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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 21, 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

7,903 listings found

2008 Mazda Tribute i Grand Touring

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

2008 Mazda Tribute i Grand Touring

Rogers, AR

UnscoredInsufficient · 0
$2,800222,680 mi

Rogers, AR

2013 Ford Edge SE

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

2013 Ford Edge SE

Rogers, AR

UnscoredLimited · 12
$2,999286,309 mi

Comparison: 12 similar vehicles

Rogers, AR

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Rogers, AR

UnscoredInsufficient · 0
$2,999305,514 mi

Rogers, AR

2010 Jeep Patriot Latitude

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

2010 Jeep Patriot Latitude

Rogers, AR

UnscoredInsufficient · 0
$3,500126,827 mi

Rogers, AR

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

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Springdale, AR

UnscoredInsufficient · 0
$3,500234,756 mi

Springdale, AR

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

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Granby, MO

UnscoredInsufficient · 0
$3,900189,995 mi

Granby, MO

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

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Rogers, AR

UnscoredLimited · 13
$3,999270,190 mi

Comparison: 13 similar vehicles

Rogers, AR

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Pittsburg, KS

UnscoredInsufficient · 0
$4,000283,818 mi

Pittsburg, KS

2003 Toyota Highlander Base

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

2003 Toyota Highlander Base

Verona, MO

UnscoredInsufficient · 0
$4,490165,078 mi

Verona, MO

2017 Buick Encore Essence

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

2017 Buick Encore Essence

Bentonville, AR

UnscoredInsufficient · 0
$4,495191,911 mi

Bentonville, AR

2016 FIAT 500X Trekking

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

2016 FIAT 500X Trekking

Rogers, AR

UnscoredInsufficient · 0
$4,500105,407 mi

Rogers, AR

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

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Rogers, AR

UnscoredInsufficient · 3
$4,500124,408 mi

Comparison: 3 similar vehicles

Rogers, AR

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

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Pittsburg, KS

UnscoredLimited · 5
$4,900228,022 mi

Comparison: 5 similar vehicles

Pittsburg, KS

2004 Cadillac Escalade Base

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

2004 Cadillac Escalade Base

Webb City, MO

UnscoredInsufficient · 0
$4,900247,000 mi

Webb City, MO

2014 Ford Escape S

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

2014 Ford Escape S

Rogers, AR

UnscoredInsufficient · 3
$4,999131,935 mi

Comparison: 3 similar vehicles

Rogers, AR

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Rogers, AR

UnscoredLimited · 8
$4,999160,596 mi

Comparison: 8 similar vehicles

Rogers, AR

2005 Dodge Durango Limited

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

2005 Dodge Durango Limited

Bentonville, AR

UnscoredInsufficient · 0
$4,999246,133 mi

Bentonville, AR

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

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Carthage, MO

UnscoredRobust · 71
$5,500191,000 mi

Comparison: 71 similar vehicles

Carthage, MO

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Monett, MO

UnscoredInsufficient · 4
$5,500117,475 mi

Comparison: 4 similar vehicles

Monett, MO

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

2013 Buick Enclave Premium

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

2013 Buick Enclave Premium

Bentonville, AR

UnscoredLimited · 5
$5,599212,244 mi

Comparison: 5 similar vehicles

Bentonville, AR

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Pea Ridge, AR

UnscoredLimited · 8
$5,795247,000 mi

Comparison: 8 similar vehicles

Pea Ridge, AR

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Wentworth, MO

UnscoredModerate · 26
$5,800207,000 mi

Comparison: 26 similar vehicles

Wentworth, MO

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

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Granby, MO

UnscoredModerate · 48
$5,900187,052 mi

Comparison: 48 similar vehicles

Granby, MO

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Granby, MO

UnscoredLimited · 15
$5,900161,209 mi

Comparison: 15 similar vehicles

Granby, MO

2009 Acura MDX Sport and Entertainment Package

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

2009 Acura MDX Sport and Entertainment Package

Webb City, MO

UnscoredInsufficient · 4
$5,900177,000 mi

Comparison: 4 similar vehicles

Webb City, MO

2006 Nissan Armada LE

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

2006 Nissan Armada LE

Springdale, AR

UnscoredInsufficient · 0
$5,900252,502 mi

Springdale, AR

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

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Verona, MO

UnscoredLimited · 11
$5,990169,950 mi

Comparison: 11 similar vehicles

Verona, MO

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

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

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Neosho, MO

UnscoredLimited · 6
$5,995170,271 mi

Comparison: 6 similar vehicles

Neosho, MO

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Neosho, MO

UnscoredInsufficient · 3
$5,995147,555 mi

Comparison: 3 similar vehicles

Neosho, MO

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Bentonville, AR

UnscoredLimited · 6
$5,999194,560 mi

Comparison: 6 similar vehicles

Bentonville, AR

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Rogers, AR

UnscoredLimited · 8
$5,999203,144 mi

Comparison: 8 similar vehicles

Rogers, AR

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Bentonville, AR

UnscoredInsufficient · 0
$5,999183,737 mi

Bentonville, AR

2014 Hyundai Tucson SE

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

2014 Hyundai Tucson SE

Webb City, MO

UnscoredInsufficient · 3
$6,299Mileage not verified

Comparison: 3 similar vehicles

Webb City, 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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