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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 8, 2026

7.3M+

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

15,350 listings found

2005 Ford Focus ZX4 SE

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

2005 Ford Focus ZX4 SE

Neosho, MO

UnscoredInsufficient · 3
$1,995197,000 mi

Comparison: 3 similar vehicles

Neosho, MO

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Rogers, AR

Unscored
$1,999104,000 mi

Comparison: 9 similar vehicles

Rogers, AR

2010 Ford Focus SES

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

2010 Ford Focus SES

Rogers, AR

UnscoredInsufficient · 0
$2,500197,454 mi

Rogers, AR

2008 Mazda Tribute i Grand Touring

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

2008 Mazda Tribute i Grand Touring

Rogers, AR

UnscoredInsufficient · 0
$2,800222,680 mi

Rogers, AR

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Decatur, AR

UnscoredInsufficient · 3
$2,888140,110 mi

Comparison: 3 similar vehicles

Decatur, AR

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Farmington, AR

UnscoredInsufficient · 4
$2,900164,486 mi

Comparison: 4 similar vehicles

Farmington, AR

2013 Ford Edge SE

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

2013 Ford Edge SE

Rogers, AR

Unscored
$2,999286,309 mi

Comparison: 9 similar vehicles

Rogers, AR

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Rogers, AR

Unscored
$2,999247,586 mi

Comparison: 22 similar vehicles

Rogers, AR

2007 Dodge Ram 1500 Pickup ST

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

2007 Dodge Ram 1500 Pickup ST

Rogers, AR

UnscoredInsufficient · 3
$2,999215,018 mi

Comparison: 3 similar vehicles

Rogers, AR

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Rogers, AR

UnscoredInsufficient · 0
$2,999305,514 mi

Rogers, AR

2007 Volkswagen Rabbit 2.5

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

2007 Volkswagen Rabbit 2.5

Rogers, AR

UnscoredInsufficient · 0
$2,999299,923 mi

Rogers, AR

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Springdale, AR

UnscoredInsufficient · 0
$2,999161,193 mi

Springdale, AR

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Farmington, AR

UnscoredInsufficient · 3
$3,300150,665 mi

Comparison: 3 similar vehicles

Farmington, AR

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Springdale, AR

Unscored
$3,495251,833 mi

Comparison: 8 similar vehicles

Springdale, AR

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Decatur, AR

Unscored
$3,500127,701 mi

Comparison: 6 similar vehicles

Decatur, AR

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Siloam Springs, AR

UnscoredInsufficient · 0
$3,500191,754 mi

Siloam Springs, AR

2008 Lexus RX 350

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

2008 Lexus RX 350

Rogers, AR

UnscoredInsufficient · 0
$3,500187,234 mi

Rogers, AR

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Springdale, AR

UnscoredInsufficient · 0
$3,500234,756 mi

Springdale, AR

2011 Ford Focus SE

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

2011 Ford Focus SE

Granby, MO

Unscored
$3,650180,875 mi

Comparison: 6 similar vehicles

Granby, MO

2009 Lincoln MKZ Base

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

2009 Lincoln MKZ Base

Pryor, OK

UnscoredInsufficient · 0
$3,700323,165 mi

Pryor, OK

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Decatur, AR

Unscored
$3,900174,483 mi

Comparison: 37 similar vehicles

Decatur, AR

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Siloam Springs, AR

UnscoredInsufficient · 0
$3,900218,822 mi

Siloam Springs, AR

2016 Kia Rio LX

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

2016 Kia Rio LX

Granby, MO

Unscored
$3,900137,000 mi

Comparison: 7 similar vehicles

Granby, MO

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Farmington, AR

UnscoredInsufficient · 0
$3,900272,033 mi

Farmington, AR

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Farmington, AR

Unscored
$3,900192,654 mi

Comparison: 5 similar vehicles

Farmington, AR

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Miami, OK

UnscoredInsufficient · 0
$3,900180,000 mi

Miami, OK

2009 Ford Focus SE

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

2009 Ford Focus SE

Granby, MO

Unscored
$3,900141,904 mi

Comparison: 8 similar vehicles

Granby, MO

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Granby, MO

UnscoredInsufficient · 0
$3,900189,995 mi

Granby, MO

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

Springdale, AR

Unscored
$3,950232,093 mi

Comparison: 11 similar vehicles

Springdale, AR

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Decatur, AR

Unscored
$3,950165,492 mi

Comparison: 5 similar vehicles

Decatur, AR

2016 Chrysler 200 C

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

2016 Chrysler 200 C

Decatur, AR

UnscoredInsufficient · 0
$3,995174,600 mi

Decatur, AR

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Gravette, AR

UnscoredInsufficient · 0
$3,995129,735 mi

Gravette, AR

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Neosho, MO

Unscored
$3,995221,071 mi

Comparison: 30 similar vehicles

Neosho, MO

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Salina, OK

UnscoredInsufficient · 0
$3,995162,475 mi

Salina, OK

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Neosho, MO

UnscoredInsufficient · 3
$3,995216,414 mi

Comparison: 3 similar vehicles

Neosho, MO

2006 Nissan Frontier XE

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

2006 Nissan Frontier XE

Gravette, AR

UnscoredInsufficient · 0
$3,995184,047 mi

Gravette, AR

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Gravette, AR

UnscoredInsufficient · 0
$3,995176,740 mi

Gravette, AR

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Rogers, AR

Unscored
$3,999160,596 mi

Comparison: 8 similar vehicles

Rogers, AR

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Rogers, AR

Unscored
$3,999124,408 mi

Comparison: 17 similar vehicles

Rogers, AR

2005 GMC Yukon XL Denali

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

2005 GMC Yukon XL Denali

Fayetteville, AR

UnscoredInsufficient · 0
$3,999240,684 mi

Fayetteville, AR

2005 Nissan Frontier Nismo

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

2005 Nissan Frontier Nismo

Rogers, AR

UnscoredInsufficient · 0
$3,999251,992 mi

Rogers, AR

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Pryor, OK

UnscoredInsufficient · 0
$3,999234,653 mi

Pryor, OK

1993 Nissan

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

1993 Nissan

Springdale, AR

UnscoredInsufficient · 0
$3,999186,439 mi

Springdale, AR

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Vinita, OK

Unscored
$4,084190,271 mi

Comparison: 28 similar vehicles

Vinita, OK

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Vinita, OK

UnscoredInsufficient · 4
$4,173219,822 mi

Comparison: 4 similar vehicles

Vinita, OK

2002 Chevrolet Astro Base

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

2002 Chevrolet Astro Base

Neosho, MO

UnscoredInsufficient · 0
$4,495178,056 mi

Neosho, MO

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Granby, MO

Unscored
$4,500175,456 mi

Comparison: 16 similar vehicles

Granby, MO

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Rogers, AR

Unscored
$4,500147,331 mi

Comparison: 5 similar vehicles

Rogers, AR

2014 Ford Escape S

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

2014 Ford Escape S

Rogers, AR

UnscoredInsufficient · 0
$4,500131,935 mi

Rogers, AR

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Gravette, AR

Unscored
$4,500162,023 mi

Comparison: 28 similar vehicles

Gravette, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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