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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 9, 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

549 listings found

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Alva, OK

UnscoredInsufficient · 4
$4,498155,608 mi

Comparison: 4 similar vehicles

Alva, OK

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Woodward, OK

UnscoredInsufficient · 0
$4,680283,806 mi

Woodward, OK

2008 Chevrolet Colorado Work Truck

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

2008 Chevrolet Colorado Work Truck

Woodward, OK

UnscoredInsufficient · 0
$5,480240,773 mi

Woodward, OK

2004 Chevrolet Colorado Z85 LS

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

2004 Chevrolet Colorado Z85 LS

Woodward, OK

UnscoredInsufficient · 0
$5,500188,878 mi

Woodward, OK

2012 Ford Focus SE

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

2012 Ford Focus SE

Alva, OK

Unscored
$5,675118,448 mi

Comparison: 5 similar vehicles

Alva, OK

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Woodward, OK

UnscoredInsufficient · 0
$5,680152,180 mi

Woodward, OK

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Alva, OK

UnscoredInsufficient · 0
$6,975128,790 mi

Alva, OK

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Alva, OK

Unscored
$7,275246,638 mi

Comparison: 7 similar vehicles

Alva, OK

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Alva, OK

Unscored
$7,475237,203 mi

Comparison: 10 similar vehicles

Alva, OK

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Woodward, OK

Unscored
$7,850139,393 mi

Comparison: 38 similar vehicles

Woodward, OK

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Woodward, OK

UnscoredInsufficient · 3
$7,998146,073 mi

Comparison: 3 similar vehicles

Woodward, OK

2006 Chevrolet Colorado Work Truck

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

2006 Chevrolet Colorado Work Truck

Woodward, OK

UnscoredInsufficient · 0
$8,48093,744 mi

Woodward, OK

2017 Ford Expedition XL

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

2017 Ford Expedition XL

Woodward, OK

UnscoredInsufficient · 0
$8,860129,791 mi

Woodward, OK

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Woodward, OK

UnscoredInsufficient · 3
$8,860132,752 mi

Comparison: 3 similar vehicles

Woodward, OK

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Woodward, OK

UnscoredInsufficient · 4
$8,880132,569 mi

Comparison: 4 similar vehicles

Woodward, OK

2014 Kia Soul Base

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

2014 Kia Soul Base

Woodward, OK

Unscored
$8,900139,575 mi

Comparison: 9 similar vehicles

Woodward, OK

2013 GMC Sierra 1500 SLT

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

2013 GMC Sierra 1500 SLT

Alva, OK

UnscoredInsufficient · 0
$9,475164,318 mi

Alva, OK

2000 Dodge Dakota SLT

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

2000 Dodge Dakota SLT

Woodward, OK

UnscoredInsufficient · 0
$9,48081,539 mi

Woodward, OK

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

Woodward, OK

UnscoredInsufficient · 3
$9,860140,098 mi

Comparison: 3 similar vehicles

Woodward, OK

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Alva, OK

Fair PriceLimited · 18
$9,875112,443 mi

Market: $4,010 – $18,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 639 days listed (based on current market benchmarks)

Alva, OK

2015 Lincoln MKC Base

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

2015 Lincoln MKC Base

Woodward, OK

UnscoredInsufficient · 4
$9,95098,327 mi

Comparison: 4 similar vehicles

Woodward, OK

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Woodward, OK

Unscored
$10,280133,049 mi

Comparison: 8 similar vehicles

Woodward, OK

2015 Ford F-350 Super Duty XL

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

2015 Ford F-350 Super Duty XL

Woodward, OK

Unscored
$10,680192,171 mi

Comparison: 6 similar vehicles

Woodward, OK

2015 Dodge Charger Police

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

2015 Dodge Charger Police

Woodward, OK

UnscoredInsufficient · 0
$10,68062,433 mi

Woodward, OK

2017 Jeep Cherokee High Altitude

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

2017 Jeep Cherokee High Altitude

Woodward, OK

UnscoredInsufficient · 0
$10,700140,101 mi

Woodward, OK

2018 Dodge Charger Police

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

2018 Dodge Charger Police

Woodward, OK

UnscoredInsufficient · 0
$10,860112,344 mi

Woodward, OK

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Woodward, OK

Fair PriceLimited · 12
$10,86095,099 mi

Market: $6,950 – $20,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Woodward, OK

