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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 14, 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

10,733 listings found

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Wapato, WA

UnscoredInsufficient · 0
$1,995188,120 mi

Wapato, WA

2001 Toyota Camry XLE

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

2001 Toyota Camry XLE

Union Gap, WA

UnscoredInsufficient · 0
$1,999293,287 mi

Union Gap, WA

2006 Kia Spectra 5

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

2006 Kia Spectra 5

Kennewick, WA

UnscoredInsufficient · 0
$2,195226,465 mi

Kennewick, WA

1999 Nissan Sentra

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

1999 Nissan Sentra

Union Gap, WA

UnscoredInsufficient · 0
$2,195Mileage not verified

Union Gap, WA

2012 Ford Focus Titanium

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

2012 Ford Focus Titanium

Kennewick, WA

UnscoredInsufficient · 0
$2,198182,983 mi

Kennewick, WA

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Sunnyside, WA

UnscoredInsufficient · 0
$2,495197,348 mi

Sunnyside, WA

2002 Toyota Rav4 Base

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

2002 Toyota Rav4 Base

Kennewick, WA

Unscored
$2,495248,033 mi

Comparison: 8 similar vehicles

Kennewick, WA

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Richland, WA

UnscoredInsufficient · 3
$2,495247,724 mi

Comparison: 3 similar vehicles

Richland, WA

1995 Ford Explorer XL

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

1995 Ford Explorer XL

Union Gap, WA

UnscoredInsufficient · 0
$2,495Mileage not verified

Union Gap, WA

2008 Nissan Altima S

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

2008 Nissan Altima S

Union Gap, WA

Unscored
$2,500192,694 mi

Comparison: 16 similar vehicles

Union Gap, WA

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Kennewick, WA

UnscoredInsufficient · 0
$2,600261,519 mi

Kennewick, WA

2000 Ford Expedition XLT

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

2000 Ford Expedition XLT

Yakima, WA

UnscoredInsufficient · 0
$2,688176,143 mi

Yakima, WA

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Wapato, WA

UnscoredInsufficient · 0
$2,695237,232 mi

Wapato, WA

2002 Volkswagen Passat GLS

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

2002 Volkswagen Passat GLS

Richland, WA

Salvage title
$2,699141,153 mi

Richland, WA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Kennewick, WA

UnscoredInsufficient · 4
$2,700181,828 mi

Comparison: 4 similar vehicles

Kennewick, WA

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Richland, WA

Unscored
$2,790219,779 mi

Comparison: 5 similar vehicles

Richland, WA

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Wapato, WA

UnscoredInsufficient · 0
$2,895220,080 mi

Wapato, WA

1989 Ford F-150

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

1989 Ford F-150

Richland, WA

UnscoredInsufficient · 0
$2,89987,533 mi

Richland, 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

2006 Acura MDX Touring Package

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

2006 Acura MDX Touring Package

Yakima, WA

Unscored
$2,990207,558 mi

Comparison: 6 similar vehicles

Yakima, WA

2007 Kia Rondo LX

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

2007 Kia Rondo LX

Kennewick, WA

UnscoredInsufficient · 0
$2,995275,000 mi

Kennewick, WA

2003 Chrysler PT Cruiser GT

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

2003 Chrysler PT Cruiser GT

Union Gap, WA

UnscoredInsufficient · 0
$2,995162,610 mi

Union Gap, 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

2003 Hyundai Elantra GLS

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

2003 Hyundai Elantra GLS

Kennewick, WA

Unscored
$2,995217,000 mi

Comparison: 9 similar vehicles

Kennewick, 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

Union Gap, WA

UnscoredInsufficient · 0
$2,995Mileage not verified

Union Gap, WA

2002 Mercedes-Benz M-Class ML 320

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

