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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

2,311 listings found

2011 Nissan Armada Platinum

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

2011 Nissan Armada Platinum

Pine Bluff, AR

UnscoredInsufficient · 0
$2,997268,564 mi

Pine Bluff, AR

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Pine Bluff, AR

UnscoredInsufficient · 0
$3,125Mileage not verified

Pine Bluff, AR

2012 Nissan Versa S

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

2012 Nissan Versa S

Pine Bluff, AR

Unscored
$3,900140,205 mi

Comparison: 6 similar vehicles

Pine Bluff, AR

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Pine Bluff, AR

UnscoredInsufficient · 3
$3,995180,254 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2011 GMC Yukon XL Denali

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

2011 GMC Yukon XL Denali

Pine Bluff, AR

UnscoredInsufficient · 0
$3,999188,628 mi

Pine Bluff, AR

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Greenville, MS

UnscoredInsufficient · 0
$4,500163,013 mi

Greenville, MS

2008 Audi A4 Base

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

2008 Audi A4 Base

Pine Bluff, AR

UnscoredInsufficient · 0
$4,590204,998 mi

Pine Bluff, AR

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Pine Bluff, AR

UnscoredInsufficient · 3
$4,995137,091 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Monticello, AR

UnscoredInsufficient · 0
$5,128133,511 mi

Monticello, AR

2006 Ford Freestyle SE

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

2006 Ford Freestyle SE

Star City, AR

UnscoredInsufficient · 0
$5,500132,007 mi

Star City, AR

2009 Pontiac Vibe Base

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

2009 Pontiac Vibe Base

Star City, AR

UnscoredInsufficient · 0
$5,800170,090 mi

Star City, AR

2014 Honda Civic LX

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

2014 Honda Civic LX

Pine Bluff, AR

Unscored
$5,900239,401 mi

Comparison: 5 similar vehicles

Pine Bluff, AR

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Pine Bluff, AR

UnscoredInsufficient · 0
$5,995188,000 mi

Pine Bluff, AR

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Pine Bluff, AR

UnscoredInsufficient · 0
$6,500232,638 mi

Pine Bluff, AR

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Pine Bluff, AR

UnscoredInsufficient · 0
$6,500140,287 mi

Pine Bluff, AR

2003 Jaguar XK Series XK8 Convertible

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

2003 Jaguar XK Series XK8 Convertible

Pine Bluff, AR

UnscoredInsufficient · 0
$6,50057,000 mi

Pine Bluff, AR

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Greenville, MS

Unscored
$6,725148,906 mi

Comparison: 9 similar vehicles

Greenville, MS

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Pine Bluff, AR

UnscoredInsufficient · 0
$6,875125,206 mi

Pine Bluff, AR

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Pine Bluff, AR

UnscoredInsufficient · 0
$6,900261,000 mi

Pine Bluff, AR

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Pine Bluff, AR

Unscored
$7,750219,198 mi

Comparison: 5 similar vehicles

Pine Bluff, AR

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Greenville, MS

Unscored
$7,811166,361 mi

Comparison: 13 similar vehicles

Greenville, MS

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Pine Bluff, AR

UnscoredInsufficient · 3
$7,900142,000 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Greenville, MS

