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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 10, 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

2,795 listings found

2004 Chrysler PT Cruiser LIMITED

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

2004 Chrysler PT Cruiser LIMITED

Yakima, WA

UnscoredInsufficient · 3
$2,890241,299 mi

Comparison: 3 similar vehicles

Yakima, WA

2003 Cadillac DeVille Base

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

2003 Cadillac DeVille Base

Yakima, WA

UnscoredInsufficient · 0
$2,988189,330 mi

Yakima, WA

2001 Volkswagen Jetta GLS

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

2001 Volkswagen Jetta GLS

Yakima, WA

UnscoredInsufficient · 0
$2,988227,025 mi

Yakima, WA

2003 Volkswagen Jetta GLS

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

2003 Volkswagen Jetta GLS

Yakima, WA

UnscoredInsufficient · 0
$2,995346,977 mi

Yakima, WA

2008 Chevrolet Equinox LS

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

2008 Chevrolet Equinox LS

Yakima, WA

UnscoredInsufficient · 0
$3,49597,268 mi

Yakima, WA

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Yakima, WA

UnscoredInsufficient · 4
$3,988213,157 mi

Comparison: 4 similar vehicles

Yakima, WA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Yakima, WA

Unscored
$3,988218,613 mi

Comparison: 25 similar vehicles

Yakima, WA

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Yakima, WA

UnscoredInsufficient · 0
$3,988124,547 mi

Yakima, WA

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Yakima, WA

Unscored
$3,988214,306 mi

Comparison: 10 similar vehicles

Yakima, WA

2008 Suzuki SX4 Crossover Touring

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

2008 Suzuki SX4 Crossover Touring

Yakima, WA

UnscoredInsufficient · 0
$3,988212,397 mi

Yakima, WA

2008 Hyundai Accent GLS

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

2008 Hyundai Accent GLS

Yakima, WA

UnscoredInsufficient · 3
$3,988149,058 mi

Comparison: 3 similar vehicles

Yakima, WA

2006 Buick Rendezvous CX AWD

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

2006 Buick Rendezvous CX AWD

Yakima, WA

UnscoredInsufficient · 0
$3,988245,505 mi

Yakima, WA

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Yakima, WA

UnscoredInsufficient · 0
$3,988328,946 mi

Yakima, WA

2005 Nissan Pathfinder SE

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

2005 Nissan Pathfinder SE

Yakima, WA

UnscoredInsufficient · 0
$3,988217,413 mi

Yakima, WA

2004 Ford Explorer Limited

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

2004 Ford Explorer Limited

Yakima, WA

UnscoredInsufficient · 0
$3,988151,731 mi

Yakima, WA

2002 Ford Escape XLT Choice

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

2002 Ford Escape XLT Choice

Yakima, WA

UnscoredInsufficient · 0
$3,988215,570 mi

Yakima, WA

1995 Jeep Grand Cherokee LAREDO

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

1995 Jeep Grand Cherokee LAREDO

Yakima, WA

UnscoredInsufficient · 0
$3,988219,479 mi

Yakima, WA

1991 Jeep Cherokee Laredo

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

1991 Jeep Cherokee Laredo

Yakima, WA

UnscoredInsufficient · 0
$3,988207,992 mi

Yakima, WA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Yakima, WA

Unscored
$3,990135,869 mi

Comparison: 7 similar vehicles

Yakima, WA

2007 Hummer H3

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

2007 Hummer H3

Yakima, WA

UnscoredInsufficient · 0
$3,990178,022 mi

Yakima, WA

2003 GMC Yukon XL Base

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

2003 GMC Yukon XL Base

Yakima, WA

Unscored
$3,990251,008 mi

Comparison: 6 similar vehicles

Yakima, WA

1997 Ford Econoline

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

1997 Ford Econoline

Yakima, WA

UnscoredInsufficient · 0
$3,990180,909 mi

Yakima, WA

2001 Mazda Tribute LX

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

2001 Mazda Tribute LX

Yakima, WA

UnscoredInsufficient · 0
$3,995164,371 mi

Yakima, WA

1998 Ford Explorer LIMITED