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Woodward, OK

Unscored
$10,900125,147 mi

Comparison: 11 similar vehicles

Woodward, OK

2016 Dodge Durango SXT Plus

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

2016 Dodge Durango SXT Plus

Woodward, OK

UnscoredInsufficient · 0
$10,900154,440 mi

Woodward, OK

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Woodward, OK

Unscored
$10,900192,381 mi

Comparison: 19 similar vehicles

Woodward, OK

2013 Honda Civic EX

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

2013 Honda Civic EX

Woodward, OK

UnscoredInsufficient · 3
$10,900145,430 mi

Comparison: 3 similar vehicles

Woodward, OK

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Woodward, OK

UnscoredInsufficient · 3
$10,900132,977 mi

Comparison: 3 similar vehicles

Woodward, OK

2014 Buick LaCrosse Leather

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

2014 Buick LaCrosse Leather

Woodward, OK

Unscored
$11,410103,898 mi

Comparison: 16 similar vehicles

Woodward, OK

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Woodward, OK

Unscored
$11,618156,478 mi

Comparison: 10 similar vehicles

Woodward, OK

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Woodward, OK

UnscoredInsufficient · 3
$11,85094,276 mi

Comparison: 3 similar vehicles

Woodward, OK

2021 Dodge Charger Police

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

2021 Dodge Charger Police

Woodward, OK

UnscoredInsufficient · 0
$11,860129,643 mi

Woodward, OK

2012 Chevrolet Colorado Work Truck

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

2012 Chevrolet Colorado Work Truck

Woodward, OK

UnscoredInsufficient · 0
$11,860103,883 mi

Woodward, OK

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Woodward, OK

Unscored
$11,90079,356 mi

Comparison: 7 similar vehicles

Woodward, OK

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Woodward, OK

Unscored
$12,380187,124 mi

Comparison: 6 similar vehicles

Woodward, OK

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Woodward, OK

UnscoredInsufficient · 3
$12,680143,628 mi

Comparison: 3 similar vehicles

Woodward, OK

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Woodward, OK

UnscoredInsufficient · 3
$12,86099,803 mi

Comparison: 3 similar vehicles

Woodward, OK

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Alva, OK

UnscoredInsufficient · 0
$12,995108,039 mi

Alva, OK

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Woodward, OK

UnscoredInsufficient · 3
$13,680148,031 mi

Comparison: 3 similar vehicles

Woodward, OK

2019 Chevrolet Suburban LS

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

2019 Chevrolet Suburban LS

Woodward, OK

UnscoredInsufficient · 0
$13,900193,626 mi

Woodward, OK

2018 Chevrolet Malibu Premier

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

2018 Chevrolet Malibu Premier

Shattuck, OK

UnscoredInsufficient · 0
$13,90085,917 mi

Shattuck, OK

2016 Chevrolet Colorado Work Truck

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

2016 Chevrolet Colorado Work Truck

Woodward, OK

UnscoredInsufficient · 0
$14,38099,866 mi

Woodward, OK

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Alva, OK

Fair PriceLimited · 10
$14,388104,287 mi

Market: $13,985 – $18,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Alva, OK

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Alva, OK

Unscored
$14,500174,328 mi

Comparison: 23 similar vehicles

Alva, OK

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Woodward, OK

Great DealLimited · 13
$14,63195,207 mi

Market: $15,498 – $20,387

Comparison: 13 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 99 days listed (based on current market benchmarks)

Woodward, OK

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Woodward, OK

Unscored
$14,780169,230 mi

Comparison: 6 similar vehicles

Woodward, 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 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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