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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

1,738 listings found

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Bono, AR

UnscoredLimited · 9
$3,995140,411 mi

Comparison: 9 similar vehicles

Bono, AR

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Searcy, AR

UnscoredInsufficient · 0
$4,097248,013 mi

Searcy, AR

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Newport, AR

UnscoredLimited · 8
$5,000134,507 mi

Comparison: 8 similar vehicles

Newport, AR

2012 Toyota RAV4 Limited

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

2012 Toyota RAV4 Limited

Bono, AR

UnscoredLimited · 5
$5,500230,057 mi

Comparison: 5 similar vehicles

Bono, AR

2018 Ford Flex SEL

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

2018 Ford Flex SEL

Salem, AR

UnscoredInsufficient · 0
$5,900273,748 mi

Salem, AR

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Searcy, AR

Salvage title
$5,999153,778 mi

Searcy, AR

2018 Ford Escape S

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

2018 Ford Escape S

Searcy, AR

UnscoredModerate · 29
$6,087222,644 mi

Comparison: 29 similar vehicles

Searcy, AR

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Bono, AR

UnscoredModerate · 32
$6,900150,351 mi

Comparison: 32 similar vehicles

Bono, AR

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Bono, AR

UnscoredLimited · 6
$6,900158,302 mi

Comparison: 6 similar vehicles

Bono, AR

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Heber Springs, AR

UnscoredLimited · 19
$6,995149,683 mi

Comparison: 19 similar vehicles

Heber Springs, AR

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Searcy, AR

UnscoredInsufficient · 0
$7,250Mileage not verified

Searcy, 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

Melbourne, AR

UnscoredModerate · 26
$7,500170,415 mi

Comparison: 26 similar vehicles

Melbourne, AR

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Melbourne, AR

UnscoredLimited · 12
$7,500205,698 mi

Comparison: 12 similar vehicles

Melbourne, AR

2017 Dodge Journey Crossroad

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

2017 Dodge Journey Crossroad

Melbourne, AR

UnscoredInsufficient · 4
$7,900163,301 mi

Comparison: 4 similar vehicles

Melbourne, AR

2009 Chevrolet Suburban LTZ

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

2009 Chevrolet Suburban LTZ

Bono, AR

UnscoredInsufficient · 0
$7,900276,300 mi

Bono, AR

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Searcy, AR

UnscoredInsufficient · 4
$7,99998,818 mi

Comparison: 4 similar vehicles

Searcy, AR

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Melbourne, AR

UnscoredLimited · 8
$8,000150,904 mi

Comparison: 8 similar vehicles

Melbourne, AR

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Melbourne, AR

UnscoredLimited · 7
$8,000172,028 mi

Comparison: 7 similar vehicles

Melbourne, AR

2011 GMC Yukon SLT

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

2011 GMC Yukon SLT

Heber Springs, AR

UnscoredInsufficient · 4
$8,103223,062 mi

Comparison: 4 similar vehicles

Heber Springs, AR

2014 Nissan JUKE SV

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

2014 Nissan JUKE SV

Searcy, AR

UnscoredInsufficient · 0
$8,375140,677 mi

Searcy, AR

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Searcy, AR

Fair PriceModerate · 38
$8,500Mileage not verified

Market: $5,900 – $16,120

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Searcy, AR

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Searcy, AR

UnscoredInsufficient · 0
$8,675174,691 mi

Searcy, AR

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Heber Springs, AR

UnscoredModerate · 47
$8,995132,000 mi

Comparison: 47 similar vehicles

Heber Springs, AR

2007 Toyota 4Runner SR5

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

2007 Toyota 4Runner SR5

Heber Springs, AR

UnscoredInsufficient · 4
$8,995214,294 mi

Comparison: 4 similar vehicles

Heber Springs, AR

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Searcy, AR

UnscoredModerate · 23
$8,999145,833 mi

Comparison: 23 similar vehicles

Searcy, AR

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Searcy, AR

Fair PriceModerate · 29
$9,10493,652 mi

