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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 5, 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

7,633 listings found

1997 Ford F-150

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

1997 Ford F-150

Norman, OK

UnscoredInsufficient · 0
$2,250170,000 mi

Norman, OK

2003 Ford Taurus SE

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

2003 Ford Taurus SE

Marlow, OK

UnscoredInsufficient · 0
$2,500156,757 mi

Marlow, 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

Norman, OK

Unscored
$2,979295,400 mi

Comparison: 13 similar vehicles

Norman, OK

2005 Land Rover LR3 SE

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

2005 Land Rover LR3 SE

Newcastle, OK

UnscoredInsufficient · 0
$3,000227,000 mi

Newcastle, OK

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Minco, OK

Unscored
$3,500197,515 mi

Comparison: 22 similar vehicles

Minco, OK

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Norman, OK

UnscoredInsufficient · 4
$3,500220,443 mi

Comparison: 4 similar vehicles

Norman, OK

2010 Ford F-250 Super Duty

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

2010 Ford F-250 Super Duty

Chickasha, OK

UnscoredInsufficient · 0
$3,594283,456 mi

Chickasha, OK

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Norman, OK

Unscored
$3,689155,333 mi

Comparison: 6 similar vehicles

Norman, OK

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Norman, OK

UnscoredInsufficient · 0
$3,689174,843 mi

Norman, OK

2009 Nissan Murano S

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

2009 Nissan Murano S

Norman, OK

UnscoredInsufficient · 0
$3,779194,928 mi

Norman, OK

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Norman, OK

Unscored
$3,780230,078 mi

Comparison: 12 similar vehicles

Norman, OK

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Norman, OK

Unscored
$3,799184,414 mi

Comparison: 37 similar vehicles

Norman, OK

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Norman, OK

UnscoredInsufficient · 0
$3,950163,133 mi

Norman, OK

2007 Ford Expedition Limited

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

2007 Ford Expedition Limited

Norman, OK

UnscoredInsufficient · 0
$3,995Mileage not verified

Norman, OK

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Norman, OK

Unscored
$4,200165,931 mi

Comparison: 9 similar vehicles

Norman, OK

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Norman, OK

Unscored
$4,299153,000 mi

Comparison: 23 similar vehicles

Norman, OK

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Norman, OK

UnscoredInsufficient · 0
$4,400185,550 mi

Norman, OK

2013 Dodge Dart SE

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

2013 Dodge Dart SE

Norman, OK

Unscored
$4,490223,324 mi

Comparison: 6 similar vehicles

Norman, OK

2005 Chevrolet Classic Base

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

2005 Chevrolet Classic Base

Norman, OK

UnscoredInsufficient · 0
$4,495125,200 mi

Norman, OK

2016 Ford Escape SE

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

2016 Ford Escape SE

Minco, OK

Unscored
$4,500172,590 mi

Comparison: 30 similar vehicles

Minco, OK

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Norman, OK

UnscoredInsufficient · 0
$4,500180,146 mi

Norman, 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: 6 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

2007 Toyota Highlander Limited

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

2007 Toyota Highlander Limited

Norman, OK

UnscoredInsufficient · 0
$4,590228,653 mi

Norman, OK

2005 Chevrolet Tahoe

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

2005 Chevrolet Tahoe

Norman, OK

UnscoredInsufficient · 0
$4,590201,260 mi

Norman, 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

2018 Nissan Armada SL

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

2018 Nissan Armada SL

Norman, OK

Unscored
$4,779192,815 mi

Comparison: 5 similar vehicles

Norman, OK

2011 GMC Terrain SLT-2

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

2011 GMC Terrain SLT-2

Norman, OK

UnscoredInsufficient · 0
$4,790174,076 mi

Norman, 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

2010 Volkswagen Jetta TDI

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

2010 Volkswagen Jetta TDI

Norman, OK

UnscoredInsufficient · 0
$4,950168,782 mi

Norman, OK

2009 Volkswagen Jetta Wolfsburg Edition

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

2009 Volkswagen Jetta Wolfsburg Edition

Norman, OK

UnscoredInsufficient · 0
$4,950172,608 mi

Norman, OK

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Norman, OK

UnscoredInsufficient · 4
$4,990167,500 mi

Comparison: 4 similar vehicles

Norman, OK

2009 Lincoln MKX Base

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

2009 Lincoln MKX Base

Norman, OK

UnscoredInsufficient · 0
$4,990190,603 mi

Norman, OK

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Norman, OK

UnscoredInsufficient · 0
$4,995274,000 mi

Norman, 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

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Marlow, OK

UnscoredInsufficient · 0
$4,999199,116 mi

Marlow, OK

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Newcastle, OK

Unscored
$5,000232,186 mi

Comparison: 5 similar vehicles

Newcastle, OK

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

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Pauls Valley, OK

Unscored
$5,303222,459 mi

Comparison: 15 similar vehicles

Pauls Valley, OK

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Purcell, OK

UnscoredInsufficient · 4
$5,303154,937 mi

Comparison: 4 similar vehicles

Purcell, OK

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Norman, OK

UnscoredInsufficient · 4
$5,490139,658 mi

Comparison: 4 similar vehicles

Norman, OK

2017 Ford Focus S

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

2017 Ford Focus S

Norman, OK

UnscoredInsufficient · 0
$5,500134,302 mi

Norman, OK

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Purcell, OK

Unscored
$5,703136,882 mi

Comparison: 11 similar vehicles

Purcell, OK

2018 Ford Escape SE

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

2018 Ford Escape SE

Norman, OK

Unscored
$5,779119,984 mi

Comparison: 11 similar vehicles

Norman, OK

2017 Ford Escape SE

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

2017 Ford Escape SE

Norman, OK

Unscored
$5,787169,171 mi

Comparison: 45 similar vehicles

Norman, OK

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

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Norman, OK

Unscored
$5,900132,790 mi

Comparison: 11 similar vehicles

Norman, OK

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Norman, OK

UnscoredInsufficient · 4
$5,950148,069 mi

Comparison: 4 similar vehicles

Norman, 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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