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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 6, 2026

7.1M+

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

1,185 listings found

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
$2,999134,603 mi

Newark, OH

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Newark, OH

Unscored
$3,190235,418 mi

Comparison: 7 similar vehicles

Newark, OH

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Newark, OH

UnscoredInsufficient · 0
$3,250122,751 mi

Newark, OH

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Newark, OH

Unscored
$3,499243,588 mi

Comparison: 9 similar vehicles

Newark, OH

2010 Acura MDX Technology & Entertainment Package

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

2010 Acura MDX Technology & Entertainment Package

Newark, OH

UnscoredInsufficient · 4
$3,499263,584 mi

Comparison: 4 similar vehicles

Newark, OH

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Newark, OH

Unscored
$3,899212,000 mi

Comparison: 8 similar vehicles

Newark, OH

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Newark, OH

Unscored
$3,990218,950 mi

Comparison: 18 similar vehicles

Newark, OH

2006 Mercedes-Benz E-Class E500 4Matic

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

2006 Mercedes-Benz E-Class E500 4Matic

Newark, OH

UnscoredInsufficient · 0
$3,990131,244 mi

Newark, OH

2013 Mazda MAZDA6 i Touring

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

2013 Mazda MAZDA6 i Touring

Newark, OH

UnscoredInsufficient · 3
$3,995193,588 mi

Comparison: 3 similar vehicles

Newark, OH

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Newark, OH

Fair PriceModerate · 20
$3,995Mileage not verified

Market: $2,485 – $8,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

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

Newark, OH

UnscoredInsufficient · 4
$3,995169,211 mi

Comparison: 4 similar vehicles

Newark, OH

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Newark, OH

Unscored
$3,995120,383 mi

Comparison: 7 similar vehicles

Newark, OH

2009 Honda Accord LX

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

2009 Honda Accord LX

Newark, OH

UnscoredInsufficient · 3
$3,995205,840 mi

Comparison: 3 similar vehicles

Newark, OH

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Newark, OH

Unscored
$3,995235,950 mi

Comparison: 6 similar vehicles

Newark, OH

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Newark, OH

Unscored
$3,999194,000 mi

Comparison: 12 similar vehicles

Newark, OH

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Newark, OH

Unscored
$4,250192,805 mi

Comparison: 5 similar vehicles

Newark, OH

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Newark, OH

Unscored
$4,490204,867 mi

Comparison: 7 similar vehicles

Newark, OH

2014 Honda Pilot EX

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

2014 Honda Pilot EX

Newark, OH

Unscored
$4,495203,444 mi

Comparison: 5 similar vehicles

Newark, OH

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Newark, OH

Fair PriceLimited · 12
$4,49575,400 mi

Market: $4,980 – $7,995

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Newark, OH

2007 Honda Element EX

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

2007 Honda Element EX

Newark, OH

Unscored
$4,690256,634 mi

Comparison: 14 similar vehicles

Newark, OH

2003 Toyota Sequoia Limited

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

2003 Toyota Sequoia Limited

Newark, OH

UnscoredInsufficient · 0
$4,690274,398 mi

Newark, OH

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Newark, OH

Unscored
$4,990238,687 mi

Comparison: 15 similar vehicles

Newark, OH

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Newark, OH

UnscoredInsufficient · 4
$4,990179,820 mi

Comparison: 4 similar vehicles

Newark, OH

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Newark, OH

Unscored
$4,995192,254 mi

Comparison: 40 similar vehicles

Newark, OH

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Newark, OH

Unscored
$4,995153,671 mi

Comparison: 7 similar vehicles

Newark, OH

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Newark, OH

Unscored
$4,995167,959 mi

Comparison: 11 similar vehicles

Newark, OH

