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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

6,273 listings found

2001 Oldsmobile Intrigue GL

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

2001 Oldsmobile Intrigue GL

Lacey, WA

UnscoredInsufficient · 0
$1,200156,440 mi

Lacey, WA

2001 Ford Taurus SE

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

2001 Ford Taurus SE

Olympia, WA

UnscoredInsufficient · 0
$1,800208,926 mi

Olympia, WA

2009 Chevrolet HHR LT

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

2009 Chevrolet HHR LT

Shelton, WA

UnscoredInsufficient · 0
$2,500Mileage not verified

Shelton, WA

1995 Dodge Ram 1500

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

1995 Dodge Ram 1500

Shelton, WA

UnscoredInsufficient · 0
$2,500Mileage not verified

Shelton, WA

1995 Ford Aerostar XLT

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

1995 Ford Aerostar XLT

Shelton, WA

UnscoredInsufficient · 0
$2,600Mileage not verified

Shelton, WA

2011 Volkswagen Jetta SE w/Convenience

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

2011 Volkswagen Jetta SE w/Convenience

Olympia, WA

UnscoredInsufficient · 0
$2,800204,659 mi

Olympia, WA

2000 Honda Odyssey EX

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

2000 Honda Odyssey EX

Lacey, WA

Unscored
$2,800157,011 mi

Comparison: 5 similar vehicles

Lacey, WA

2004 Dodge Stratus SE

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

2004 Dodge Stratus SE

Shelton, WA

UnscoredInsufficient · 0
$2,995171,965 mi

Shelton, WA

2002 Chrysler 300M Base

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

2002 Chrysler 300M Base

Shelton, WA

UnscoredInsufficient · 0
$2,995125,546 mi

Shelton, WA

1996 Jeep Grand Cherokee LAREDO

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

1996 Jeep Grand Cherokee LAREDO

Shelton, WA

UnscoredInsufficient · 4
$2,995228,679 mi

Comparison: 4 similar vehicles

Shelton, WA

1998 Ford Expedition EDDIE BAUER

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

1998 Ford Expedition EDDIE BAUER

Centralia, WA

UnscoredInsufficient · 0
$3,222223,023 mi

Centralia, WA

2002 Kia Spectra GS

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

2002 Kia Spectra GS

Centralia, WA

UnscoredInsufficient · 0
$3,333249,623 mi

Centralia, WA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Olympia, WA

Unscored
$3,400207,585 mi

Comparison: 18 similar vehicles

Olympia, WA

2012 Kia Sportage EX

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

2012 Kia Sportage EX

Lacey, WA

Unscored
$3,400216,077 mi

Comparison: 13 similar vehicles

Lacey, WA

2010 Nissan Altima S

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

2010 Nissan Altima S

Olympia, WA

UnscoredInsufficient · 3
$3,400236,746 mi

Comparison: 3 similar vehicles

Olympia, WA

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Olympia, WA

UnscoredInsufficient · 0
$3,400164,524 mi

Olympia, WA

2005 Chevrolet Aveo LS

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

2005 Chevrolet Aveo LS

Centralia, WA

UnscoredInsufficient · 0
$3,444114,293 mi

Centralia, WA

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Shelton, WA

Unscored
$3,495141,011 mi

Comparison: 5 similar vehicles

Shelton, WA

2007 MINI Cooper Base

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

2007 MINI Cooper Base

Shelton, WA

UnscoredInsufficient · 0
$3,500Mileage not verified

Shelton, WA

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Shelton, WA

UnscoredInsufficient · 0
$3,500203,750 mi

Shelton, WA

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Olympia, WA

Salvage title
$3,800163,232 mi

Olympia, WA

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Olympia, WA

Unscored
$3,800243,170 mi

Comparison: 7 similar vehicles

Olympia, WA

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Olympia, WA

UnscoredInsufficient · 3
$3,800193,489 mi

Comparison: 3 similar vehicles

Olympia, WA

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Lacey, WA

UnscoredInsufficient · 0
$3,800158,877 mi

Lacey, WA

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Olympia, WA