Market: $3,995 – $17,084

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Searcy, AR

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Bono, AR

UnscoredLimited · 8
$9,900128,392 mi

Comparison: 8 similar vehicles

Bono, AR

2015 Subaru XV Crosstrek Limited

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

2015 Subaru XV Crosstrek Limited

Searcy, AR

UnscoredInsufficient · 3
$9,90096,927 mi

Comparison: 3 similar vehicles

Searcy, AR

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Searcy, AR

UnscoredInsufficient · 0
$9,900137,150 mi

Searcy, AR

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Searcy, AR

UnscoredInsufficient · 4
$9,900169,241 mi

Comparison: 4 similar vehicles

Searcy, AR

2002 Toyota 4Runner SR5

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

2002 Toyota 4Runner SR5

Cave City, AR

UnscoredInsufficient · 0
$9,900148,322 mi

Cave City, AR

2019 Jeep Compass Sport

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

2019 Jeep Compass Sport

Clinton, AR

UnscoredInsufficient · 3
$9,987105,097 mi

Comparison: 3 similar vehicles

Clinton, AR

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Heber Springs, AR

Fair PriceLimited · 15
$9,995118,259 mi

Market: $6,700 – $13,379

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Heber Springs, AR

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Searcy, AR

UnscoredRobust · 50
$9,999161,763 mi

Comparison: 50 similar vehicles

Searcy, AR

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Searcy, AR

UnscoredLimited · 9
$10,087150,425 mi

Comparison: 9 similar vehicles

Searcy, AR

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Newport, AR

UnscoredRobust · 53
$10,124160,036 mi

Comparison: 53 similar vehicles

Newport, AR

2020 Kia Sorento S

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

2020 Kia Sorento S

Searcy, AR

UnscoredLimited · 5
$10,131130,799 mi

Comparison: 5 similar vehicles

Searcy, AR

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Batesville, AR

UnscoredRobust · 64
$10,427132,925 mi

Comparison: 64 similar vehicles

Batesville, AR

2018 Jeep Cherokee Limited

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

2018 Jeep Cherokee Limited

Searcy, AR

UnscoredInsufficient · 3
$10,729110,267 mi

Comparison: 3 similar vehicles

Searcy, AR

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Searcy, AR

UnscoredInsufficient · 3
$10,900Mileage not verified

Comparison: 3 similar vehicles

Searcy, AR

2017 Jeep Grand Cherokee Altitude

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

2017 Jeep Grand Cherokee Altitude

Ash Flat, AR

UnscoredLimited · 5
$10,900130,884 mi

Comparison: 5 similar vehicles

Ash Flat, AR

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Searcy, AR

UnscoredLimited · 9
$10,900130,433 mi

Comparison: 9 similar vehicles

Searcy, AR

2014 Mazda CX-5 Touring

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

2014 Mazda CX-5 Touring

Searcy, AR

UnscoredInsufficient · 0
$10,900140,775 mi

Searcy, AR

2015 Ford Escape SE

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

2015 Ford Escape SE

Searcy, AR

UnscoredModerate · 31
$10,995153,114 mi

Comparison: 31 similar vehicles

Searcy, AR

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Searcy, AR

OverpricedLimited · 11
$10,995136,127 mi

Market: $5,500 – $8,495

Comparison: 11 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

Searcy, AR

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Mountain View, AR

UnscoredLimited · 6
$11,51079,155 mi

Comparison: 6 similar vehicles

Mountain View, AR

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Searcy, AR

UnscoredLimited · 19
$11,886138,015 mi

Comparison: 19 similar vehicles

Searcy, AR

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Searcy, AR

UnscoredModerate · 25
$11,899167,075 mi

Comparison: 25 similar vehicles

Searcy, AR

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Bono, AR

UnscoredRobust · 88
$11,900141,374 mi

Comparison: 88 similar vehicles

Bono, AR

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Searcy, AR

UnscoredInsufficient · 0
$11,900141,151 mi

Searcy, 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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