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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 7, 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

3,657 listings found

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Elyria, OH

Unscored
$3,436192,803 mi

Comparison: 9 similar vehicles

Elyria, OH

2003 Mercedes-Benz M-Class ML350

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

2003 Mercedes-Benz M-Class ML350

Elyria, OH

UnscoredInsufficient · 0
$3,450191,571 mi

Elyria, OH

2012 Nissan Altima S

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

2012 Nissan Altima S

Elyria, OH

Unscored
$3,995206,307 mi

Comparison: 44 similar vehicles

Elyria, OH

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Elyria, OH

Unscored
$3,999160,802 mi

Comparison: 29 similar vehicles

Elyria, OH

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Elyria, OH

UnscoredInsufficient · 0
$3,999187,600 mi

Elyria, OH

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Elyria, OH

UnscoredInsufficient · 4
$4,100165,500 mi

Comparison: 4 similar vehicles

Elyria, OH

2009 Buick LaCrosse CXL

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

2009 Buick LaCrosse CXL

Elyria, OH

Unscored
$4,365167,356 mi

Comparison: 5 similar vehicles

Elyria, OH

2010 Mazda MAZDA3 i SV

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

2010 Mazda MAZDA3 i SV

Elyria, OH

UnscoredInsufficient · 0
$4,495127,899 mi

Elyria, OH

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Elyria, OH

Unscored
$4,499192,000 mi

Comparison: 5 similar vehicles

Elyria, OH

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Elyria, OH

UnscoredInsufficient · 4
$4,500Mileage not verified

Comparison: 4 similar vehicles

Elyria, OH

2009 Nissan Murano S

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

2009 Nissan Murano S

Elyria, OH

UnscoredInsufficient · 3
$4,500162,918 mi

Comparison: 3 similar vehicles

Elyria, OH

2010 Mercedes-Benz C-Class C300 Luxury

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

2010 Mercedes-Benz C-Class C300 Luxury

Elyria, OH

Unscored
$4,694171,164 mi

Comparison: 13 similar vehicles

Elyria, OH

2007 Toyota Avalon XL

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

2007 Toyota Avalon XL

Elyria, OH

UnscoredInsufficient · 3
$4,709193,079 mi

Comparison: 3 similar vehicles

Elyria, OH

2013 Ford Focus SE

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

2013 Ford Focus SE

Elyria, OH

Unscored
$4,936169,922 mi

Comparison: 9 similar vehicles

Elyria, OH

2014 Nissan Versa Sedan S Plus

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

2014 Nissan Versa Sedan S Plus

Elyria, OH

UnscoredInsufficient · 0
$4,995159,549 mi

Elyria, OH

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Elyria, OH

Unscored
$4,995129,600 mi

Comparison: 12 similar vehicles

Elyria, OH

2009 Ford Focus SES

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

2009 Ford Focus SES

Elyria, OH

UnscoredInsufficient · 0
$4,995145,139 mi

Elyria, OH

2008 Mercedes-Benz E-Class E320 BLUETEC

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

2008 Mercedes-Benz E-Class E320 BLUETEC

Elyria, OH

UnscoredInsufficient · 0
$4,995Mileage not verified

Elyria, OH

2002 Mercury Mountaineer Base

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

2002 Mercury Mountaineer Base

Elyria, OH

UnscoredInsufficient · 0
$4,995126,996 mi

Elyria, OH

2014 Chevrolet Cruze Turbo Diesel

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

2014 Chevrolet Cruze Turbo Diesel

Elyria, OH

UnscoredInsufficient · 0
$5,000111,750 mi

Elyria, OH

2003 Acura TL Type-S

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

2003 Acura TL Type-S

Elyria, OH

UnscoredInsufficient · 0
$5,000189,590 mi

Elyria, OH

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Elyria, OH

UnscoredInsufficient · 0
$5,145234,000 mi

Elyria, OH

2014 Honda Accord Sport

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

2014 Honda Accord Sport

Elyria, OH

Unscored
$5,200218,000 mi

Comparison: 8 similar vehicles

Elyria, OH

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Elyria, OH

Unscored
$5,200162,000 mi

Comparison: 17 similar vehicles

Elyria, OH

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Elyria, OH

Unscored
