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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

2,838 listings found

2011 Ford Edge Limited

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

2011 Ford Edge Limited

North Little Rock, AR

UnscoredLimited · 8
$3,850217,502 mi

Comparison: 8 similar vehicles

North Little Rock, AR

2013 Buick Encore Base

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

2013 Buick Encore Base

Hot Springs, AR

UnscoredInsufficient · 0
$3,995124,600 mi

Hot Springs, AR

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

North Little Rock, AR

UnscoredLimited · 12
$3,999204,208 mi

Comparison: 12 similar vehicles

North Little Rock, AR

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

North Little Rock, AR

UnscoredLimited · 10
$3,999198,667 mi

Comparison: 10 similar vehicles

North Little Rock, AR

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Russellville, AR

UnscoredInsufficient · 0
$4,000251,460 mi

Russellville, AR

2016 Kia Sorento Limited

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

2016 Kia Sorento Limited

North Little Rock, AR

UnscoredInsufficient · 0
$4,700206,762 mi

North Little Rock, AR

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Greenbrier, AR

UnscoredInsufficient · 0
$4,950279,029 mi

Greenbrier, AR

1999 Jeep Grand Cherokee LIMITED

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

1999 Jeep Grand Cherokee LIMITED

Greenbrier, AR

UnscoredInsufficient · 0
$4,950208,432 mi

Greenbrier, AR

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

North Little Rock, AR

UnscoredInsufficient · 0
$5,500144,268 mi

North Little Rock, AR

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Conway, AR

UnscoredLimited · 13
$5,628172,265 mi

Comparison: 13 similar vehicles

Conway, AR

2011 Nissan Xterra X

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

2011 Nissan Xterra X

Conway, AR

UnscoredInsufficient · 0
$5,628182,176 mi

Conway, AR

2015 Dodge Journey American Value Package

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

2015 Dodge Journey American Value Package

Conway, AR

UnscoredInsufficient · 0
$5,897104,120 mi

Conway, AR

2014 Ford Escape SE

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

2014 Ford Escape SE

Conway, AR

UnscoredLimited · 6
$5,900177,044 mi

Comparison: 6 similar vehicles

Conway, AR

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Conway, AR

UnscoredInsufficient · 0
$5,900200,430 mi

Conway, AR

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Conway, AR

UnscoredLimited · 5
$5,900184,229 mi

Comparison: 5 similar vehicles

Conway, AR

2005 Dodge Durango ST

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

2005 Dodge Durango ST

Hot Springs, AR

UnscoredInsufficient · 0
$5,900188,000 mi

Hot Springs, AR

2003 Lincoln Navigator Ultimate

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

2003 Lincoln Navigator Ultimate

Hot Springs Village, AR

UnscoredInsufficient · 0
$5,995119,886 mi

Hot Springs Village, AR

2016 GMC Acadia Denali

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

2016 GMC Acadia Denali

North Little Rock, AR

UnscoredLimited · 5
$6,000197,298 mi

Comparison: 5 similar vehicles

North Little Rock, AR

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

North Little Rock, AR

UnscoredLimited · 18
$6,000130,081 mi

Comparison: 18 similar vehicles

North Little Rock, AR

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

North Little Rock, AR

UnscoredInsufficient · 0
$6,000122,497 mi

North Little Rock, AR

2008 Land Rover LR3 SE

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

2008 Land Rover LR3 SE

North Little Rock, AR

UnscoredInsufficient · 0
$6,000155,287 mi

North Little Rock, AR

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Conway, AR

UnscoredInsufficient · 0
$6,200141,000 mi

Conway, AR

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Greenbrier, AR

UnscoredInsufficient · 4
$6,450116,757 mi

Comparison: 4 similar vehicles

Greenbrier, AR

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

North Little Rock, AR

UnscoredInsufficient · 0
$6,500167,892 mi

North Little Rock, AR

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

North Little Rock, AR

Fair PriceLimited · 10
$6,50094,146 mi

Market: $4,995 – $14,984

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

