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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

13,579 listings found

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Terrell, TX

UnscoredInsufficient · 0
$1,995200,000 mi

Terrell, TX

No Photo

2004 Ford Escape XLT

Corsicana, TX

UnscoredInsufficient · 0
$2,000255,689 mi

Corsicana, TX

2007 Suzuki XL7 Luxury

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

2007 Suzuki XL7 Luxury

Dallas, TX

UnscoredInsufficient · 0
$2,350199,592 mi

Dallas, TX

No Photo

2012 Chevrolet Equinox LTZ

Corsicana, TX

UnscoredLimited · 6
$2,500181,151 mi

Comparison: 6 similar vehicles

Corsicana, TX

2005 GMC Yukon XL SLE

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

2005 GMC Yukon XL SLE

Terrell, TX

UnscoredInsufficient · 0
$2,500200,000 mi

Terrell, TX

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Dallas, TX

UnscoredInsufficient · 0
$2,799210,247 mi

Dallas, TX

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Dallas, TX

UnscoredInsufficient · 4
$2,995289,858 mi

Comparison: 4 similar vehicles

Dallas, TX

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Dallas, TX

UnscoredInsufficient · 3
$2,999222,209 mi

Comparison: 3 similar vehicles

Dallas, TX

No Photo

2016 Mitsubishi Outlander SE

Corsicana, TX

UnscoredLimited · 12
$3,000177,434 mi

Comparison: 12 similar vehicles

Corsicana, TX

No Photo

2013 Land Rover LR2 Base

Corsicana, TX

UnscoredInsufficient · 0
$3,000107,483 mi

Corsicana, TX

2010 Lincoln MKT Base

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

2010 Lincoln MKT Base

Dallas, TX

UnscoredInsufficient · 0
$3,000150,951 mi

Dallas, TX

2003 Nissan Pathfinder SE

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

2003 Nissan Pathfinder SE

Dallas, TX

UnscoredInsufficient · 0
$3,000Mileage not verified

Dallas, TX

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Dallas, TX

UnscoredLimited · 5
$3,000Mileage not verified

Comparison: 5 similar vehicles

Dallas, TX

2009 Kia Sorento LX

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

2009 Kia Sorento LX

Dallas, TX

UnscoredInsufficient · 3
$3,495166,918 mi

Comparison: 3 similar vehicles

Dallas, TX

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

Dallas, TX

UnscoredInsufficient · 3
$3,500241,768 mi

Comparison: 3 similar vehicles

Dallas, TX

2011 GMC Acadia SL

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

2011 GMC Acadia SL

Mesquite, TX

UnscoredInsufficient · 0
$3,995159,490 mi

Mesquite, TX

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Dallas, TX

UnscoredInsufficient · 4
$3,995170,000 mi

Comparison: 4 similar vehicles

Dallas, TX

1998 Chevrolet Suburban Base

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

1998 Chevrolet Suburban Base

Dallas, TX

UnscoredInsufficient · 0
$3,995265,450 mi

Dallas, TX

2010 BMW X5 xDrive48i

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

2010 BMW X5 xDrive48i

Forney, TX

UnscoredInsufficient · 0
$3,999Mileage not verified

Forney, TX

1999 Lexus RX 300

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

1999 Lexus RX 300

Dallas, TX

UnscoredLimited · 6
$3,999Mileage not verified

Comparison: 6 similar vehicles

Dallas, TX

No Photo

2013 Ford Edge SEL

Corsicana, TX

UnscoredModerate · 40
$4,000211,811 mi

Comparison: 40 similar vehicles

Corsicana, TX

2007 GMC Yukon SLE2

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

2007 GMC Yukon SLE2

Dallas, TX

UnscoredInsufficient · 3
$4,000151,929 mi

Comparison: 3 similar vehicles

Dallas, TX

No Photo

2007 Lexus RX 350

Corsicana, TX

UnscoredModerate · 24
$4,000203,897 mi

Comparison: 24 similar vehicles

Corsicana, TX

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Dallas, TX

Salvage title
$4,325151,075 mi

Dallas, TX

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Dallas, TX

UnscoredLimited · 8
$4,450139,263 mi

Comparison: 8 similar vehicles

Dallas, TX

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Dallas, TX

UnscoredInsufficient · 3
$4,499196,163 mi

Comparison: 3 similar vehicles

Dallas, TX

