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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 9, 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

836 listings found

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Longview, WA

UnscoredInsufficient · 0
$1,995134,857 mi

Longview, WA

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Longview, WA

Unscored
$2,950188,978 mi

Comparison: 5 similar vehicles

Longview, WA

2010 Ford Focus SE

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

2010 Ford Focus SE

Longview, WA

Salvage title
$3,150132,000 mi

Longview, WA

2008 Scion xB Base

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

2008 Scion xB Base

Longview, WA

Unscored
$3,250227,000 mi

Comparison: 20 similar vehicles

Longview, WA

1998 Ford F-150 XLT

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

1998 Ford F-150 XLT

Longview, WA

UnscoredInsufficient · 0
$3,250215,000 mi

Longview, WA

2002 Dodge Dakota Sport

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

2002 Dodge Dakota Sport

Longview, WA

Unscored
$3,450243,000 mi

Comparison: 5 similar vehicles

Longview, WA

2004 Dodge Durango Limited

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

2004 Dodge Durango Limited

Longview, WA

UnscoredInsufficient · 0
$3,488273,566 mi

Longview, WA

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Longview, WA

Unscored
$3,688233,186 mi

Comparison: 24 similar vehicles

Longview, WA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Longview, WA

UnscoredInsufficient · 0
$3,950155,000 mi

Longview, WA

2009 Subaru Impreza 2.5i

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

2009 Subaru Impreza 2.5i

Longview, WA

Unscored
$3,950184,130 mi

Comparison: 13 similar vehicles

Longview, WA

2008 Chevrolet Impala LTZ

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

2008 Chevrolet Impala LTZ

Longview, WA

UnscoredInsufficient · 0
$3,950168,862 mi

Longview, WA

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Longview, WA

Unscored
$3,950240,000 mi

Comparison: 7 similar vehicles

Longview, WA

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Longview, WA

UnscoredInsufficient · 0
$3,950193,000 mi

Longview, WA

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Longview, WA

UnscoredInsufficient · 0
$3,950129,496 mi

Longview, WA

2004 INFINITI G35 Sport Coupe Base

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

2004 INFINITI G35 Sport Coupe Base

Longview, WA

Salvage title
$3,950275,000 mi

Longview, WA

2003 Honda Element EX

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

2003 Honda Element EX

Longview, WA

Unscored
$3,950241,000 mi

Comparison: 7 similar vehicles

Longview, WA

2015 Chevrolet Impala 1LS

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

2015 Chevrolet Impala 1LS

Longview, WA

UnscoredInsufficient · 0
$3,995161,100 mi

Longview, WA

2006 Subaru Outback I

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

2006 Subaru Outback I

Longview, WA

Unscored
$3,995199,425 mi

Comparison: 6 similar vehicles

Longview, WA

2003 Volkswagen Jetta GL

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

2003 Volkswagen Jetta GL

Longview, WA

UnscoredInsufficient · 0
$3,995114,835 mi

Longview, WA

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Longview, WA

UnscoredInsufficient · 0
$4,250184,505 mi

Longview, WA

2002 Chrysler Town & Country Limited

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

2002 Chrysler Town & Country Limited

Longview, WA

UnscoredInsufficient · 0
$4,350139,000 mi

Longview, WA

2007 Honda Accord EX

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

2007 Honda Accord EX

Longview, WA

Unscored
$4,650154,000 mi

Comparison: 18 similar vehicles

Longview, WA

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Longview, WA

Unscored
$4,650194,000 mi

Comparison: 15 similar vehicles

Longview, WA

2006 Acura TSX Base

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

2006 Acura TSX Base

Longview, WA

UnscoredInsufficient · 0
$4,650192,000 mi

Longview, WA

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Longview, WA

Unscored
$4,650193,000 mi

Comparison: 5 similar vehicles

Longview, WA

2008 Saturn VUE Green Line

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

