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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 8, 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

4,786 listings found

2006 MINI Cooper Base

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

2006 MINI Cooper Base

Saint Marys, PA

UnscoredInsufficient · 0
$2,500158,000 mi

Saint Marys, PA

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Irving, NY

Unscored
$2,800135,000 mi

Comparison: 5 similar vehicles

Irving, NY

2012 Kia Forte EX

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

2012 Kia Forte EX

Irving, NY

Unscored
$2,900150,000 mi

Comparison: 7 similar vehicles

Irving, NY

2011 Volvo XC90 3.2

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

2011 Volvo XC90 3.2

Little Valley, NY

UnscoredInsufficient · 3
$3,200122,366 mi

Comparison: 3 similar vehicles

Little Valley, NY

2012 Toyota Prius c One

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

2012 Toyota Prius c One

Irving, NY

UnscoredInsufficient · 0
$3,500190,000 mi

Irving, NY

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Irving, NY

Unscored
$3,500225,000 mi

Comparison: 17 similar vehicles

Irving, NY

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Irving, NY

Unscored
$3,500291,000 mi

Comparison: 8 similar vehicles

Irving, NY

2012 Mitsubishi Outlander Sport SE

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

2012 Mitsubishi Outlander Sport SE

Irving, NY

UnscoredInsufficient · 0
$3,900199,000 mi

Irving, NY

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Irving, NY

Unscored
$3,900208,471 mi

Comparison: 5 similar vehicles

Irving, NY

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Irving, NY

Unscored
$4,200158,452 mi

Comparison: 9 similar vehicles

Irving, NY

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Irving, NY

Unscored
$4,800177,345 mi

Comparison: 6 similar vehicles

Irving, NY

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Springville, NY

Salvage title
$4,899110,658 mi

Springville, NY

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Irving, NY

Unscored
$4,900153,000 mi

Comparison: 35 similar vehicles

Irving, NY

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Irving, NY

Unscored
$4,900149,000 mi

Comparison: 39 similar vehicles

Irving, NY

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Irving, NY

Unscored
$4,900194,000 mi

Comparison: 61 similar vehicles

Irving, NY

2008 Jeep Grand Cherokee Overland

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

2008 Jeep Grand Cherokee Overland

Irving, NY

UnscoredInsufficient · 0
$4,900150,000 mi

Irving, NY

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Springville, NY

Unscored
$4,999147,654 mi

Comparison: 8 similar vehicles

Springville, NY

2006 Subaru Forester X

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

2006 Subaru Forester X

Springville, NY

UnscoredInsufficient · 4
$4,999130,168 mi

Comparison: 4 similar vehicles

Springville, NY

2007 Honda Odyssey LX

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

2007 Honda Odyssey LX

Little Valley, NY

UnscoredInsufficient · 3
$5,100198,632 mi

Comparison: 3 similar vehicles

Little Valley, NY

2005 Pontiac Vibe Base

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

2005 Pontiac Vibe Base

Warren, PA

UnscoredInsufficient · 4
$5,290198,850 mi

Comparison: 4 similar vehicles

Warren, PA

2009 Chevrolet Impala SS

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

2009 Chevrolet Impala SS

Little Valley, NY

UnscoredInsufficient · 0
$5,299165,800 mi

Little Valley, NY

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Irving, NY

Unscored
$5,300191,000 mi

Comparison: 61 similar vehicles

Irving, NY

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Little Valley, NY

Unscored
$5,399206,530 mi

Comparison: 41 similar vehicles

Little Valley, NY

2006 Saturn Relay .3

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

2006 Saturn Relay .3

Jamestown, NY

UnscoredInsufficient · 0
$5,495148,753 mi

Jamestown, NY

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Irving, NY

Unscored
$5,500194,043 mi

Comparison: 22 similar vehicles

Irving, NY

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Irving, NY

Unscored
$5,500180,000 mi

Comparison: 6 similar vehicles

Irving, NY

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Irving, NY

Unscored
$5,50097,628 mi

Comparison: 7 similar vehicles

Irving, NY

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Saint Marys, PA

Unscored
$5,800179,175 mi

Comparison: 19 similar vehicles

Saint Marys, PA

2012 Subaru Forester

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

2012 Subaru Forester

Jamestown, NY

UnscoredInsufficient · 0
$5,850158,396 mi

Jamestown, NY

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Youngsville, PA

Unscored
$5,895Mileage not verified

Comparison: 5 similar vehicles

Youngsville, PA

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Irving, NY

Unscored
$5,900180,000 mi

Comparison: 17 similar vehicles

Irving, NY

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Irving, NY

Unscored
$5,900142,000 mi

Comparison: 12 similar vehicles

Irving, NY

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Jamestown, NY

Unscored
$5,995161,213 mi

Comparison: 70 similar vehicles

Jamestown, NY

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Jamestown, NY

Unscored
$5,995213,969 mi

Comparison: 61 similar vehicles

Jamestown, NY

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Irving, NY

Unscored
$5,999216,287 mi

Comparison: 12 similar vehicles

Irving, NY

1994 Ford Mustang

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

1994 Ford Mustang

Springville, NY

UnscoredInsufficient · 0
$5,999112,569 mi

Springville, NY

2010 Subaru Legacy I Limited

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

2010 Subaru Legacy I Limited

Springville, NY

UnscoredInsufficient · 0
$6,299129,137 mi

Springville, NY

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Warren, PA

UnscoredInsufficient · 4
$6,495143,559 mi

Comparison: 4 similar vehicles

Warren, PA

2011 Cadillac DTS Platinum Collection

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

2011 Cadillac DTS Platinum Collection

Saint Marys, PA

UnscoredInsufficient · 0
$6,500139,000 mi

Saint Marys, PA

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Irving, NY

UnscoredInsufficient · 0
$6,500115,000 mi

Irving, NY

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Belmont, NY

UnscoredInsufficient · 4
$6,50071,000 mi

Comparison: 4 similar vehicles

Belmont, NY

2008 Lexus RX 350

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

2008 Lexus RX 350

Irving, NY

Unscored
$6,500179,000 mi

Comparison: 8 similar vehicles

Irving, NY

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

Saint Marys, PA

UnscoredInsufficient · 0
$6,500120,000 mi

Saint Marys, PA

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Youngsville, PA

Unscored
$6,595Mileage not verified

Comparison: 157 similar vehicles

Youngsville, PA

2008 Honda Accord LX

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

2008 Honda Accord LX

Youngsville, PA

Unscored
$6,895Mileage not verified

Comparison: 6 similar vehicles

Youngsville, PA

2009 Honda Odyssey LX

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

2009 Honda Odyssey LX

Springville, NY

UnscoredInsufficient · 0
$6,899164,561 mi

Springville, NY

1989 Cadillac Eldorado

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

1989 Cadillac Eldorado

Holland, NY

UnscoredInsufficient · 0
$6,970142,171 mi

Holland, NY

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Warren, PA

Unscored
$6,990159,865 mi

Comparison: 25 similar vehicles

Warren, PA

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Russell, PA

Unscored
$6,999140,171 mi

Comparison: 14 similar vehicles

Russell, PA

2017 Ford Escape SE

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

2017 Ford Escape SE

Russell, PA

Unscored
$6,999139,468 mi

Comparison: 394 similar vehicles

Russell, PA

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 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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