Unscored
$7,985257,017 mi

Comparison: 36 similar vehicles

Greenville, MS

2008 Nissan Frontier SE

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

2008 Nissan Frontier SE

Pine Bluff, AR

Unscored
$7,995223,470 mi

Comparison: 8 similar vehicles

Pine Bluff, AR

2005 Chevrolet Equinox LS

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

2005 Chevrolet Equinox LS

White Hall, AR

UnscoredInsufficient · 0
$7,995127,108 mi

White Hall, AR

2013 Chrysler 200 LX

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

2013 Chrysler 200 LX

Pine Bluff, AR

UnscoredInsufficient · 4
$8,250123,654 mi

Comparison: 4 similar vehicles

Pine Bluff, AR

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Crossett, AR

UnscoredInsufficient · 4
$8,500160,263 mi

Comparison: 4 similar vehicles

Crossett, AR

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Pine Bluff, AR

Unscored
$8,99598,223 mi

Comparison: 25 similar vehicles

Pine Bluff, AR

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Pine Bluff, AR

Unscored
$8,997157,852 mi

Comparison: 6 similar vehicles

Pine Bluff, AR

2015 Ford Escape SE

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

2015 Ford Escape SE

White Hall, AR

Unscored
$9,124128,119 mi

Comparison: 18 similar vehicles

White Hall, AR

2014 Dodge Dart GT

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

2014 Dodge Dart GT

Pine Bluff, AR

UnscoredInsufficient · 0
$9,375126,766 mi

Pine Bluff, AR

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Fordyce, AR

Unscored
$9,417182,002 mi

Comparison: 17 similar vehicles

Fordyce, AR

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Pine Bluff, AR

UnscoredInsufficient · 0
$9,475167,358 mi

Pine Bluff, AR

2014 Hyundai Equus Signature

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

2014 Hyundai Equus Signature

Pine Bluff, AR

UnscoredInsufficient · 0
$9,488112,181 mi

Pine Bluff, AR

2011 Cadillac Escalade Base

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

2011 Cadillac Escalade Base

Star City, AR

UnscoredInsufficient · 0
$9,500165,010 mi

Star City, AR

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Monticello, AR

Unscored
$9,628132,884 mi

Comparison: 19 similar vehicles

Monticello, AR

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Pine Bluff, AR

Fair PriceModerate · 27
$9,70099,895 mi

Market: $8,750 – $12,215

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Pine Bluff, AR

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Greenville, MS

UnscoredInsufficient · 3
$9,958110,357 mi

Comparison: 3 similar vehicles

Greenville, MS

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Greenville, MS

UnscoredInsufficient · 0
$9,96079,236 mi

Greenville, MS

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

White Hall, AR

Unscored
$10,126272,343 mi

Comparison: 82 similar vehicles

White Hall, AR

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Pine Bluff, AR

Unscored
$10,495175,218 mi

Comparison: 22 similar vehicles

Pine Bluff, AR

2015 Honda Accord LX

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

2015 Honda Accord LX

Pine Bluff, AR

Unscored
$10,500172,000 mi

Comparison: 10 similar vehicles

Pine Bluff, AR

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Greenville, MS

Fair PriceModerate · 30
$10,676110,693 mi

Market: $7,999 – $18,666

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Greenville, MS

2007 Ford F-350 Super Duty XLT

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

2007 Ford F-350 Super Duty XLT

Pine Bluff, AR

UnscoredInsufficient · 0
$10,940387,736 mi

Pine Bluff, AR

2019 Buick Enclave Avenir

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

2019 Buick Enclave Avenir

Greenville, MS

Unscored
$10,958164,190 mi

Comparison: 7 similar vehicles

Greenville, MS

2011 RAM 3500 Pickup Laramie

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

2011 RAM 3500 Pickup Laramie

Fordyce, AR

UnscoredInsufficient · 0
$10,999468,278 mi

Fordyce, AR

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Pine Bluff, AR

Unscored
$11,49596,397 mi

Comparison: 9 similar vehicles

Pine Bluff, AR

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Greenville, MS

UnscoredInsufficient · 4
$11,499117,020 mi

Comparison: 4 similar vehicles

Greenville, MS

2019 Nissan Rogue S

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

2019 Nissan Rogue S

Greenville, MS

Unscored
$11,577143,018 mi

Comparison: 10 similar vehicles

Greenville, MS

2019 Nissan Kicks SR

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

2019 Nissan Kicks SR

Fordyce, AR

Fair PriceLimited · 16
$11,90093,216 mi

Market: $6,898 – $14,467

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Fordyce, 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 recently 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.
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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