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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

3,900 listings found

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Perry, OK

UnscoredInsufficient · 3
$3,794249,860 mi

Comparison: 3 similar vehicles

Perry, OK

2007 Toyota Sienna XLE

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

2007 Toyota Sienna XLE

Enid, OK

UnscoredInsufficient · 0
$4,000242,104 mi

Enid, OK

2013 Lexus GS 350

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

2013 Lexus GS 350

Perry, OK

UnscoredInsufficient · 0
$4,298267,691 mi

Perry, OK

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Perry, OK

Unscored
$4,694148,556 mi

Comparison: 18 similar vehicles

Perry, OK

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Perry, OK

UnscoredInsufficient · 0
$4,794238,000 mi

Perry, OK

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Enid, OK

Unscored
$5,000109,588 mi

Comparison: 9 similar vehicles

Enid, OK

2004 Chevrolet Express Cargo Base

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

2004 Chevrolet Express Cargo Base

Stillwater, OK

UnscoredInsufficient · 0
$5,399148,079 mi

Stillwater, 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

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Perry, OK

Unscored
$5,794194,466 mi

Comparison: 8 similar vehicles

Perry, OK

2012 Chevrolet Impala LS

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

2012 Chevrolet Impala LS

Enid, OK

UnscoredInsufficient · 0
$6,000173,970 mi

Enid, OK

2008 GMC Yukon SLE1

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

2008 GMC Yukon SLE1

Enid, OK

UnscoredInsufficient · 4
$6,000239,824 mi

Comparison: 4 similar vehicles

Enid, OK

2005 Lexus RX 330

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

2005 Lexus RX 330

Enid, OK

UnscoredInsufficient · 0
$6,000200,559 mi

Enid, OK

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Enid, OK

UnscoredInsufficient · 0
$6,400290,000 mi

Enid, OK

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Enid, OK

UnscoredInsufficient · 0
$6,495174,000 mi

Enid, OK

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

Perry, OK

UnscoredInsufficient · 4
$6,699240,211 mi

Comparison: 4 similar vehicles

Perry, OK

2014 Buick Verano 1SG

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

2014 Buick Verano 1SG

Perry, OK

UnscoredInsufficient · 0
$6,784157,069 mi

Perry, OK

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Perry, OK

Unscored
$6,794215,465 mi

Comparison: 5 similar vehicles

Perry, 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

2017 Ford Escape SE

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

2017 Ford Escape SE

Enid, OK

Unscored
$7,000131,234 mi

Comparison: 79 similar vehicles

Enid, OK

2013 Jeep Grand Cherokee Overland

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

2013 Jeep Grand Cherokee Overland

Enid, OK

UnscoredInsufficient · 0
$7,000205,717 mi

Enid, OK

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Enid, OK

Unscored
$7,000255,000 mi

Comparison: 31 similar vehicles

Enid, OK

2010 Jaguar XF Base

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

2010 Jaguar XF Base

Enid, OK

UnscoredInsufficient · 0
$7,000145,902 mi

Enid, OK

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Enid, OK

UnscoredInsufficient · 3
$7,000232,000 mi

Comparison: 3 similar vehicles

Enid, OK

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Enid, OK

Unscored
$7,000234,891 mi

Comparison: 8 similar vehicles

Enid, OK

2007 GMC Canyon SLE

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

2007 GMC Canyon SLE

Enid, OK

Unscored
$7,00083,537 mi

Comparison: 5 similar vehicles

Enid, OK

1998 GMC Sierra SL

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

1998 GMC Sierra SL

Enid, OK

UnscoredInsufficient · 0
$7,144190,452 mi

Enid, 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

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Perry, OK

Unscored
$7,704245,513 mi

Comparison: 6 similar vehicles

Perry, OK

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

Perry, OK

Unscored
$7,794134,306 mi

Comparison: 23 similar vehicles

Perry, OK

2007 Chevrolet Silverado Classic 1500 Work Truck

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

2007 Chevrolet Silverado Classic 1500 Work Truck

Enid, OK

UnscoredInsufficient · 0
$7,900179,856 mi

Enid, OK

2017 Ford Focus SEL

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

2017 Ford Focus SEL

Enid, OK

UnscoredInsufficient · 0
$7,990136,096 mi

Enid, OK

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Enid, OK

Unscored
$7,995133,000 mi

Comparison: 22 similar vehicles

Enid, OK

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Enid, OK

Unscored
$8,000211,900 mi

Comparison: 30 similar vehicles

Enid, OK

2010 BMW 5 Series 535i

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

2010 BMW 5 Series 535i

Perry, OK

UnscoredInsufficient · 0
$8,403130,440 mi

Perry, OK

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Perry, OK

Unscored
$8,500169,641 mi

Comparison: 10 similar vehicles

Perry, OK

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Enid, OK

Unscored
$8,599147,145 mi

Comparison: 6 similar vehicles

Enid, OK

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Enid, OK

UnscoredInsufficient · 0
$8,800163,900 mi

Enid, OK

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Enid, OK

Unscored
$8,899174,804 mi

Comparison: 16 similar vehicles

Enid, OK

2011 Chevrolet Suburban Fleet

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

2011 Chevrolet Suburban Fleet

Fairview, OK

UnscoredInsufficient · 0
$8,990167,308 mi

Fairview, OK

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Enid, OK

Unscored
$9,000167,903 mi

Comparison: 41 similar vehicles

Enid, OK

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Perry, OK

Unscored
$9,300122,906 mi

Comparison: 22 similar vehicles

Perry, 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

1994 Pontiac Firebird

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

1994 Pontiac Firebird

Perry, OK

UnscoredInsufficient · 0
$9,50068,247 mi

Perry, OK

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Stillwater, OK

UnscoredInsufficient · 3
$9,592134,186 mi

Comparison: 3 similar vehicles

Stillwater, OK

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Perry, OK

Unscored
$9,749232,124 mi

Comparison: 70 similar vehicles

Perry, OK

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Perry, OK

UnscoredInsufficient · 0
$9,796212,254 mi

Perry, OK

2011 RAM 2500 Pickup Power Wagon

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

2011 RAM 2500 Pickup Power Wagon

Perry, OK

UnscoredInsufficient · 0
$9,797275,869 mi

Perry, 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 Hyundai Tucson GLS

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

2015 Hyundai Tucson GLS

Enid, OK

UnscoredInsufficient · 0
$9,995104,919 mi

Enid, 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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