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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 4, 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

4,644 listings found

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Vernon, TX

UnscoredInsufficient · 4
$2,217248,761 mi

Comparison: 4 similar vehicles

Vernon, TX

2009 Hyundai Accent GLS

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

2009 Hyundai Accent GLS

Wichita Falls, TX

UnscoredInsufficient · 0
$3,800276,953 mi

Wichita Falls, TX

2004 Lexus RX

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

2004 Lexus RX

Wichita Falls, TX

UnscoredInsufficient · 0
$3,800189,564 mi

Wichita Falls, TX

2000 Chevrolet Silverado LS

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

2000 Chevrolet Silverado LS

Wichita Falls, TX

Unscored
$3,800293,795 mi

Comparison: 7 similar vehicles

Wichita Falls, TX

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Wichita Falls, TX

UnscoredInsufficient · 0
$4,20062,466 mi

Wichita Falls, TX

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Duncan, OK

Unscored
$4,500118,489 mi

Comparison: 5 similar vehicles

Duncan, OK

2015 Dodge Journey American Value Package

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

2015 Dodge Journey American Value Package

Duncan, OK

UnscoredInsufficient · 0
$4,500185,812 mi

Duncan, OK

2012 INFINITI G Sedan 37x

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

2012 INFINITI G Sedan 37x

Lawton, OK

Unscored
$4,500294,457 mi

Comparison: 5 similar vehicles

Lawton, OK

2004 Ford Expedition Eddie Bauer

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

2004 Ford Expedition Eddie Bauer

Lawton, OK

Unscored
$4,500205,177 mi

Comparison: 6 similar vehicles

Lawton, OK

2006 Chrysler PT Cruiser Touring Edition

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

2006 Chrysler PT Cruiser Touring Edition

Lawton, OK

Unscored
$4,600191,436 mi

Comparison: 5 similar vehicles

Lawton, OK

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Lawton, OK

UnscoredInsufficient · 0
$4,800164,001 mi

Lawton, OK

2001 Mercury Grand Marquis GS

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

2001 Mercury Grand Marquis GS

Lawton, OK

UnscoredInsufficient · 0
$4,995201,000 mi

Lawton, OK

2000 Ford Taurus SES

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

2000 Ford Taurus SES

Lawton, OK

Salvage title
$4,995120,532 mi

Lawton, OK

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Vernon, TX

Unscored
$5,216133,285 mi

Comparison: 12 similar vehicles

Vernon, TX

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Lawton, OK

Unscored
$5,300157,634 mi

Comparison: 8 similar vehicles

Lawton, OK

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Lawton, OK

Unscored
$5,300165,981 mi

Comparison: 7 similar vehicles

Lawton, OK

2012 Ford Focus SE

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

2012 Ford Focus SE

Wichita Falls, TX

Unscored
$5,495109,487 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2005 Buick LaCrosse CX