$5,436187,060 mi

Comparison: 11 similar vehicles

Elyria, OH

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Elyria, OH

Unscored
$5,499115,101 mi

Comparison: 5 similar vehicles

Elyria, OH

2010 Mercedes-Benz C-Class C300 Luxury

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

2010 Mercedes-Benz C-Class C300 Luxury

Elyria, OH

Fair PriceLimited · 13
$5,500117,696 mi

Market: $4,694 – $9,599

Comparison: 13 similar vehicles

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

Elyria, OH

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Elyria, OH

Unscored
$5,609133,297 mi

Comparison: 25 similar vehicles

Elyria, OH

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Elyria, OH

UnscoredInsufficient · 4
$5,950230,776 mi

Comparison: 4 similar vehicles

Elyria, OH

2009 Toyota Matrix S

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

2009 Toyota Matrix S

Elyria, OH

UnscoredInsufficient · 3
$5,950170,700 mi

Comparison: 3 similar vehicles

Elyria, OH

2011 Nissan Altima S

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

2011 Nissan Altima S

Elyria, OH

Unscored
$5,995159,225 mi

Comparison: 21 similar vehicles

Elyria, OH

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Elyria, OH

Unscored
$5,999147,407 mi

Comparison: 13 similar vehicles

Elyria, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Elyria, OH

Unscored
$5,999153,871 mi

Comparison: 20 similar vehicles

Elyria, OH

2008 Nissan Altima S

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

2008 Nissan Altima S

Elyria, OH

UnscoredInsufficient · 4
$6,200172,246 mi

Comparison: 4 similar vehicles

Elyria, OH

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Elyria, OH

UnscoredInsufficient · 3
$6,394131,575 mi

Comparison: 3 similar vehicles

Elyria, OH

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Elyria, OH

Unscored
$6,436169,000 mi

Comparison: 8 similar vehicles

Elyria, OH

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Elyria, OH

Unscored
$6,450135,700 mi

Comparison: 21 similar vehicles

Elyria, OH

2012 Kia Optima EX

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

2012 Kia Optima EX

Elyria, OH

Unscored
$6,469103,274 mi

Comparison: 5 similar vehicles

Elyria, OH

2016 Nissan Altima S

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

2016 Nissan Altima S

Elyria, OH

Unscored
$6,498115,118 mi

Comparison: 5 similar vehicles

Elyria, OH

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Elyria, OH

Unscored
$6,499136,114 mi

Comparison: 5 similar vehicles

Elyria, OH

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Elyria, OH

Unscored
$6,500205,001 mi

Comparison: 20 similar vehicles

Elyria, OH

2012 Honda Accord EX

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

2012 Honda Accord EX

Elyria, OH

UnscoredInsufficient · 3
$6,500142,400 mi

Comparison: 3 similar vehicles

Elyria, OH

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Elyria, OH

UnscoredInsufficient · 3
$6,500105,224 mi

Comparison: 3 similar vehicles

Elyria, OH

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Elyria, OH

Salvage title
$6,500177,889 mi

Elyria, OH

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Elyria, OH

Unscored
$6,595151,189 mi

Comparison: 20 similar vehicles

Elyria, OH

2007 Honda Element EX

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

2007 Honda Element EX

Elyria, OH

Unscored
$6,900155,772 mi

Comparison: 8 similar vehicles

Elyria, OH

2004 Toyota Avalon XLS

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

2004 Toyota Avalon XLS

Elyria, OH

UnscoredInsufficient · 0
$6,950115,627 mi

Elyria, OH

2000 Chrysler Sebring JXI

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

2000 Chrysler Sebring JXI

Elyria, OH

UnscoredInsufficient · 0
$6,99447,803 mi

Elyria, OH

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Elyria, OH

OverpricedLimited · 13
$6,995137,059 mi

Market: $2,916 – $5,999

Comparison: 13 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Elyria, OH

1998 Jaguar XJ Series VANDENPLAS

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

1998 Jaguar XJ Series VANDENPLAS

Elyria, OH

UnscoredInsufficient · 0
$6,99572,224 mi

Elyria, 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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