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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

5,196 listings found

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

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

2001 Mitsubishi Montero Sport ES

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

2001 Mitsubishi Montero Sport ES

Collinsville, OK

UnscoredInsufficient · 0
$2,995142,979 mi

Collinsville, OK

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Bartlesville, OK

UnscoredLimited · 6
$3,250232,384 mi

Comparison: 6 similar vehicles

Bartlesville, OK

2005 Kia Sorento LX

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

2005 Kia Sorento LX

Bartlesville, OK

UnscoredInsufficient · 0
$3,495194,444 mi

Bartlesville, OK

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

2004 Dodge Durango Limited

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

2004 Dodge Durango Limited

Joplin, MO

UnscoredInsufficient · 0
$3,500222,222 mi

Joplin, MO

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Bartlesville, OK

UnscoredInsufficient · 3
$3,619121,605 mi

Comparison: 3 similar vehicles

Bartlesville, OK

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Miami, OK

UnscoredInsufficient · 0
$3,900154,000 mi

Miami, OK

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Joplin, MO

UnscoredLimited · 14
$3,900241,222 mi

Comparison: 14 similar vehicles

Joplin, MO

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Joplin, MO

UnscoredInsufficient · 3
$3,929219,381 mi

Comparison: 3 similar vehicles

Joplin, MO

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Neosho, MO

UnscoredModerate · 21
$3,995221,071 mi

Comparison: 21 similar vehicles

Neosho, MO

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Vinita, OK

UnscoredModerate · 28
$3,995190,271 mi

Comparison: 28 similar vehicles

Vinita, OK

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

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Bartlesville, OK

UnscoredLimited · 7
$4,000161,252 mi

Comparison: 7 similar vehicles

Bartlesville, 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 · 5
$4,277152,386 mi

Comparison: 5 similar vehicles

Claremore, 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 · 9
$4,500162,023 mi

Comparison: 9 similar vehicles

Gravette, AR

2011 Subaru Tribeca Limited

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

2011 Subaru Tribeca Limited

Joplin, MO

UnscoredInsufficient · 0
$4,500197,852 mi

Joplin, MO

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Claremore, OK

UnscoredModerate · 21
$4,750223,835 mi

Comparison: 21 similar vehicles

Claremore, 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

Decatur, AR

UnscoredLimited · 5
$4,750205,182 mi

Comparison: 5 similar vehicles

Decatur, AR

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Claremore, OK

UnscoredLimited · 5
$4,950187,279 mi

Comparison: 5 similar vehicles

Claremore, OK

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Tulsa, OK

UnscoredLimited · 17
$4,995168,001 mi

Comparison: 17 similar vehicles

Tulsa, OK

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Tulsa, OK

UnscoredInsufficient · 4
$4,995176,339 mi

Comparison: 4 similar vehicles

Tulsa, OK

2013 Cadillac SRX Performance Collection

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

2013 Cadillac SRX Performance Collection

Tulsa, OK

UnscoredInsufficient · 4
$4,995183,871 mi

Comparison: 4 similar vehicles

Tulsa, OK

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Tulsa, OK

UnscoredInsufficient · 4
$4,995130,820 mi

Comparison: 4 similar vehicles

Tulsa, OK

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Tulsa, OK

UnscoredInsufficient · 0
$4,995238,414 mi

Tulsa, OK

2011 Nissan Murano S

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

2011 Nissan Murano S

Tulsa, OK

UnscoredInsufficient · 3
$4,995133,565 mi

Comparison: 3 similar vehicles

Tulsa, OK

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Tulsa, OK

UnscoredInsufficient · 0
$4,995174,742 mi

Tulsa, OK

2009 GMC Yukon SLT2

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

2009 GMC Yukon SLT2

Tulsa, OK

UnscoredInsufficient · 0
$4,995216,470 mi

Tulsa, OK

2008 Chevrolet Equinox LS

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

2008 Chevrolet Equinox LS

Tulsa, OK

UnscoredInsufficient · 0
$4,995105,190 mi

Tulsa, OK

2003 Toyota 4Runner SR5

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

2003 Toyota 4Runner SR5

Tulsa, OK

UnscoredInsufficient · 0
$4,995241,194 mi

Tulsa, OK

2009 Nissan Murano S

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

2009 Nissan Murano S

Joplin, MO

Salvage title
$5,098244,948 mi

Joplin, MO

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Coffeyville, KS

UnscoredLimited · 6
$5,495244,910 mi

Comparison: 6 similar vehicles

Coffeyville, KS

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Bartlesville, OK

UnscoredInsufficient · 4
$5,495265,892 mi

Comparison: 4 similar vehicles

Bartlesville, OK

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Bartlesville, OK

UnscoredInsufficient · 4
$5,495224,669 mi

Comparison: 4 similar vehicles

Bartlesville, OK

2011 INFINITI QX 56

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

2011 INFINITI QX 56

Joplin, MO

UnscoredInsufficient · 3
$5,500254,252 mi

Comparison: 3 similar vehicles

Joplin, MO

2016 Ford Escape S

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

2016 Ford Escape S

Bartlesville, OK

UnscoredInsufficient · 3
$5,619187,000 mi

Comparison: 3 similar vehicles

Bartlesville, OK

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Coffeyville, KS

UnscoredLimited · 5
$5,688188,222 mi

Comparison: 5 similar vehicles

Coffeyville, KS

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Miami, OK

UnscoredModerate · 43
$5,900168,500 mi

Comparison: 43 similar vehicles

Miami, OK

2010 Hummer H3 Luxury Edition

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

2010 Hummer H3 Luxury Edition

Vinita, OK

UnscoredInsufficient · 0
$5,950173,854 mi

Vinita, OK

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Tulsa, OK

UnscoredLimited · 12
$5,995135,564 mi

Comparison: 12 similar vehicles

Tulsa, OK

2015 Ford Escape S

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

2015 Ford Escape S

Tulsa, OK

UnscoredInsufficient · 0
$5,995119,309 mi

Tulsa, OK

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Tulsa, OK

UnscoredModerate · 38
$5,995168,528 mi

Comparison: 38 similar vehicles

Tulsa, OK

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Tulsa, OK

UnscoredModerate · 38
$5,995218,728 mi

Comparison: 38 similar vehicles

Tulsa, OK

2015 Buick Encore Base

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

2015 Buick Encore Base

Joplin, MO

UnscoredLimited · 14
$5,995151,000 mi

Comparison: 14 similar vehicles

Joplin, MO

2014 Chevrolet Suburban LTZ

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

2014 Chevrolet Suburban LTZ

Gravette, AR

UnscoredLimited · 5
$5,995200,354 mi

Comparison: 5 similar vehicles

Gravette, AR

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Tulsa, OK

UnscoredLimited · 13
$5,995202,081 mi

Comparison: 13 similar vehicles

Tulsa, OK

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Tulsa, OK

UnscoredInsufficient · 3
$5,995213,532 mi

Comparison: 3 similar vehicles

Tulsa, OK

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Neosho, MO

UnscoredInsufficient · 0
$5,995181,349 mi

Neosho, MO

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Neosho, MO

UnscoredLimited · 13
$5,995218,040 mi

Comparison: 13 similar vehicles

Neosho, MO

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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