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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

37,328 listings found

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Benton, AR

UnscoredInsufficient · 0
$1,895Mileage not verified

Benton, AR

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Benton, AR

UnscoredInsufficient · 0
$2,500291,400 mi

Benton, AR

2004 Honda Accord EX

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

2004 Honda Accord EX

North Little Rock, AR

UnscoredInsufficient · 0
$2,500283,193 mi

North Little Rock, AR

2006 Suzuki XL-7 Base

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

2006 Suzuki XL-7 Base

Bryant, AR

UnscoredInsufficient · 0
$2,630207,111 mi

Bryant, AR

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Benton, AR

UnscoredInsufficient · 0
$2,750166,571 mi

Benton, AR

2007 Mercury Mountaineer Base

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

2007 Mercury Mountaineer Base

Sheridan, AR

UnscoredInsufficient · 0
$2,900215,807 mi

Sheridan, AR

2006 Honda Accord LX

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

2006 Honda Accord LX

Little Rock, AR

UnscoredInsufficient · 0
$2,979266,793 mi

Little Rock, AR

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Cabot, AR

UnscoredInsufficient · 4
$2,995272,279 mi

Comparison: 4 similar vehicles

Cabot, AR

2014 Ford Edge SE

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

2014 Ford Edge SE

Cabot, AR

UnscoredInsufficient · 0
$2,995240,183 mi

Cabot, AR

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Cabot, AR

Unscored
$2,995247,719 mi

Comparison: 27 similar vehicles

Cabot, AR

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Cabot, AR

UnscoredInsufficient · 0
$2,995270,643 mi

Cabot, AR

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Cabot, AR

UnscoredInsufficient · 4
$2,995172,205 mi

Comparison: 4 similar vehicles

Cabot, AR

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Cabot, AR

Unscored
$2,995Mileage not verified

Comparison: 8 similar vehicles

Cabot, AR

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

North Little Rock, AR

Unscored
$3,000283,892 mi

Comparison: 6 similar vehicles

North Little Rock, AR

1992 Ford Econoline

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

1992 Ford Econoline

Greenbrier, AR

UnscoredInsufficient · 0
$3,000152,388 mi

Greenbrier, 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

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Jacksonville, AR

Unscored
$3,200214,047 mi

Comparison: 6 similar vehicles

Jacksonville, AR

2010 Dodge Nitro SXT

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

2010 Dodge Nitro SXT

Jacksonville, AR

UnscoredInsufficient · 0
$3,200147,926 mi

Jacksonville, AR

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Jacksonville, AR

UnscoredInsufficient · 0
$3,200280,357 mi

Jacksonville, AR

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Benton, AR

Unscored
$3,295185,170 mi

Comparison: 12 similar vehicles

Benton, AR

2012 Mazda Mazda2 Touring

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

2012 Mazda Mazda2 Touring

Jacksonville, AR

UnscoredInsufficient · 0
$3,400187,144 mi

Jacksonville, AR

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Little Rock, AR

UnscoredInsufficient · 0
$3,479117,518 mi

Little Rock, AR

2010 Volkswagen Jetta SEL

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

2010 Volkswagen Jetta SEL

Little Rock, AR

UnscoredInsufficient · 0
$3,500179,710 mi

Little Rock, AR

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Conway, AR

UnscoredInsufficient · 3
$3,500195,625 mi

Comparison: 3 similar vehicles

Conway, AR

1996 Ford Ranger XL

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

1996 Ford Ranger XL

Heber Springs, AR

UnscoredInsufficient · 0
$3,628274,105 mi

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

Bryant, AR

UnscoredInsufficient · 0
$3,630217,257 mi

Bryant, AR

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Bryant, AR

UnscoredInsufficient · 0
$3,630170,467 mi

Bryant, AR

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Bryant, AR

Unscored
$3,630265,127 mi

Comparison: 7 similar vehicles

Bryant, AR

2016 Kia Forte LX

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

2016 Kia Forte LX

Little Rock, AR

Unscored
$3,68399,102 mi

Comparison: 7 similar vehicles

Little Rock, AR

2015 Subaru Forester i

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

2015 Subaru Forester i

Little Rock, AR

UnscoredInsufficient · 0
$3,750215,775 mi

Little Rock, AR

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Conway, AR

UnscoredInsufficient · 0
$3,829267,988 mi

Conway, AR

1999 Honda Odyssey EX

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

1999 Honda Odyssey EX

Bryant, AR

UnscoredInsufficient · 0
$3,880252,659 mi

Bryant, AR

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Jacksonville, AR

Unscored
$3,900194,908 mi

Comparison: 18 similar vehicles

Jacksonville, 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

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Cabot, AR

Unscored
$3,900161,594 mi

Comparison: 11 similar vehicles

Cabot, AR

2007 Nissan Quest Base

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

2007 Nissan Quest Base

Mabelvale, AR

UnscoredInsufficient · 0
$3,900122,400 mi

Mabelvale, AR

2005 Pontiac Vibe Base

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

2005 Pontiac Vibe Base

Lonoke, AR

UnscoredInsufficient · 0
$3,950200,000 mi

Lonoke, AR

2004 Buick Century Base

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

2004 Buick Century Base

Lonoke, AR

UnscoredInsufficient · 0
$3,950Mileage not verified

Lonoke, AR

2000 Buick Century CUSTOM

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

2000 Buick Century CUSTOM

Lonoke, AR

UnscoredInsufficient · 0
$3,950Mileage not verified

Lonoke, AR

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Cabot, AR

Unscored
$3,995134,403 mi

Comparison: 7 similar vehicles

Cabot, AR

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Cabot, AR

Unscored
$3,995217,764 mi

Comparison: 13 similar vehicles

Cabot, AR

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Cabot, AR

Unscored
$3,995149,202 mi

Comparison: 8 similar vehicles

Cabot, AR

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Cabot, AR

Unscored
$3,995142,770 mi

Comparison: 5 similar vehicles

Cabot, AR

2012 Nissan Altima S

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

2012 Nissan Altima S

Greenbrier, AR

Unscored
$3,995183,030 mi

Comparison: 11 similar vehicles

Greenbrier, AR

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Sherwood, AR

UnscoredInsufficient · 0
$3,995200,000 mi

Sherwood, AR

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Benton, AR

UnscoredInsufficient · 0
$3,995175,841 mi

Benton, AR

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

North Little Rock, AR

Unscored
$3,999199,000 mi

Comparison: 29 similar vehicles

North Little Rock, AR

2014 Chevrolet Malibu 2LT

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

2014 Chevrolet Malibu 2LT

North Little Rock, AR

UnscoredInsufficient · 0
$3,999159,000 mi

North Little Rock, 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

Unscored
$3,999204,208 mi

Comparison: 10 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

Unscored
$3,999198,667 mi

Comparison: 6 similar vehicles

North Little Rock, 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.
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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