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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

4,153 listings found

2011 Nissan Altima S

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

2011 Nissan Altima S

Bono, AR

UnscoredLimited · 19
$2,900274,298 mi

Comparison: 19 similar vehicles

Bono, AR

2015 Ford Escape S

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

2015 Ford Escape S

Bono, AR

UnscoredLimited · 5
$3,900140,551 mi

Comparison: 5 similar vehicles

Bono, AR

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Searcy, AR

UnscoredInsufficient · 0
$3,995249,392 mi

Searcy, AR

1996 Chevrolet Blazer

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

1996 Chevrolet Blazer

Searcy, AR

UnscoredInsufficient · 0
$4,500205,000 mi

Searcy, AR

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Bono, AR

Salvage title
$4,900106,090 mi

Bono, AR

2010 Nissan Versa S

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

2010 Nissan Versa S

Batesville, AR

UnscoredInsufficient · 0
$4,995157,015 mi

Batesville, AR

1993 GMC Sierra

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

1993 GMC Sierra

Batesville, AR

UnscoredInsufficient · 0
$4,995209,982 mi

Batesville, AR

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Maynard, AR

Fair PriceLimited · 18
$5,000149,817 mi

Market: $4,995 – $9,049

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Maynard, 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 · 7
$5,500230,057 mi

Comparison: 7 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

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Bono, AR

Fair PriceLimited · 14
$5,900133,230 mi

Market: $4,699 – $11,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bono, AR

2014 Dodge Grand Caravan R/T

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

2014 Dodge Grand Caravan R/T

Bono, AR

UnscoredInsufficient · 0
$5,900208,848 mi

Bono, AR

2008 Toyota Sienna XLE

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

2008 Toyota Sienna XLE

Bono, AR

UnscoredInsufficient · 0
$5,900204,044 mi

Bono, AR

2018 Kia Soul +

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

2018 Kia Soul +

Jonesboro, AR

UnscoredLimited · 12
$5,995184,220 mi

Comparison: 12 similar vehicles

Jonesboro, AR

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Batesville, AR

UnscoredInsufficient · 4
$5,995252,376 mi

Comparison: 4 similar vehicles

Batesville, 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

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Searcy, AR

UnscoredInsufficient · 0
$6,500202,101 mi

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

Fair PriceModerate · 27
$6,900150,351 mi

Market: $4,950 – $12,500

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bono, AR

2015 Nissan Pathfinder Platinum

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

2015 Nissan Pathfinder Platinum

Bono, AR

UnscoredInsufficient · 3
$6,900155,759 mi

Comparison: 3 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

Fair PriceModerate · 20
$6,995149,683 mi

Market: $4,495 – $14,500

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Heber Springs, AR

2007 Ford F-150 Lariat

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

2007 Ford F-150 Lariat

Ash Flat, AR

UnscoredLimited · 6
$6,995215,703 mi

Comparison: 6 similar vehicles

Ash Flat, AR

2014 Kia Soul Base

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

2014 Kia Soul Base

Searcy, AR

Fair PriceModerate · 22
$7,000214,000 mi

Market: $2,600 – $10,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Searcy, AR

2015 Chevrolet Impala Limited Police Sedan

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

2015 Chevrolet Impala Limited Police Sedan

Newport, AR

UnscoredInsufficient · 0
$7,029112,163 mi

Newport, AR

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Jonesboro, AR

Fair PriceLimited · 18
$7,256116,874 mi

Market: $6,995 – $8,875

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Jonesboro, AR

2000 Chevrolet Silverado BASE

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

2000 Chevrolet Silverado BASE

Batesville, AR

UnscoredInsufficient · 0
$7,500166,819 mi

Batesville, AR

2013 Ford F-150 Platinum

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

2013 Ford F-150 Platinum

Newport, AR

UnscoredLimited · 9
$7,579248,009 mi

Comparison: 9 similar vehicles

Newport, AR

2015 Ford Focus SE

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

2015 Ford Focus SE

Batesville, AR

Fair PriceLimited · 12
$7,73284,768 mi

Market: $2,999 – $9,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Batesville, AR

2008 Cadillac DTS 1SC

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

2008 Cadillac DTS 1SC

Heber Springs, AR

UnscoredInsufficient · 0
$7,773160,154 mi

Heber Springs, AR

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Bono, AR

UnscoredModerate · 26
$7,900219,693 mi

Comparison: 26 similar vehicles

Bono, 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

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Jonesboro, AR

UnscoredLimited · 7
$7,995311,565 mi

Comparison: 7 similar vehicles

Jonesboro, 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 · 3
$7,99998,818 mi

Comparison: 3 similar vehicles

Searcy, AR

1993 Chevrolet Corvette

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

1993 Chevrolet Corvette

Batesville, AR

UnscoredInsufficient · 0
$8,00069,020 mi

Batesville, AR

2016 Kia Optima LX

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

2016 Kia Optima LX

Jonesboro, AR

Fair PriceModerate · 20
$8,519106,168 mi

Market: $5,700 – $16,584

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Jonesboro, AR

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Newport, AR

UnscoredInsufficient · 4
$8,725174,308 mi

Comparison: 4 similar vehicles

Newport, AR

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Batesville, AR

Fair PriceModerate · 23
$8,827158,060 mi

Market: $7,900 – $16,577

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Batesville, AR

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Heber Springs, AR

UnscoredLimited · 17
$8,900197,550 mi

Comparison: 17 similar vehicles

Heber Springs, AR

2015 RAM Cargo Van Tradesman

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

2015 RAM Cargo Van Tradesman

Cave City, AR

UnscoredInsufficient · 0
$8,900115,977 mi

Cave City, AR

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Bono, AR

UnscoredLimited · 8
$8,900187,096 mi

Comparison: 8 similar vehicles

Bono, AR

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Cave City, AR

UnscoredInsufficient · 0
$8,90045,428 mi

Cave City, 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

UnscoredRobust · 62
$8,995132,000 mi

Comparison: 62 similar vehicles

Heber Springs, AR

2010 Ford E-Series Econoline Wagon XL

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

2010 Ford E-Series Econoline Wagon XL

Jonesboro, AR

UnscoredInsufficient · 0
$8,995188,095 mi

Jonesboro, AR

2007 Toyota 4Runner SR5

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

2007 Toyota 4Runner SR5

Searcy, AR

UnscoredInsufficient · 3
$8,995214,294 mi

Comparison: 3 similar vehicles

Searcy, AR

2006 Kia Spectra EX

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

2006 Kia Spectra EX

Searcy, AR

UnscoredInsufficient · 0
$8,995165,784 mi

Searcy, AR

2005 Honda Civic LX

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

2005 Honda Civic LX

Searcy, AR

UnscoredInsufficient · 0
$8,995142,528 mi

Searcy, AR

2001 Ford Taurus SE

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

2001 Ford Taurus SE

Searcy, AR

UnscoredInsufficient · 0
$8,995107,147 mi

Searcy, AR

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Searcy, AR

Fair PriceLimited · 18
$8,99994,297 mi

Market: $5,999 – $11,577

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Searcy, AR

2010 Chevrolet Silverado 1500 LS

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

2010 Chevrolet Silverado 1500 LS

Searcy, AR

UnscoredInsufficient · 0
$9,000224,000 mi

Searcy, AR

2017 Kia Forte LX

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

2017 Kia Forte LX

Batesville, AR

Fair PriceLimited · 16
$9,327144,419 mi

Market: $4,995 – $14,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Batesville, AR

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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