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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 3, 2026

6.8M+

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

232 listings found

2008 Scion xB Base

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

2008 Scion xB Base

Jefferson, NJ

Unscored
$1,599248,066 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Jefferson, NJ

UnscoredInsufficient · 0
$1,999256,336 mi

Jefferson, NJ

2010 Honda Odyssey LX

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

2010 Honda Odyssey LX

Jefferson, NJ

Unscored
$2,549174,103 mi

Comparison: 7 similar vehicles

Jefferson, NJ

2010 Hyundai Elantra Touring SE

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

2010 Hyundai Elantra Touring SE

Jefferson, NJ

UnscoredInsufficient · 3
$2,549193,983 mi

Comparison: 3 similar vehicles

Jefferson, NJ

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Jefferson, NJ

Unscored
$2,549222,165 mi

Comparison: 12 similar vehicles

Jefferson, NJ

2010 Honda Civic LX

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

2010 Honda Civic LX

Jefferson, NJ

Unscored
$2,599216,328 mi

Comparison: 22 similar vehicles

Jefferson, NJ

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Jefferson, NJ

Unscored
$2,599222,906 mi

Comparison: 12 similar vehicles

Jefferson, NJ

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Jefferson, NJ

Unscored
$2,599247,000 mi

Comparison: 10 similar vehicles

Jefferson, NJ

2007 Acura TL Base

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

2007 Acura TL Base

Jefferson, NJ

UnscoredInsufficient · 3
$2,849205,276 mi

Comparison: 3 similar vehicles

Jefferson, NJ

2015 Kia Soul Base

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

2015 Kia Soul Base

Jefferson, NJ

Unscored
$2,899178,748 mi

Comparison: 11 similar vehicles

Jefferson, NJ

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Jefferson, NJ

UnscoredInsufficient · 0
$2,899118,910 mi

Jefferson, NJ

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Jefferson, NJ

UnscoredInsufficient · 4
$2,999185,655 mi

Comparison: 4 similar vehicles

Jefferson, NJ

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Jefferson, NJ

Unscored
$2,999229,589 mi

Comparison: 6 similar vehicles

Jefferson, NJ

2006 Honda Civic EX

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

2006 Honda Civic EX

Jefferson, NJ

Unscored
$2,999Mileage not verified

Comparison: 9 similar vehicles

Jefferson, NJ

2006 BMW 3 Series 330xi

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

2006 BMW 3 Series 330xi

Jefferson, NJ

Unscored
$2,999162,574 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2005 Volvo S60 2.4

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

2005 Volvo S60 2.4

Jefferson, NJ

UnscoredInsufficient · 0
$2,999160,020 mi

Jefferson, NJ

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Jefferson, NJ

Unscored
$3,549225,024 mi

Comparison: 8 similar vehicles

Jefferson, NJ

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Jefferson, NJ

Unscored
$3,599119,698 mi

Comparison: 12 similar vehicles

Jefferson, NJ

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Jefferson, NJ

UnscoredInsufficient · 3
$3,599139,446 mi

Comparison: 3 similar vehicles

Jefferson, NJ

2015 Buick Encore Base

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

2015 Buick Encore Base

Jefferson, NJ

Unscored
$3,800173,585 mi

Comparison: 6 similar vehicles

Jefferson, NJ

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Jefferson, NJ

Unscored
$3,990147,731 mi

Comparison: 19 similar vehicles

Jefferson, NJ

2008 Suzuki SX4 Sport Convenience

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

2008 Suzuki SX4 Sport Convenience

Jefferson, NJ

UnscoredInsufficient · 0
$3,995108,736 mi

Jefferson, NJ

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Jefferson, NJ

Fair PriceModerate · 24
$3,999115,762 mi

Market: $2,600 – $9,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Jefferson, NJ