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Newark, OH

UnscoredInsufficient · 3
$4,995183,771 mi

Comparison: 3 similar vehicles

Newark, OH

2010 MINI Cooper S

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

2010 MINI Cooper S

Newark, OH

UnscoredInsufficient · 3
$4,995142,841 mi

Comparison: 3 similar vehicles

Newark, OH

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Newark, OH

Unscored
$4,995124,134 mi

Comparison: 5 similar vehicles

Newark, OH

2007 Chevrolet Silverado Classic 1500 LS

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

2007 Chevrolet Silverado Classic 1500 LS

Newark, OH

UnscoredInsufficient · 0
$4,995250,307 mi

Newark, OH

2007 Honda Accord 3.0 SE

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

2007 Honda Accord 3.0 SE

Newark, OH

UnscoredInsufficient · 0
$4,995153,672 mi

Newark, OH

2007 Honda Civic LX

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

2007 Honda Civic LX

Newark, OH

UnscoredInsufficient · 3
$4,995149,252 mi

Comparison: 3 similar vehicles

Newark, OH

2002 Toyota Camry XLE V6

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

2002 Toyota Camry XLE V6

Newark, OH

UnscoredInsufficient · 0
$4,995118,030 mi

Newark, OH

2001 Cadillac Eldorado ETC

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

2001 Cadillac Eldorado ETC

Newark, OH

UnscoredInsufficient · 0
$4,99582,277 mi

Newark, OH

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Newark, OH

Unscored
$4,999177,125 mi

Comparison: 10 similar vehicles

Newark, OH

2010 Chevrolet Equinox LTZ

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

2010 Chevrolet Equinox LTZ

Newark, OH

Unscored
$4,999130,000 mi

Comparison: 15 similar vehicles

Newark, OH

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Newark, OH

Unscored
$5,25097,440 mi

Comparison: 9 similar vehicles

Newark, OH

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Newark, OH

UnscoredInsufficient · 4
$5,313124,674 mi

Comparison: 4 similar vehicles

Newark, OH

2003 MINI Base

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

2003 MINI Base

Newark, OH

UnscoredInsufficient · 0
$5,313108,350 mi

Newark, OH

2002 Chrysler PT Cruiser LIMITED

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

2002 Chrysler PT Cruiser LIMITED

Newark, OH

UnscoredInsufficient · 0
$5,31386,371 mi

Newark, OH

2000 GMC Jimmy SLE

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

2000 GMC Jimmy SLE

Newark, OH

UnscoredInsufficient · 0
$5,31396,493 mi

Newark, OH

2008 Acura TL Base

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

2008 Acura TL Base

Newark, OH

Unscored
$5,370181,058 mi

Comparison: 8 similar vehicles

Newark, OH

2013 Volvo S60 T5 Premier Plus

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

2013 Volvo S60 T5 Premier Plus

Newark, OH

UnscoredInsufficient · 0
$5,495162,588 mi

Newark, OH

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Newark, OH

UnscoredInsufficient · 3
$5,495145,174 mi

Comparison: 3 similar vehicles

Newark, OH

2010 Toyota Prius III

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

2010 Toyota Prius III

Newark, OH

UnscoredInsufficient · 3
$5,495187,854 mi

Comparison: 3 similar vehicles

Newark, OH

2008 Cadillac STS Base

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

2008 Cadillac STS Base

Newark, OH

UnscoredInsufficient · 0
$5,495125,898 mi

Newark, OH

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Newark, OH

Unscored
$5,500182,330 mi

Comparison: 13 similar vehicles

Newark, OH

2011 Cadillac CTS Premium Collection

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

2011 Cadillac CTS Premium Collection

Newark, OH

UnscoredInsufficient · 3
$5,659164,771 mi

Comparison: 3 similar vehicles

Newark, OH

2017 INFINITI Q50 Base

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

2017 INFINITI Q50 Base

Newark, OH

UnscoredInsufficient · 0
$5,690191,369 mi

Newark, OH

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Newark, OH

Unscored
$5,690164,781 mi

Comparison: 31 similar vehicles

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 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 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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