UnscoredInsufficient · 0
$3,890294,265 mi

Olympia, WA

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Olympia, WA

UnscoredInsufficient · 0
$3,995151,389 mi

Olympia, WA

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Shelton, WA

Unscored
$3,995204,621 mi

Comparison: 6 similar vehicles

Shelton, WA

2003 Toyota Prius Base

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

2003 Toyota Prius Base

Olympia, WA

UnscoredInsufficient · 3
$3,995229,007 mi

Comparison: 3 similar vehicles

Olympia, WA

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Hoquiam, WA

UnscoredInsufficient · 0
$3,999267,938 mi

Hoquiam, WA

2006 Scion xA Base

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

2006 Scion xA Base

Chehalis, WA

Unscored
$3,999141,961 mi

Comparison: 8 similar vehicles

Chehalis, WA

2012 Volkswagen Beetle 2.5

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

2012 Volkswagen Beetle 2.5

Shelton, WA

Unscored
$4,000189,223 mi

Comparison: 6 similar vehicles

Shelton, WA

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Olympia, WA

Unscored
$4,000211,427 mi

Comparison: 7 similar vehicles

Olympia, WA

2003 Honda Civic EX

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

2003 Honda Civic EX

Chehalis, WA

UnscoredInsufficient · 0
$4,199196,784 mi

Chehalis, WA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Centralia, WA

Unscored
$4,222318,967 mi

Comparison: 12 similar vehicles

Centralia, WA

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Olympia, WA

UnscoredInsufficient · 0
$4,380277,163 mi

Olympia, WA

2007 Ford Freestyle Limited

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

2007 Ford Freestyle Limited

Aberdeen, WA

UnscoredInsufficient · 0
$4,399199,879 mi

Aberdeen, WA

2000 Lexus ES 300

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

2000 Lexus ES 300

Olympia, WA

UnscoredInsufficient · 0
$4,400191,285 mi

Olympia, WA

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Centralia, WA

UnscoredInsufficient · 0
$4,444192,224 mi

Centralia, WA

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Centralia, WA

UnscoredInsufficient · 0
$4,444208,631 mi

Centralia, WA

2001 Dodge Durango SLT

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

2001 Dodge Durango SLT

Centralia, WA

UnscoredInsufficient · 3
$4,444203,357 mi

Comparison: 3 similar vehicles

Centralia, WA

1999 Mazda Protege DX

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

1999 Mazda Protege DX

Chehalis, WA

UnscoredInsufficient · 0
$4,499216,517 mi

Chehalis, WA

1997 Ford F-150

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

1997 Ford F-150

Chehalis, WA

UnscoredInsufficient · 0
$4,499241,500 mi

Chehalis, WA

1997 Acura RL Base

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

1997 Acura RL Base

Centralia, WA

UnscoredInsufficient · 0
$4,555257,569 mi

Centralia, WA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Olympia, WA

Unscored
$4,599212,534 mi

Comparison: 10 similar vehicles

Olympia, WA

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Olympia, WA

UnscoredInsufficient · 3
$4,600215,750 mi

Comparison: 3 similar vehicles

Olympia, WA

2009 Ford Focus SES

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

2009 Ford Focus SES

Chehalis, WA

Unscored
$4,699151,618 mi

Comparison: 5 similar vehicles

Chehalis, WA

2008 Ford Focus SE

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

2008 Ford Focus SE

Chehalis, WA

UnscoredInsufficient · 0
$4,699119,464 mi

Chehalis, WA

2005 Ford Escape XLS

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

2005 Ford Escape XLS

Centralia, WA

UnscoredInsufficient · 0
$4,777131,962 mi

Centralia, WA

2013 Ford Edge SE

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

2013 Ford Edge SE

Lacey, WA

UnscoredInsufficient · 0
$4,800163,465 mi

Lacey, WA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Olympia, WA

UnscoredInsufficient · 4
$4,800186,721 mi

Comparison: 4 similar vehicles

Olympia, 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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