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

1998 Ford Explorer LIMITED

Yakima, WA

UnscoredInsufficient · 0
$3,995147,175 mi

Yakima, WA

2004 Ford Explorer Eddie Bauer

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

2004 Ford Explorer Eddie Bauer

Yakima, WA

UnscoredInsufficient · 0
$4,000220,000 mi

Yakima, WA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Yakima, WA

Unscored
$4,190108,092 mi

Comparison: 7 similar vehicles

Yakima, WA

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Yakima, WA

UnscoredInsufficient · 3
$4,495153,506 mi

Comparison: 3 similar vehicles

Yakima, WA

1998 Ford F-150 XL

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

1998 Ford F-150 XL

Yakima, WA

Unscored
$4,590260,170 mi

Comparison: 5 similar vehicles

Yakima, WA

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Yakima, WA

UnscoredInsufficient · 0
$4,695149,858 mi

Yakima, WA

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Yakima, WA

UnscoredInsufficient · 0
$4,888147,553 mi

Yakima, WA

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Yakima, WA

Unscored
$4,988214,324 mi

Comparison: 16 similar vehicles

Yakima, WA

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Yakima, WA

Unscored
$4,988145,795 mi

Comparison: 7 similar vehicles

Yakima, WA

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Yakima, WA

Unscored
$4,988207,863 mi

Comparison: 7 similar vehicles

Yakima, WA

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Yakima, WA

UnscoredInsufficient · 0
$4,988147,275 mi

Yakima, WA

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Yakima, WA

Unscored
$4,988156,795 mi

Comparison: 6 similar vehicles

Yakima, WA

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Yakima, WA

UnscoredInsufficient · 0
$4,988186,487 mi

Yakima, WA

2007 Honda Civic LX

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

2007 Honda Civic LX

Yakima, WA

Unscored
$4,988202,657 mi

Comparison: 19 similar vehicles

Yakima, WA

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Yakima, WA

UnscoredInsufficient · 0
$4,988103,945 mi

Yakima, WA

2006 Mercury Mountaineer Premier

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

2006 Mercury Mountaineer Premier

Yakima, WA

UnscoredInsufficient · 0
$4,988185,439 mi

Yakima, WA

2006 Nissan Armada SE

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

2006 Nissan Armada SE

Yakima, WA

UnscoredInsufficient · 0
$4,988226,497 mi

Yakima, WA

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Yakima, WA

Unscored
$4,988207,054 mi

Comparison: 8 similar vehicles

Yakima, WA

2005 Volvo XC90 T6

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

2005 Volvo XC90 T6

Yakima, WA

UnscoredInsufficient · 0
$4,988194,740 mi

Yakima, WA

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Yakima, WA

Unscored
$4,988220,392 mi

Comparison: 12 similar vehicles

Yakima, WA

1998 Ford F-150 XL

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

1998 Ford F-150 XL

Yakima, WA

Unscored
$4,988271,957 mi

Comparison: 5 similar vehicles

Yakima, WA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Yakima, WA

Unscored
$4,990175,885 mi

Comparison: 27 similar vehicles

Yakima, WA

2005 Dodge Grand Caravan SE

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

2005 Dodge Grand Caravan SE

Yakima, WA

UnscoredInsufficient · 3
$4,995124,374 mi

Comparison: 3 similar vehicles

Yakima, WA

2005 Mazda MAZDA3 S

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

2005 Mazda MAZDA3 S

Yakima, WA

Unscored
$4,995214,980 mi

Comparison: 10 similar vehicles

Yakima, WA

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Yakima, WA

UnscoredInsufficient · 4
$4,99599,307 mi

Comparison: 4 similar vehicles

Yakima, WA

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

Yakima, WA

UnscoredInsufficient · 0
$4,999157,245 mi

Yakima, WA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Yakima, WA

Unscored
$4,999162,304 mi

Comparison: 10 similar vehicles

Yakima, 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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