, NJ

UnscoredLimited · 5
$3,500119,585 mi

Comparison: 5 similar vehicles

Gloucester City, NJ

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Gloucester City, NJ

UnscoredInsufficient · 0
$3,50057,388 mi

Gloucester City, NJ

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Eagleswood, NJ

UnscoredLimited · 17
$3,500229,045 mi

Comparison: 17 similar vehicles

Eagleswood, NJ

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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