North Little Rock, AR

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Greenbrier, AR

UnscoredLimited · 8
$6,850149,104 mi

Comparison: 8 similar vehicles

Greenbrier, AR

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Conway, AR

UnscoredLimited · 5
$6,900240,855 mi

Comparison: 5 similar vehicles

Conway, AR

2015 Jeep Grand Cherokee Laredo

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

2015 Jeep Grand Cherokee Laredo

Conway, AR

UnscoredLimited · 10
$6,900192,171 mi

Comparison: 10 similar vehicles

Conway, AR

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Greenbrier, AR

UnscoredLimited · 10
$6,950137,898 mi

Comparison: 10 similar vehicles

Greenbrier, AR

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Conway, AR

UnscoredLimited · 11
$6,995168,323 mi

Comparison: 11 similar vehicles

Conway, AR

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Conway, AR

UnscoredInsufficient · 3
$6,995194,497 mi

Comparison: 3 similar vehicles

Conway, AR

2015 Nissan Armada Platinum

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

2015 Nissan Armada Platinum

Conway, AR

UnscoredInsufficient · 3
$6,995204,541 mi

Comparison: 3 similar vehicles

Conway, AR

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Greenbrier, AR

UnscoredLimited · 17
$6,999191,316 mi

Comparison: 17 similar vehicles

Greenbrier, AR

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

North Little Rock, AR

UnscoredLimited · 19
$7,000163,961 mi

Comparison: 19 similar vehicles

North Little Rock, AR

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

North Little Rock, AR

UnscoredInsufficient · 0
$7,000171,884 mi

North Little Rock, 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

North Little Rock, AR

UnscoredLimited · 9
$7,000154,630 mi

Comparison: 9 similar vehicles

North Little Rock, AR

2012 Chevrolet Tahoe Fleet

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

2012 Chevrolet Tahoe Fleet

Greenbrier, AR

UnscoredInsufficient · 0
$7,450149,161 mi

Greenbrier, AR

2017 Ford Escape SE

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

2017 Ford Escape SE

Hot Springs, AR

UnscoredInsufficient · 4
$7,500140,650 mi

Comparison: 4 similar vehicles

Hot Springs, AR

2010 Cadillac SRX Base

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

2010 Cadillac SRX Base

Hot Springs, AR

UnscoredInsufficient · 0
$7,50099,985 mi

Hot Springs, AR

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

North Little Rock, AR

UnscoredLimited · 11
$7,500267,105 mi

Comparison: 11 similar vehicles

North Little Rock, AR

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Paris, AR

UnscoredRobust · 52
$7,613215,357 mi

Comparison: 52 similar vehicles

Paris, AR

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Conway, AR

UnscoredModerate · 28
$7,900163,320 mi

Comparison: 28 similar vehicles

Conway, AR

2018 Ford Edge SE

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

2018 Ford Edge SE

Conway, AR

UnscoredLimited · 8
$7,900162,420 mi

Comparison: 8 similar vehicles

Conway, AR

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Russellville, AR

UnscoredLimited · 8
$7,95087,505 mi

Comparison: 8 similar vehicles

Russellville, AR

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Greenbrier, AR

UnscoredInsufficient · 0
$7,950121,888 mi

Greenbrier, AR

2008 Lexus RX 350

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

2008 Lexus RX 350

Greenbrier, AR

UnscoredLimited · 6
$7,950228,910 mi

Comparison: 6 similar vehicles

Greenbrier, AR

2005 Jeep Wrangler SE

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

2005 Jeep Wrangler SE

Greenbrier, AR

UnscoredInsufficient · 0
$7,950165,931 mi

Greenbrier, AR

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Conway, AR

UnscoredLimited · 11
$7,995153,636 mi

Comparison: 11 similar vehicles

Conway, AR

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

North Little Rock, AR

UnscoredLimited · 5
$8,000158,197 mi

Comparison: 5 similar vehicles

North Little Rock, AR

2007 Jeep Wrangler Unlimited X

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

2007 Jeep Wrangler Unlimited X

Ozark, AR

UnscoredLimited · 5
$8,300147,068 mi

Comparison: 5 similar vehicles

Ozark, AR

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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