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Seven Points, TX

UnscoredInsufficient · 3
$4,500183,704 mi

Comparison: 3 similar vehicles

Seven Points, TX

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Dallas, TX

UnscoredInsufficient · 3
$4,500141,029 mi

Comparison: 3 similar vehicles

Dallas, TX

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Rowlett, TX

UnscoredInsufficient · 3
$4,500159,905 mi

Comparison: 3 similar vehicles

Rowlett, TX

2012 Nissan Pathfinder S

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

2012 Nissan Pathfinder S

Terrell, TX

UnscoredInsufficient · 0
$4,500200,000 mi

Terrell, TX

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

Dallas, TX

UnscoredInsufficient · 4
$4,500195,200 mi

Comparison: 4 similar vehicles

Dallas, TX

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Chandler, TX

UnscoredInsufficient · 0
$4,500197,335 mi

Chandler, TX

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Dallas, TX

UnscoredInsufficient · 4
$4,500200,061 mi

Comparison: 4 similar vehicles

Dallas, TX

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Tyler, TX

UnscoredModerate · 27
$4,500262,450 mi

Comparison: 27 similar vehicles

Tyler, TX

2006 Cadillac Escalade ESV Base

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

2006 Cadillac Escalade ESV Base

Dallas, TX

Salvage title
$4,500187,073 mi

Dallas, TX

2006 INFINITI QX56 Base

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

2006 INFINITI QX56 Base

Terrell, TX

UnscoredInsufficient · 0
$4,500167,522 mi

Terrell, TX

2005 Volvo XC90 T6

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

2005 Volvo XC90 T6

Dallas, TX

UnscoredInsufficient · 0
$4,500142,151 mi

Dallas, TX

2004 Land Rover Range Rover HSE

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

2004 Land Rover Range Rover HSE

Dallas, TX

UnscoredInsufficient · 0
$4,500Mileage not verified

Dallas, TX

2017 Mitsubishi Outlander Sport ES

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

2017 Mitsubishi Outlander Sport ES

Dallas, TX

UnscoredInsufficient · 0
$4,700104,756 mi

Dallas, TX

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Dallas, TX

UnscoredInsufficient · 0
$4,700200,000 mi

Dallas, TX

2013 BMW X5 xDrive35i Sport Activity

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

2013 BMW X5 xDrive35i Sport Activity

Tyler, TX

UnscoredInsufficient · 3
$4,725215,538 mi

Comparison: 3 similar vehicles

Tyler, TX

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Corsicana, TX

UnscoredLimited · 18
$4,850189,416 mi

Comparison: 18 similar vehicles

Corsicana, TX

2009 Volkswagen Tiguan S

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

2009 Volkswagen Tiguan S

Dallas, TX

UnscoredInsufficient · 3
$4,89599,505 mi

Comparison: 3 similar vehicles

Dallas, TX

2014 GMC Acadia SLT2

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

2014 GMC Acadia SLT2

Dallas, TX

UnscoredInsufficient · 4
$4,900150,000 mi

Comparison: 4 similar vehicles

Dallas, TX

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Mineola, TX

UnscoredInsufficient · 4
$4,900115,782 mi

Comparison: 4 similar vehicles

Mineola, TX

2012 Nissan Murano S

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

2012 Nissan Murano S

Dallas, TX

UnscoredInsufficient · 3
$4,900128,881 mi

Comparison: 3 similar vehicles

Dallas, TX

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

Corsicana, TX

UnscoredLimited · 15
$4,955167,421 mi

Comparison: 15 similar vehicles

Corsicana, TX

2014 Cadillac SRX Premium Collection

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

2014 Cadillac SRX Premium Collection

Mesquite, TX

UnscoredInsufficient · 4
$4,995205,877 mi

Comparison: 4 similar vehicles

Mesquite, TX

No Photo

2013 Ford Edge Limited

Corsicana, TX

UnscoredModerate · 28
$4,995235,298 mi

Comparison: 28 similar vehicles

Corsicana, TX

No Photo

2011 Chevrolet Traverse LTZ

Corsicana, TX

UnscoredInsufficient · 0
$4,995214,025 mi

Corsicana, TX

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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