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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

166 listings found

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

Clayton, NJ

UnscoredInsufficient · 0
$1,295180,851 mi

Clayton, NJ

2010 GMC Acadia SLE

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

2010 GMC Acadia SLE

Clayton, NJ

Unscored
$1,495213,758 mi

Comparison: 5 similar vehicles

Clayton, NJ

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Clayton, NJ

UnscoredInsufficient · 3
$1,495267,841 mi

Comparison: 3 similar vehicles

Clayton, NJ

2001 Ford Escape XLT

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

2001 Ford Escape XLT

Clayton, NJ

UnscoredInsufficient · 0
$1,495285,810 mi

Clayton, NJ

2006 Honda Civic LX

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

2006 Honda Civic LX

Clayton, NJ

Salvage title
$1,595225,898 mi

Clayton, NJ

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Clayton, NJ

Unscored
$1,695247,233 mi

Comparison: 22 similar vehicles

Clayton, NJ

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Clayton, NJ

Unscored
$1,795194,826 mi

Comparison: 9 similar vehicles

Clayton, NJ

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Clayton, NJ

Unscored
$1,795187,217 mi

Comparison: 5 similar vehicles

Clayton, NJ

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Clayton, NJ

Unscored
$1,895163,043 mi

Comparison: 25 similar vehicles

Clayton, NJ

2005 Nissan Altima S

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

2005 Nissan Altima S

Clayton, NJ

UnscoredInsufficient · 3
$1,895228,646 mi

Comparison: 3 similar vehicles

Clayton, NJ

2009 Nissan Altima S

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

2009 Nissan Altima S

Clayton, NJ

Unscored
$1,995209,498 mi

Comparison: 10 similar vehicles

Clayton, NJ

2007 Chevrolet HHR LT

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

2007 Chevrolet HHR LT

Clayton, NJ

UnscoredInsufficient · 0
$1,995206,004 mi

Clayton, NJ

2009 Chevrolet Malibu Fleet

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

2009 Chevrolet Malibu Fleet

Clayton, NJ

UnscoredInsufficient · 0
$2,095162,123 mi

Clayton, 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
$2,195169,407 mi

Clayton, NJ

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Clayton, NJ

Unscored
$2,495195,937 mi

Comparison: 5 similar vehicles

Clayton, NJ

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Clayton, NJ

Unscored
$2,495196,223 mi

Comparison: 5 similar vehicles

Clayton, NJ

2008 Suzuki SX4 Crossover Touring

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

2008 Suzuki SX4 Crossover Touring

Clayton, NJ

UnscoredInsufficient · 0
$2,495207,868 mi

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
$2,495274,850 mi

Comparison: 4 similar vehicles

Clayton, NJ

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Clayton, NJ

Unscored
$2,495174,650 mi

Comparison: 13 similar vehicles

Clayton, NJ

2007 Hyundai Tiburon GS

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

2007 Hyundai Tiburon GS

Clayton, NJ

UnscoredInsufficient · 0
$2,495183,629 mi

Clayton, NJ

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Clayton, NJ

UnscoredInsufficient · 0
$2,495320,000 mi

Clayton, NJ

2003 Chrysler Sebring LX

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

2003 Chrysler Sebring LX

Clayton, NJ

UnscoredInsufficient · 0
$2,495170,913 mi

Clayton, 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 · 3
$2,595233,998 mi

