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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

588 listings found

2002 Mercedes-Benz C-Class C240

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

2002 Mercedes-Benz C-Class C240

Dumas, TX

UnscoredInsufficient · 0
$3,500223,500 mi

Dumas, TX

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Hartley, TX

Unscored
$3,600210,857 mi

Comparison: 10 similar vehicles

Hartley, TX

2008 Chevrolet Malibu LS

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

2008 Chevrolet Malibu LS

Dumas, TX

UnscoredInsufficient · 0
$3,600169,707 mi

Dumas, TX

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Dumas, TX

UnscoredInsufficient · 0
$4,994156,000 mi

Dumas, TX

2010 Audi A4 Premium

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

2010 Audi A4 Premium

Dumas, TX

UnscoredInsufficient · 0
$5,500137,213 mi

Dumas, TX

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Guymon, OK

UnscoredInsufficient · 0
$5,950185,984 mi

Guymon, OK

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Dumas, TX

Unscored
$6,200182,236 mi

Comparison: 9 similar vehicles

Dumas, TX

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Guymon, OK

UnscoredInsufficient · 0
$6,950186,097 mi

Guymon, OK

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Hartley, TX

UnscoredInsufficient · 0
$7,000122,500 mi

Hartley, TX

2013 GMC Yukon XL SLT

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

2013 GMC Yukon XL SLT

Dumas, TX

UnscoredInsufficient · 4
$7,500212,565 mi

Comparison: 4 similar vehicles

Dumas, TX

2013 Volkswagen Jetta TDI

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

2013 Volkswagen Jetta TDI

Hartley, TX

UnscoredInsufficient · 0
$7,500144,847 mi

Hartley, TX

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Guymon, OK

UnscoredInsufficient · 0
$7,95098,795 mi

Guymon, OK

2013 Lexus IS 250

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

2013 Lexus IS 250

Dumas, TX

UnscoredInsufficient · 0
$8,300192,379 mi

Dumas, TX

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Hartley, TX

UnscoredInsufficient · 4
$8,500130,636 mi

Comparison: 4 similar vehicles

Hartley, TX

2014 Volkswagen Beetle 2.0

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

2014 Volkswagen Beetle 2.0

Hartley, TX

UnscoredInsufficient · 0
$8,900144,363 mi

Hartley, TX

2011 Buick LaCrosse CXS

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

2011 Buick LaCrosse CXS

Guymon, OK

UnscoredInsufficient · 0
$8,99589,487 mi

Guymon, OK

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Dalhart, TX

UnscoredInsufficient · 0
$9,813103,272 mi

Dalhart, TX

2018 Ford F-250 Super Duty XL

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

2018 Ford F-250 Super Duty XL

Stratford, TX

UnscoredInsufficient · 0
$9,923388,995 mi

Stratford, TX

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Guymon, OK

Unscored
$9,950224,212 mi

Comparison: 10 similar vehicles

Guymon, OK

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Guymon, OK

UnscoredInsufficient · 0
$9,950105,460 mi

Guymon, OK

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Guymon, OK

UnscoredInsufficient · 0
$10,950126,641 mi

Guymon, OK

2014 Ford E-Series Cutaway Base

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

2014 Ford E-Series Cutaway Base

Guymon, OK

UnscoredInsufficient · 0
$10,950389,511 mi

Guymon, OK

2007 Lincoln Navigator Base

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

2007 Lincoln Navigator Base

Guymon, OK

UnscoredInsufficient · 0
$10,950128,191 mi

Guymon, OK

2015 Volkswagen Golf TDI S

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

2015 Volkswagen Golf TDI S

Hartley, TX

UnscoredInsufficient · 0
$11,000101,587 mi

Hartley, TX

2016 GMC Yukon SLT

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

2016 GMC Yukon SLT

Dumas, TX

UnscoredInsufficient · 3
$11,900215,183 mi

Comparison: 3 similar vehicles

Dumas, TX

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Dalhart, TX

UnscoredInsufficient · 3
$11,91393,676 mi

Comparison: 3 similar vehicles

Dalhart, TX

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Guymon, OK

Unscored
$11,950352,985 mi

Comparison: 16 similar vehicles

Guymon, OK

2014 Chevrolet Express Passenger LS

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

2014 Chevrolet Express Passenger LS

Guymon, OK

UnscoredInsufficient · 0
$11,950191,319 mi

Guymon, OK

2017 Nissan Titan SV

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

2017 Nissan Titan SV

Guymon, OK

UnscoredInsufficient · 0
$11,958132,239 mi

Guymon, OK

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Hartley, TX

UnscoredInsufficient · 3
$12,000113,237 mi

Comparison: 3 similar vehicles

Hartley, TX

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Hartley, TX

Unscored
$12,000221,371 mi

Comparison: 5 similar vehicles

Hartley, TX

2023 Nissan Versa Sedan S

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

2023 Nissan Versa Sedan S

Guymon, OK

UnscoredInsufficient · 0
$12,500111,469 mi

Guymon, OK

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Dumas, TX

Unscored
$13,000181,350 mi

Comparison: 9 similar vehicles

Dumas, TX

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Guymon, OK

UnscoredInsufficient · 0
$13,95090,564 mi

Guymon, OK

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Dumas, TX

UnscoredInsufficient · 3
$14,75445,571 mi

Comparison: 3 similar vehicles

Dumas, TX

2020 Dodge Grand Caravan GT

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

2020 Dodge Grand Caravan GT

Guymon, OK

UnscoredInsufficient · 0
$14,85086,686 mi

Guymon, OK

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Stratford, TX

Unscored
$14,923171,050 mi

Comparison: 5 similar vehicles

Stratford, TX

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Guymon, OK

UnscoredInsufficient · 0
$14,95079,529 mi

Guymon, OK

2017 GMC Terrain Denali

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

2017 GMC Terrain Denali

Guymon, OK

UnscoredInsufficient · 0
$14,950106,805 mi

Guymon, OK

2014 Jeep Grand Cherokee Summit

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

2014 Jeep Grand Cherokee Summit

Guymon, OK

UnscoredInsufficient · 0
$14,950102,178 mi

Guymon, OK

2003 Jeep Wrangler SPORT

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

2003 Jeep Wrangler SPORT

Dumas, TX

UnscoredInsufficient · 0
$14,995102,171 mi

Dumas, TX

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Hartley, TX

UnscoredInsufficient · 3
$15,000170,808 mi

Comparison: 3 similar vehicles

Hartley, TX

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Hartley, TX

UnscoredInsufficient · 0
$15,000198,820 mi

Hartley, TX

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Dumas, TX

UnscoredInsufficient · 3
$15,00845,834 mi

Comparison: 3 similar vehicles

Dumas, TX

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Dumas, TX

UnscoredInsufficient · 3
$15,20443,849 mi

Comparison: 3 similar vehicles

Dumas, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Guymon, OK

Unscored
$15,95082,943 mi

Comparison: 6 similar vehicles

Guymon, OK

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Guymon, OK

UnscoredInsufficient · 3
$16,950127,616 mi

Comparison: 3 similar vehicles

Guymon, OK

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Dumas, TX

UnscoredInsufficient · 0
$16,995134,158 mi

Dumas, TX

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

Guymon, OK

UnscoredInsufficient · 0
$17,500101,988 mi

Guymon, OK

2020 Dodge Charger SXT

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

2020 Dodge Charger SXT

Guymon, OK

UnscoredInsufficient · 3
$17,95098,122 mi

Comparison: 3 similar vehicles

Guymon, OK

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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