2002 Mercedes-Benz M-Class ML 320

Kennewick, WA

UnscoredInsufficient · 0
$2,995211,771 mi

Kennewick, WA

2002 Honda Civic LX

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

2002 Honda Civic LX

Kennewick, WA

UnscoredInsufficient · 0
$2,995267,295 mi

Kennewick, WA

1997 Toyota Avalon XLS

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

1997 Toyota Avalon XLS

Union Gap, WA

UnscoredInsufficient · 0
$2,995Mileage not verified

Union Gap, WA

1995 Toyota Camry

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

1995 Toyota Camry

Richland, WA

UnscoredInsufficient · 0
$2,995215,000 mi

Richland, WA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Yakima, WA

Unscored
$2,998154,786 mi

Comparison: 29 similar vehicles

Yakima, WA

2009 Mitsubishi Lancer ES-Sport

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

2009 Mitsubishi Lancer ES-Sport

Yakima, WA

UnscoredInsufficient · 0
$2,99993,568 mi

Yakima, WA

2007 Mazda CX-9 Touring AWD

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

2007 Mazda CX-9 Touring AWD

Pasco, WA

UnscoredInsufficient · 0
$2,999394,498 mi

Pasco, WA

2005 Subaru Impreza Outback Sport

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

2005 Subaru Impreza Outback Sport

Grandview, WA

UnscoredInsufficient · 0
$2,999234,100 mi

Grandview, WA

1991 Ford F-150

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

1991 Ford F-150

Richland, WA

UnscoredInsufficient · 0
$2,999128,812 mi

Richland, WA

2006 Ford Expedition Eddie Bauer

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

2006 Ford Expedition Eddie Bauer

Union Gap, WA

UnscoredInsufficient · 0
$3,000203,456 mi

Union Gap, WA

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Union Gap, WA

Unscored
$3,000310,866 mi

Comparison: 16 similar vehicles

Union Gap, WA

2002 Toyota Sequoia SR5

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

2002 Toyota Sequoia SR5

Union Gap, WA

UnscoredInsufficient · 3
$3,000200,348 mi

Comparison: 3 similar vehicles

Union Gap, WA

1997 Subaru Legacy OW

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

1997 Subaru Legacy OW

Richland, WA

UnscoredInsufficient · 0
$3,000282,162 mi

Richland, WA

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Wapato, WA

Unscored
$3,495113,314 mi

Comparison: 7 similar vehicles

Wapato, WA

2014 Kia Soul +

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

2014 Kia Soul +

Richland, WA

Unscored
$3,495156,003 mi

Comparison: 20 similar vehicles

Richland, 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

2008 Volkswagen Eos Turbo

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

2008 Volkswagen Eos Turbo

Union Gap, WA

UnscoredInsufficient · 0
$3,495194,583 mi

Union Gap, WA

2007 Dodge Dakota ST

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

2007 Dodge Dakota ST

Union Gap, WA

UnscoredInsufficient · 0
$3,495Mileage not verified

Union Gap, WA

2005 Ford Five Hundred Limited

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

2005 Ford Five Hundred Limited

Union Gap, WA

UnscoredInsufficient · 0
$3,495175,976 mi

Union Gap, WA

2002 Chrysler Town & Country EX

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

2002 Chrysler Town & Country EX

Union Gap, WA

UnscoredInsufficient · 0
$3,495107,803 mi

Union Gap, WA

2001 Pontiac Montana Base

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

2001 Pontiac Montana Base

Richland, WA

UnscoredInsufficient · 0
$3,520144,246 mi

Richland, WA

2011 Ford Focus SE

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

2011 Ford Focus SE

Union Gap, WA

Unscored
$3,695192,958 mi

Comparison: 6 similar vehicles

Union Gap, WA

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Wapato, WA

UnscoredInsufficient · 4
$3,695195,000 mi

Comparison: 4 similar vehicles

Wapato, WA

2009 Ford Focus SES

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

2009 Ford Focus SES

Union Gap, WA

Unscored
$3,695122,665 mi

Comparison: 6 similar vehicles

Union Gap, 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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