2008 Saturn VUE Green Line

Longview, WA

UnscoredInsufficient · 0
$4,700162,000 mi

Longview, WA

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

Longview, WA

Unscored
$4,850190,314 mi

Comparison: 9 similar vehicles

Longview, WA

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Longview, WA

Unscored
$4,950221,618 mi

Comparison: 9 similar vehicles

Longview, WA

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Longview, WA

Unscored
$4,950211,796 mi

Comparison: 5 similar vehicles

Longview, WA

2010 Honda Fit Base

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

2010 Honda Fit Base

Longview, WA

UnscoredInsufficient · 3
$4,950181,000 mi

Comparison: 3 similar vehicles

Longview, WA

2009 Subaru Impreza 2.5i

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

2009 Subaru Impreza 2.5i

Longview, WA

Unscored
$4,950182,983 mi

Comparison: 13 similar vehicles

Longview, WA

2005 Chevrolet Silverado 1500 LS

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

2005 Chevrolet Silverado 1500 LS

Longview, WA

UnscoredInsufficient · 0
$4,950176,000 mi

Longview, WA

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Longview, WA

Unscored
$4,950237,000 mi

Comparison: 24 similar vehicles

Longview, WA

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Longview, WA

UnscoredInsufficient · 4
$4,950263,000 mi

Comparison: 4 similar vehicles

Longview, WA

1998 Chevrolet C1500

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

1998 Chevrolet C1500

Longview, WA

UnscoredInsufficient · 0
$4,950220,000 mi

Longview, WA

1997 Dodge Dakota Base

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

1997 Dodge Dakota Base

Longview, WA

UnscoredInsufficient · 0
$4,950197,000 mi

Longview, WA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Longview, WA

Unscored
$4,988170,042 mi

Comparison: 22 similar vehicles

Longview, WA

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Longview, WA

Unscored
$4,988191,610 mi

Comparison: 7 similar vehicles

Longview, WA

2011 Honda Pilot LX

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

2011 Honda Pilot LX

Longview, WA

UnscoredInsufficient · 3
$4,995224,021 mi

Comparison: 3 similar vehicles

Longview, WA

2007 Toyota Sienna CE

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

2007 Toyota Sienna CE

Longview, WA

UnscoredInsufficient · 3
$4,995192,501 mi

Comparison: 3 similar vehicles

Longview, WA

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Longview, WA

UnscoredInsufficient · 0
$5,350190,000 mi

Longview, WA

2001 Dodge Durango SLT

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

2001 Dodge Durango SLT

Longview, WA

UnscoredInsufficient · 3
$5,450112,690 mi

Comparison: 3 similar vehicles

Longview, WA

2016 Mercedes-Benz GLA-Class GLA250

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

2016 Mercedes-Benz GLA-Class GLA250

Longview, WA

UnscoredInsufficient · 3
$5,650235,828 mi

Comparison: 3 similar vehicles

Longview, WA

2014 Mazda MAZDA3 i Grand Touring

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

2014 Mazda MAZDA3 i Grand Touring

Longview, WA

Unscored
$5,650186,730 mi

Comparison: 19 similar vehicles

Longview, WA

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Longview, WA

Unscored
$5,650188,465 mi

Comparison: 24 similar vehicles

Longview, WA

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

Longview, WA

Unscored
$5,650134,681 mi

Comparison: 12 similar vehicles

Longview, WA

2008 Jeep Commander Sport

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

2008 Jeep Commander Sport

Longview, WA

UnscoredInsufficient · 0
$5,650143,000 mi

Longview, WA

2005 GMC Yukon Denali

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

2005 GMC Yukon Denali

Longview, WA

UnscoredInsufficient · 0
$5,650194,000 mi

Longview, WA

2001 Ford Ranger XLT

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

2001 Ford Ranger XLT

Longview, WA

UnscoredInsufficient · 3
$5,650254,863 mi

Comparison: 3 similar vehicles

Longview, WA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Longview, WA

Unscored
$5,688195,142 mi

Comparison: 18 similar vehicles

Longview, WA

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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