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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

7,495 listings found

2001 Ford Explorer Sport

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

2001 Ford Explorer Sport

Fort Smith, AR

UnscoredInsufficient · 0
$1,995195,000 mi

Fort Smith, AR

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Fort Smith, AR

UnscoredLimited · 5
$2,495195,000 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2007 Nissan Xterra X

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

2007 Nissan Xterra X

Muskogee, OK

UnscoredInsufficient · 0
$2,500199,728 mi

Muskogee, OK

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Fort Smith, AR

UnscoredModerate · 27
$2,500272,642 mi

Comparison: 27 similar vehicles

Fort Smith, AR

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Fort Smith, AR

UnscoredLimited · 5
$2,795186,000 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Broken Arrow, OK

UnscoredInsufficient · 0
$2,895Mileage not verified

Broken Arrow, OK

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Farmington, AR

UnscoredInsufficient · 4
$2,900164,486 mi

Comparison: 4 similar vehicles

Farmington, AR

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Fort Smith, AR

UnscoredInsufficient · 4
$2,900230,549 mi

Comparison: 4 similar vehicles

Fort Smith, AR

1999 Nissan Pathfinder XE

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

1999 Nissan Pathfinder XE

Fort Smith, AR

UnscoredInsufficient · 0
$2,900222,112 mi

Fort Smith, AR

2010 GMC Terrain SLT-1

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

2010 GMC Terrain SLT-1

Fort Smith, AR

UnscoredInsufficient · 0
$2,995168,472 mi

Fort Smith, AR

2008 Nissan Pathfinder S

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

2008 Nissan Pathfinder S

Tulsa, OK

UnscoredInsufficient · 0
$2,995212,653 mi

Tulsa, OK

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Inola, OK

UnscoredInsufficient · 0
$2,995181,735 mi

Inola, OK

2003 Dodge Durango SPORT

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

2003 Dodge Durango SPORT

Tulsa, OK

UnscoredInsufficient · 0
$2,995267,620 mi

Tulsa, OK

2015 Kia Sorento Limited

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

2015 Kia Sorento Limited

Broken Arrow, OK

UnscoredInsufficient · 0
$2,999248,167 mi

Broken Arrow, OK

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Broken Arrow, OK

UnscoredInsufficient · 3
$3,000187,768 mi

Comparison: 3 similar vehicles

Broken Arrow, OK

2003 Kia Sorento LX

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

2003 Kia Sorento LX

Van Buren, AR

UnscoredInsufficient · 0
$3,200243,000 mi

Van Buren, AR

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Farmington, AR

UnscoredInsufficient · 4
$3,300150,665 mi

Comparison: 4 similar vehicles

Farmington, AR

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Broken Arrow, OK

UnscoredInsufficient · 4
$3,398217,222 mi

Comparison: 4 similar vehicles

Broken Arrow, OK

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Van Buren, AR

UnscoredInsufficient · 0
$3,400190,000 mi

Van Buren, AR

2000 Chevrolet Suburban Base

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

2000 Chevrolet Suburban Base

Broken Arrow, OK

Salvage title
$3,400216,851 mi

Broken Arrow, OK

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Springdale, AR

UnscoredLimited · 5
$3,495251,833 mi

Comparison: 5 similar vehicles

Springdale, AR

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Tulsa, OK

UnscoredLimited · 9
$3,500Mileage not verified

Comparison: 9 similar vehicles

Tulsa, OK

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Broken Arrow, OK

UnscoredInsufficient · 4
$3,500210,176 mi

Comparison: 4 similar vehicles

Broken Arrow, OK

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Fort Smith, AR

UnscoredInsufficient · 0
$3,500178,000 mi

Fort Smith, AR

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Broken Arrow, OK

UnscoredInsufficient · 0
$3,500121,373 mi

Broken Arrow, OK

2007 Toyota Sequoia SR5

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

2007 Toyota Sequoia SR5

Broken Arrow, OK

UnscoredInsufficient · 0
$3,500330,353 mi

Broken Arrow, OK

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Broken Arrow, OK

UnscoredInsufficient · 0
$3,500169,847 mi

Broken Arrow, OK

2001 Nissan Pathfinder LE

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

2001 Nissan Pathfinder LE

Broken Arrow, OK

UnscoredInsufficient · 0
$3,500251,561 mi

Broken Arrow, OK

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Broken Arrow, OK

UnscoredLimited · 7
$3,745175,952 mi

Comparison: 7 similar vehicles

Broken Arrow, OK

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Broken Arrow, OK

UnscoredInsufficient · 0
$3,800184,526 mi

Broken Arrow, OK

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Farmington, AR

UnscoredLimited · 6
$3,900192,654 mi

Comparison: 6 similar vehicles

Farmington, AR

2000 Kia Sportage Base

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

2000 Kia Sportage Base

Van Buren, AR

UnscoredInsufficient · 0
$3,950117,000 mi

Van Buren, AR

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Broken Arrow, OK

UnscoredInsufficient · 3
$3,995211,680 mi

Comparison: 3 similar vehicles

Broken Arrow, OK

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Fort Smith, AR

UnscoredInsufficient · 0
$3,995187,559 mi

Fort Smith, AR

2009 Dodge Nitro SE

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

2009 Dodge Nitro SE

Fort Smith, AR

UnscoredInsufficient · 0
$3,995252,093 mi

Fort Smith, AR

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Broken Arrow, OK

UnscoredInsufficient · 0
$3,995230,343 mi

Broken Arrow, OK

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Fort Smith, AR

UnscoredInsufficient · 3
$3,995255,000 mi

Comparison: 3 similar vehicles

Fort Smith, AR

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Tulsa, OK

UnscoredInsufficient · 0
$3,995208,697 mi

Tulsa, OK

2005 Nissan Pathfinder LE

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

2005 Nissan Pathfinder LE

Broken Arrow, OK

UnscoredInsufficient · 0
$3,998194,118 mi

Broken Arrow, OK

2014 INFINITI QX70 Base

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

2014 INFINITI QX70 Base

Broken Arrow, OK

UnscoredInsufficient · 4
$3,999249,943 mi

Comparison: 4 similar vehicles

Broken Arrow, OK

2007 Mazda CX-9 Touring

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

2007 Mazda CX-9 Touring

Broken Arrow, OK

UnscoredInsufficient · 0
$3,999219,234 mi

Broken Arrow, OK

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Fayetteville, AR

UnscoredInsufficient · 0
$3,999240,684 mi

Fayetteville, AR

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Broken Arrow, OK

UnscoredLimited · 18
$4,000206,573 mi

Comparison: 18 similar vehicles

Broken Arrow, 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

Broken Arrow, OK

UnscoredInsufficient · 4
$4,000142,172 mi

Comparison: 4 similar vehicles

Broken Arrow, OK

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Claremore, OK

UnscoredLimited · 7
$4,277152,386 mi

Comparison: 7 similar vehicles

Claremore, OK

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Muskogee, OK

UnscoredInsufficient · 0
$4,294212,647 mi

Muskogee, OK

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Broken Arrow, OK

UnscoredInsufficient · 0
$4,498261,228 mi

Broken Arrow, OK

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Gravette, AR

UnscoredLimited · 14
$4,500162,023 mi

Comparison: 14 similar vehicles

Gravette, AR

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Fort Smith, AR

UnscoredInsufficient · 0
$4,500248,500 mi

Fort Smith, AR

2008 Cadillac Escalade ESV Base

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

2008 Cadillac Escalade ESV Base

Broken Arrow, OK

UnscoredInsufficient · 0
$4,500218,819 mi

Broken Arrow, 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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