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

2005 Buick LaCrosse CX

Wichita Falls, TX

UnscoredInsufficient · 0
$5,500215,997 mi

Wichita Falls, TX

2010 Nissan Murano LE

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

2010 Nissan Murano LE

Lawton, OK

UnscoredInsufficient · 0
$5,800156,675 mi

Lawton, OK

2019 Ford Escape S

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

2019 Ford Escape S

Lawton, OK

Unscored
$5,995213,727 mi

Comparison: 20 similar vehicles

Lawton, OK

2011 Mazda MAZDA6 i Sport

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

2011 Mazda MAZDA6 i Sport

Wichita Falls, TX

UnscoredInsufficient · 0
$5,995125,809 mi

Wichita Falls, TX

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawton, OK

Unscored
$5,995180,198 mi

Comparison: 8 similar vehicles

Lawton, OK

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Lawton, OK

UnscoredInsufficient · 0
$5,995Mileage not verified

Lawton, OK

2006 Lexus ES 330

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

2006 Lexus ES 330

Lawton, OK

UnscoredInsufficient · 4
$5,995245,563 mi

Comparison: 4 similar vehicles

Lawton, OK

2002 Mitsubishi Eclipse GS

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

2002 Mitsubishi Eclipse GS

Wichita Falls, TX

UnscoredInsufficient · 0
$5,999117,582 mi

Wichita Falls, TX

2003 Honda Element EX

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

2003 Honda Element EX

Lawton, OK

UnscoredInsufficient · 0
$6,250300,892 mi

Lawton, OK

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Lawton, OK

Unscored
$6,300148,176 mi

Comparison: 10 similar vehicles

Lawton, OK

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Lawton, OK

Unscored
$6,300192,351 mi

Comparison: 23 similar vehicles

Lawton, OK

2011 Ford Crown Victoria Police

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

2011 Ford Crown Victoria Police

Lawton, OK

Unscored
$6,450137,988 mi

Comparison: 5 similar vehicles

Lawton, OK

2023 Nissan Altima S

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

2023 Nissan Altima S

Wichita Falls, TX

Unscored
$6,500208,683 mi

Comparison: 12 similar vehicles

Wichita Falls, TX

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Wichita Falls, TX

UnscoredInsufficient · 0
$6,50050,609 mi

Wichita Falls, TX

2016 Ford Fiesta S

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

2016 Ford Fiesta S

Wichita Falls, TX

UnscoredInsufficient · 4
$6,500131,665 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2011 Chrysler 300 Limited

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

2011 Chrysler 300 Limited

Wichita Falls, TX

UnscoredInsufficient · 0
$6,500113,977 mi

Wichita Falls, TX

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Lawton, OK

UnscoredInsufficient · 0
$6,800158,838 mi

Lawton, OK

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Lawton, OK

UnscoredInsufficient · 4
$6,900167,316 mi

Comparison: 4 similar vehicles

Lawton, OK

2013 Ford Focus SE

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

2013 Ford Focus SE

Lawton, OK

Unscored
$6,995156,864 mi

Comparison: 27 similar vehicles

Lawton, OK

2011 Nissan Quest SV

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

2011 Nissan Quest SV

Lawton, OK

UnscoredInsufficient · 0
$6,995143,090 mi

Lawton, OK

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Wichita Falls, TX

Fair PriceModerate · 21
$6,995Mileage not verified

Market: $4,290 – $13,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Wichita Falls, TX

2009 Pontiac G5 Base

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

2009 Pontiac G5 Base

Lawton, OK

UnscoredInsufficient · 0
$6,995115,944 mi

Lawton, OK

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Lawton, OK

UnscoredInsufficient · 3
$6,995204,585 mi

Comparison: 3 similar vehicles

Lawton, OK

2005 GMC Yukon Denali

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

2005 GMC Yukon Denali

Lawton, OK

UnscoredInsufficient · 0
$6,995212,000 mi

Lawton, OK

2017 Dodge Grand Caravan SE Plus

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

2017 Dodge Grand Caravan SE Plus

Wichita Falls, TX

Unscored
$6,998171,932 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Lawton, OK

UnscoredInsufficient · 0
$7,000155,500 mi

Lawton, OK

2013 Hyundai Genesis Coupe Track

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

2013 Hyundai Genesis Coupe Track

Vernon, TX

UnscoredInsufficient · 0
$7,218121,079 mi

Vernon, TX

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Lawton, OK

Unscored
$7,300121,848 mi

Comparison: 36 similar vehicles

Lawton, OK

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Lawton, OK

Unscored
$7,495196,902 mi

Comparison: 44 similar vehicles

Lawton, OK

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Wichita Falls, TX

Unscored
$7,495156,156 mi

Comparison: 6 similar vehicles

Wichita Falls, TX

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Lawton, OK

UnscoredInsufficient · 0
$7,495151,672 mi

Lawton, OK

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Wichita Falls, TX

Unscored
$7,500256,857 mi

Comparison: 89 similar vehicles

Wichita Falls, TX

2015 Kia Forte LX

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

2015 Kia Forte LX

Wichita Falls, TX

Unscored
$7,500244,628 mi

Comparison: 22 similar vehicles

Wichita Falls, 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 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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