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Jefferson, NJ

UnscoredInsufficient · 0
$3,999145,827 mi

Jefferson, NJ

2005 Hyundai Sonata Base

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

2005 Hyundai Sonata Base

Jefferson, NJ

UnscoredInsufficient · 0
$3,999119,592 mi

Jefferson, NJ

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Jefferson, NJ

Unscored
$4,499196,172 mi

Comparison: 30 similar vehicles

Jefferson, NJ

2010 Nissan Murano LE

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

2010 Nissan Murano LE

Jefferson, NJ

Unscored
$4,499150,907 mi

Comparison: 11 similar vehicles

Jefferson, NJ

2005 Lexus ES 330

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

2005 Lexus ES 330

Jefferson, NJ

UnscoredInsufficient · 4
$4,499124,785 mi

Comparison: 4 similar vehicles

Jefferson, NJ

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Jefferson, NJ

Unscored
$4,599152,594 mi

Comparison: 9 similar vehicles

Jefferson, NJ

2013 Nissan Frontier S

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

2013 Nissan Frontier S

Jefferson, NJ

UnscoredInsufficient · 0
$4,599182,709 mi

Jefferson, NJ

2011 Ford F-150 STX

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

2011 Ford F-150 STX

Jefferson, NJ

Unscored
$4,599251,726 mi

Comparison: 6 similar vehicles

Jefferson, NJ

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Jefferson, NJ

Unscored
$4,599239,714 mi

Comparison: 17 similar vehicles

Jefferson, NJ

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Jefferson, NJ

Unscored
$4,696175,890 mi

Comparison: 7 similar vehicles

Jefferson, NJ

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Jefferson, NJ

Unscored
$4,699135,428 mi

Comparison: 10 similar vehicles

Jefferson, NJ

2011 Mercedes-Benz M-Class ML350

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

2011 Mercedes-Benz M-Class ML350

Jefferson, NJ

Unscored
$4,799258,160 mi

Comparison: 12 similar vehicles

Jefferson, NJ

2013 Volvo XC90 3.2 Platinum

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

2013 Volvo XC90 3.2 Platinum

Jefferson, NJ

UnscoredInsufficient · 0
$4,899171,403 mi

Jefferson, NJ

2007 BMW 3 Series 335i

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

2007 BMW 3 Series 335i

Jefferson, NJ

Unscored
$4,899104,918 mi

Comparison: 6 similar vehicles

Jefferson, NJ

2014 Ford Focus SE

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

2014 Ford Focus SE

Jefferson, NJ

Fair PriceModerate · 26
$4,94977,587 mi

Market: $2,500 – $8,499

Comparison: 26 similar vehicles

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

Jefferson, NJ

2006 BMW 3 Series 325xi

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

2006 BMW 3 Series 325xi

Jefferson, NJ

UnscoredInsufficient · 0
$4,995103,011 mi

Jefferson, NJ

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Jefferson, NJ

Unscored
$4,999221,525 mi

Comparison: 16 similar vehicles

Jefferson, NJ

2014 Mazda MAZDA3 i Sport

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

2014 Mazda MAZDA3 i Sport

Jefferson, NJ

Unscored
$4,999188,779 mi

Comparison: 24 similar vehicles

Jefferson, NJ

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Jefferson, NJ

UnscoredInsufficient · 4
$4,999133,564 mi

Comparison: 4 similar vehicles

Jefferson, NJ

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Jefferson, NJ

Unscored
$4,999242,596 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2009 Volkswagen Tiguan S

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

2009 Volkswagen Tiguan S

Jefferson, NJ

Unscored
$4,999147,910 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2008 Lexus ES 350

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

2008 Lexus ES 350

Jefferson, NJ

UnscoredInsufficient · 3
$4,999236,258 mi

Comparison: 3 similar vehicles

Jefferson, NJ

2016 Hyundai Sonata Sport

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

2016 Hyundai Sonata Sport

Jefferson, NJ

Unscored
$5,30094,355 mi

Comparison: 8 similar vehicles

Jefferson, NJ

2010 Chevrolet HHR LS

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

2010 Chevrolet HHR LS

Jefferson, NJ

Unscored
$5,399116,509 mi

Comparison: 7 similar vehicles

Jefferson, NJ

2017 Ford Focus SEL

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

2017 Ford Focus SEL

Jefferson, NJ

Unscored
$5,49983,045 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Jefferson, NJ

Unscored
$5,499199,974 mi

Comparison: 12 similar vehicles

Jefferson, NJ

2012 Kia Rio 5-Door SX

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

2012 Kia Rio 5-Door SX

Jefferson, NJ

UnscoredInsufficient · 0
$5,50065,445 mi

Jefferson, NJ

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.
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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