Comparison: 3 similar vehicles

Clayton, NJ

2007 GMC Acadia SLT2

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

2007 GMC Acadia SLT2

Clayton, NJ

UnscoredInsufficient · 0
$2,595182,048 mi

Clayton, NJ

2018 Kia Rio 5-Door LX

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

2018 Kia Rio 5-Door LX

Clayton, NJ

UnscoredInsufficient · 0
$2,795212,458 mi

Clayton, NJ

2007 Mazda CX-7 Grand Touring

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

2007 Mazda CX-7 Grand Touring

Clayton, NJ

UnscoredInsufficient · 0
$2,795195,538 mi

Clayton, NJ

2005 Chrysler Sebring Touring

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

2005 Chrysler Sebring Touring

Clayton, NJ

UnscoredInsufficient · 0
$2,795110,936 mi

Clayton, NJ

2002 Honda Accord EX

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

2002 Honda Accord EX

Clayton, NJ

Unscored
$2,795208,425 mi

Comparison: 7 similar vehicles

Clayton, NJ

2000 Chevrolet Malibu Base

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

2000 Chevrolet Malibu Base

Clayton, NJ

UnscoredInsufficient · 0
$2,79577,437 mi

Clayton, NJ

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Clayton, NJ

UnscoredInsufficient · 3
$2,995176,293 mi

Comparison: 3 similar vehicles

Clayton, 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

Unscored
$2,995176,418 mi

Comparison: 6 similar vehicles

Clayton, NJ

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Clayton, NJ

Unscored
$2,995184,291 mi

Comparison: 14 similar vehicles

Clayton, NJ

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Clayton, NJ

Unscored
$2,995175,956 mi

Comparison: 28 similar vehicles

Clayton, NJ

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Clayton, NJ

Unscored
$2,995204,706 mi

Comparison: 21 similar vehicles

Clayton, NJ

2009 Nissan Altima S

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

2009 Nissan Altima S

Clayton, NJ

Unscored
$2,995164,593 mi

Comparison: 10 similar vehicles

Clayton, NJ

2009 Nissan Sentra

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

2009 Nissan Sentra

Clayton, NJ

UnscoredInsufficient · 0
$2,995149,731 mi

Clayton, NJ

2008 Ford Focus S

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

2008 Ford Focus S

Clayton, NJ

UnscoredInsufficient · 0
$2,995100,772 mi

Clayton, NJ

2007 Honda Accord SE

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

2007 Honda Accord SE

Clayton, NJ

Unscored
$2,995186,932 mi

Comparison: 20 similar vehicles

Clayton, NJ

2002 Honda Accord EX

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

2002 Honda Accord EX

Clayton, NJ

Unscored
$2,995200,937 mi

Comparison: 7 similar vehicles

Clayton, NJ

2019 Kia Rio 5-Door S

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

2019 Kia Rio 5-Door S

Clayton, NJ

UnscoredInsufficient · 0
$3,195217,437 mi

Clayton, NJ

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Clayton, NJ

Unscored
$3,495179,471 mi

Comparison: 11 similar vehicles

Clayton, NJ

2011 Chevrolet Cruze 1FL

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

2011 Chevrolet Cruze 1FL

Clayton, NJ

UnscoredInsufficient · 0
$3,495146,018 mi

Clayton, NJ

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Clayton, NJ

Unscored
$3,495143,241 mi

Comparison: 10 similar vehicles

Clayton, NJ

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Clayton, NJ

Unscored
$3,495108,950 mi

Comparison: 5 similar vehicles

Clayton, NJ

2003 Ford F-250 Super Duty XL

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

2003 Ford F-250 Super Duty XL

Clayton, NJ

Unscored
$3,495129,061 mi

Comparison: 5 similar vehicles

Clayton, NJ

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Clayton, NJ

Fair PriceModerate · 22
$3,695119,508 mi

Market: $2,850 – $9,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Clayton, NJ

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Clayton, NJ

Unscored
$3,995180,643 mi

Comparison: 5 similar vehicles

Clayton, NJ

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Clayton, NJ

Unscored
$3,995152,169 mi

Comparison: 8 similar vehicles

Clayton, NJ

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Clayton, NJ

Unscored
$3,995172,886 mi

Comparison: 15 similar vehicles

Clayton, NJ

2010 Lincoln MKS Base

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

2010 Lincoln MKS Base

Clayton, NJ

UnscoredInsufficient · 4
$3,995136,444 mi

Comparison: 4 similar vehicles

Clayton, NJ

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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