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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 5, 2026

6.8M+

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

24,949 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

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

UnscoredInsufficient · 3
$3,000283,892 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Little Rock, AR

Unscored
$3,124219,381 mi

Comparison: 6 similar vehicles

Little Rock, 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

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 · 0
$3,500195,625 mi

Conway, 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: 5 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

2001 Chevrolet Silverado

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

2001 Chevrolet Silverado

Russellville, AR

UnscoredInsufficient · 0
$3,899278,321 mi

Russellville, 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

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Little Rock, AR

Unscored
$3,979255,614 mi

Comparison: 31 similar vehicles

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

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: 27 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

UnscoredInsufficient · 4
$3,999198,667 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Sherwood, AR

Unscored
$3,999201,807 mi

Comparison: 7 similar vehicles

Sherwood, AR

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Sherwood, AR

Unscored
$3,999152,173 mi

Comparison: 30 similar vehicles

Sherwood, AR

2012 Jeep Compass Limited

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

2012 Jeep Compass Limited

Sherwood, AR

UnscoredInsufficient · 0
$3,999291,679 mi

Sherwood, AR

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Hot Springs, AR

Unscored
$3,999Mileage not verified

Comparison: 5 similar vehicles

Hot Springs, AR

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Greenbrier, AR

UnscoredInsufficient · 0
$3,999196,025 mi

Greenbrier, AR

2011 Cadillac STS Premium

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

2011 Cadillac STS Premium

Greenbrier, AR

UnscoredInsufficient · 0
$3,999164,095 mi

Greenbrier, AR

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Sherwood, AR

UnscoredInsufficient · 3
$3,999244,050 mi

Comparison: 3 similar vehicles

Sherwood, AR

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

North Little Rock, AR

Unscored
$3,999129,000 mi

Comparison: 5 similar vehicles

North Little Rock, AR

2011 Toyota Yaris Base

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

2011 Toyota Yaris Base

North Little Rock, AR

UnscoredInsufficient · 0
$3,999200,000 mi

North Little Rock, AR

2009 Subaru Forester

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

2009 Subaru Forester

Sherwood, AR

UnscoredInsufficient · 0
$3,999225,989 mi

Sherwood, AR

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Sherwood, AR

UnscoredInsufficient · 0
$3,999204,567 mi

Sherwood, AR

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

North Little Rock, AR

UnscoredInsufficient · 4
$3,999229,000 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2005 Honda Accord EX

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

2005 Honda Accord EX

Sherwood, AR

UnscoredInsufficient · 0
$3,999167,026 mi

Sherwood, AR

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Little Rock, AR

UnscoredInsufficient · 0
$4,000178,524 mi

Little Rock, AR

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Conway, AR

UnscoredInsufficient · 0
$4,000116,900 mi

Conway, AR

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Conway, AR

UnscoredInsufficient · 3
$4,128200,116 mi

Comparison: 3 similar vehicles

Conway, 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
$4,129251,460 mi

Russellville, AR

1992 Ford Ranger XL

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

1992 Ford Ranger XL

Bryant, AR

UnscoredInsufficient · 0
$4,12952,124 mi

Bryant, AR

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Little Rock, AR

UnscoredInsufficient · 0
$4,200163,320 mi

Little Rock, AR

2015 Acura TLX Technology Package

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

2015 Acura TLX Technology Package

Greenbrier, AR

UnscoredInsufficient · 4
$4,250255,823 mi

Comparison: 4 similar vehicles

Greenbrier, AR

2004 Mitsubishi Endeavor LIMITED 2WD

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

2004 Mitsubishi Endeavor LIMITED 2WD

Little Rock, AR

UnscoredInsufficient · 0
$4,295158,443 mi

Little Rock, AR

No Photo

2006 Chrysler PT Cruiser Touring Edition

Hot Springs, AR

UnscoredInsufficient · 0
$4,375Mileage not verified

Hot Springs, 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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