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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

17,794 listings found

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Oklahoma City, OK

UnscoredLimited · 6
$1,810308,000 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2007 Dodge Durango SXT

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

2007 Dodge Durango SXT

Oklahoma City, OK

UnscoredInsufficient · 0
$1,999292,000 mi

Oklahoma City, OK

2007 GMC Acadia SLT1

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

2007 GMC Acadia SLT1

Warr Acres, OK

UnscoredInsufficient · 0
$1,999Mileage not verified

Warr Acres, OK

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Oklahoma City, OK

UnscoredLimited · 7
$2,089193,964 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Hinton, OK

UnscoredLimited · 5
$2,200279,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Hinton, OK

UnscoredInsufficient · 0
$2,200195,000 mi

Hinton, OK

2009 GMC Acadia SLT1

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

2009 GMC Acadia SLT1

Hinton, OK

UnscoredLimited · 5
$2,500232,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2001 Ford Escape XLT

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

2001 Ford Escape XLT

Oklahoma City, OK

UnscoredInsufficient · 0
$2,677Mileage not verified

Oklahoma City, OK

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Oklahoma City, OK

UnscoredInsufficient · 3
$2,697300,515 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

1997 Chevrolet Blazer Base

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

1997 Chevrolet Blazer Base

Oklahoma City, OK

UnscoredInsufficient · 0
$2,789114,199 mi

Oklahoma City, OK

2005 BMW X5 3.0i

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

2005 BMW X5 3.0i

Moore, OK

UnscoredInsufficient · 0
$2,795169,683 mi

Moore, OK

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Moore, OK

UnscoredInsufficient · 0
$2,795233,409 mi

Moore, OK

2002 Ford Escape XLS Choice

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

2002 Ford Escape XLS Choice

Norman, OK

UnscoredInsufficient · 0
$2,799210,663 mi

Norman, OK

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Hinton, OK

UnscoredLimited · 5
$2,800131,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Oklahoma City, OK

UnscoredInsufficient · 0
$2,860141,000 mi

Oklahoma City, OK

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Oklahoma City, OK

UnscoredLimited · 6
$2,890269,250 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Oklahoma City, OK

UnscoredInsufficient · 3
$2,900213,100 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Oklahoma City, OK

UnscoredLimited · 6
$2,977292,497 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2011 Subaru Forester X

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

2011 Subaru Forester X

Moore, OK

UnscoredInsufficient · 0
$2,995Mileage not verified

Moore, OK

2004 Jeep Grand Cherokee Limited

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

2004 Jeep Grand Cherokee Limited

Moore, OK

UnscoredInsufficient · 4
$2,995Mileage not verified

Comparison: 4 similar vehicles

Moore, OK

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Warr Acres, OK

UnscoredInsufficient · 0
$2,999151,000 mi

Warr Acres, OK

2007 Hyundai Tucson Limited

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

2007 Hyundai Tucson Limited

Oklahoma City, OK

UnscoredInsufficient · 0
$2,999187,000 mi

Oklahoma City, OK

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Oklahoma City, OK

UnscoredLimited · 9
$3,000178,540 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2009 Nissan Rogue S

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

2009 Nissan Rogue S

Oklahoma City, OK

UnscoredLimited · 8
$3,099151,200 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2008 Mazda Tribute s Sport

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

2008 Mazda Tribute s Sport

Oklahoma City, OK

UnscoredInsufficient · 0
$3,190226,114 mi

Oklahoma City, OK

2003 Nissan Pathfinder LE

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

2003 Nissan Pathfinder LE

Moore, OK

UnscoredInsufficient · 0
$3,195166,086 mi

Moore, OK

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Oklahoma City, OK

UnscoredLimited · 6
$3,199188,931 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Hinton, OK

UnscoredInsufficient · 4
$3,200182,000 mi

Comparison: 4 similar vehicles

Hinton, OK

2015 Ford Escape SE

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

2015 Ford Escape SE

Oklahoma City, OK

UnscoredLimited · 7
$3,347191,799 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Oklahoma City, OK

UnscoredInsufficient · 3
$3,495190,499 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Moore, OK

UnscoredInsufficient · 0
$3,495139,773 mi

Moore, OK

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Moore, OK

UnscoredLimited · 5
$3,495191,507 mi

Comparison: 5 similar vehicles

Moore, OK

2010 GMC Acadia SLE

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

2010 GMC Acadia SLE

Oklahoma City, OK

UnscoredInsufficient · 0
$3,495197,050 mi

Oklahoma City, OK

2008 BMW X5 4.8i

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

2008 BMW X5 4.8i

Moore, OK

UnscoredInsufficient · 0
$3,495142,169 mi

Moore, OK

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Hinton, OK

UnscoredInsufficient · 0
$3,500203,000 mi

Hinton, OK

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Oklahoma City, OK

UnscoredInsufficient · 0
$3,650207,271 mi

Oklahoma City, 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

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Oklahoma City, OK

UnscoredLimited · 15
$3,750249,409 mi

Comparison: 15 similar vehicles

Oklahoma City, OK

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Oklahoma City, OK

UnscoredInsufficient · 0
$3,777304,437 mi

Oklahoma City, OK

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Moore, OK

UnscoredLimited · 5
$3,795172,633 mi

Comparison: 5 similar vehicles

Moore, OK

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Oklahoma City, OK

UnscoredLimited · 5
$3,800251,101 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2006 Toyota Highlander Limited

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

2006 Toyota Highlander Limited

Oklahoma City, OK

UnscoredInsufficient · 0
$3,889185,012 mi

Oklahoma City, OK

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Oklahoma City, OK

UnscoredLimited · 14
$3,898204,259 mi

Comparison: 14 similar vehicles

Oklahoma City, OK

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Oklahoma City, OK

UnscoredInsufficient · 4
$3,900192,915 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Oklahoma City, OK

UnscoredInsufficient · 3
$3,900174,662 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Oklahoma City, OK

UnscoredInsufficient · 0
$3,900205,631 mi

Oklahoma City, OK

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Oklahoma City, OK

UnscoredInsufficient · 0
$3,922220,992 mi

Oklahoma City, OK

2007 Mercury Mountaineer Premier

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

2007 Mercury Mountaineer Premier

Moore, OK

UnscoredInsufficient · 0
$3,950175,705 mi

Moore, 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

Oklahoma City, OK

UnscoredLimited · 15
$3,960198,000 mi

Comparison: 15 similar vehicles

Oklahoma City, OK

2004 Mitsubishi Outlander LS

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

2004 Mitsubishi Outlander LS

Oklahoma City, OK

UnscoredInsufficient · 0
$3,985182,355 mi

Oklahoma City, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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