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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

1,544 listings found

2001 Toyota Corolla LE

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

2001 Toyota Corolla LE

Ellensburg, WA

UnscoredInsufficient · 3
$2,490217,721 mi

Comparison: 3 similar vehicles

Ellensburg, WA

1998 Toyota Sienna LE

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

1998 Toyota Sienna LE

Ellensburg, WA

UnscoredInsufficient · 0
$2,490286,397 mi

Ellensburg, WA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Ellensburg, WA

Unscored
$2,990278,061 mi

Comparison: 11 similar vehicles

Ellensburg, WA

2008 Nissan Versa S

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

2008 Nissan Versa S

Ephrata, WA

UnscoredInsufficient · 0
$3,424146,353 mi

Ephrata, WA

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Ellensburg, WA

UnscoredInsufficient · 3
$3,490210,676 mi

Comparison: 3 similar vehicles

Ellensburg, WA

2002 Ford Explorer Sport Trac Value

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

2002 Ford Explorer Sport Trac Value

Ellensburg, WA

UnscoredInsufficient · 0
$3,490210,310 mi

Ellensburg, WA

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Ellensburg, WA

Unscored
$3,490220,366 mi

Comparison: 6 similar vehicles

Ellensburg, WA

2011 Honda Odyssey LX

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

2011 Honda Odyssey LX

Ephrata, WA

UnscoredInsufficient · 0
$3,500241,769 mi

Ephrata, WA

1992 Ford Econoline

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

1992 Ford Econoline

Wenatchee, WA

UnscoredInsufficient · 0
$3,500Mileage not verified

Wenatchee, WA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Ellensburg, WA

Unscored
$3,990175,085 mi

Comparison: 13 similar vehicles

Ellensburg, WA

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Ellensburg, WA

UnscoredInsufficient · 0
$3,990128,199 mi

Ellensburg, WA

2008 Honda Civic LX

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

2008 Honda Civic LX

Wenatchee, WA

Unscored
$3,999181,034 mi

Comparison: 33 similar vehicles

Wenatchee, WA

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Ellensburg, WA

Unscored
$4,490128,122 mi

Comparison: 8 similar vehicles

Ellensburg, WA

2011 Volkswagen CC Sport

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

2011 Volkswagen CC Sport

Ellensburg, WA

UnscoredInsufficient · 3
$4,490144,393 mi

Comparison: 3 similar vehicles

Ellensburg, WA

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Ellensburg, WA

UnscoredInsufficient · 0
$4,490156,587 mi

Ellensburg, WA

2001 Jeep Grand Cherokee LAREDO

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

2001 Jeep Grand Cherokee LAREDO

Ellensburg, WA

UnscoredInsufficient · 0
$4,490129,132 mi

Ellensburg, WA

2005 Mitsubishi Endeavor LS

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

2005 Mitsubishi Endeavor LS

Ellensburg, WA

UnscoredInsufficient · 0
$4,499199,686 mi

Ellensburg, WA

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Ellensburg, WA

UnscoredInsufficient · 0
$4,499304,654 mi

Ellensburg, WA

2009 Cadillac Escalade Base

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

2009 Cadillac Escalade Base

Wenatchee, WA

UnscoredInsufficient · 0
$4,589206,000 mi

Wenatchee, WA

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Ellensburg, WA

Unscored
$4,790199,002 mi

Comparison: 11 similar vehicles

Ellensburg, WA

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Wenatchee, WA

UnscoredInsufficient · 0
$4,950230,411 mi

Wenatchee, WA

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Ellensburg, WA

UnscoredInsufficient · 0
$4,990122,542 mi

Ellensburg, WA

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Ephrata, WA

UnscoredInsufficient · 3
$4,995117,885 mi

Comparison: 3 similar vehicles

Ephrata, WA

2012 Chevrolet Sonic 1LT

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

2012 Chevrolet Sonic 1LT

Ellensburg, WA

UnscoredInsufficient · 0
$4,999192,227 mi

Ellensburg, WA

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

Ellensburg, WA

UnscoredInsufficient · 0
$5,490257,257 mi

Ellensburg, WA

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Ellensburg, WA

UnscoredInsufficient · 4
$5,490224,746 mi

Comparison: 4 similar vehicles

Ellensburg, WA

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Ephrata, WA

Unscored
$5,495138,784 mi

Comparison: 8 similar vehicles

Ephrata, WA

2011 Dodge Journey Express

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

2011 Dodge Journey Express

Ellensburg, WA

UnscoredInsufficient · 0
$5,499173,505 mi

Ellensburg, WA

2009 Ford Escape Limited

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

2009 Ford Escape Limited

Ellensburg, WA

UnscoredInsufficient · 0
$5,79076,406 mi

Ellensburg, WA

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Wenatchee, WA

Salvage title
$5,950122,172 mi

Wenatchee, WA

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Ellensburg, WA

Unscored
$5,990208,116 mi

Comparison: 17 similar vehicles

Ellensburg, WA

2011 Chevrolet Malibu Fleet

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

2011 Chevrolet Malibu Fleet

Wenatchee, WA

UnscoredInsufficient · 0
$5,999147,016 mi

Wenatchee, WA

2007 Kia Rondo LX

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

2007 Kia Rondo LX

Wenatchee, WA

UnscoredInsufficient · 0
$5,99965,576 mi

Wenatchee, WA

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Wenatchee, WA

UnscoredInsufficient · 0
$5,999128,707 mi

Wenatchee, WA

2004 Toyota Corolla S

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

2004 Toyota Corolla S

Wenatchee, WA

UnscoredInsufficient · 0
$5,999128,998 mi

Wenatchee, WA

2014 Ford Flex Limited

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

2014 Ford Flex Limited

Ellensburg, WA

UnscoredInsufficient · 4
$6,490160,552 mi

Comparison: 4 similar vehicles

Ellensburg, WA

2007 Nissan 350Z Roadster Touring

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

2007 Nissan 350Z Roadster Touring

Ellensburg, WA

UnscoredInsufficient · 0
$6,490176,249 mi

Ellensburg, WA

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Ephrata, WA

Unscored
$6,499162,746 mi

Comparison: 27 similar vehicles

Ephrata, WA

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Ellensburg, WA

Unscored
$6,499211,319 mi

Comparison: 5 similar vehicles

Ellensburg, WA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Ephrata, WA

Fair PriceLimited · 12
$6,92579,406 mi

Market: $5,988 – $8,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Ephrata, WA

2015 Dodge Dart Aero

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

2015 Dodge Dart Aero

Wenatchee, WA

UnscoredInsufficient · 0
$6,950130,871 mi

Wenatchee, WA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Wenatchee, WA

Unscored
$6,950200,254 mi

Comparison: 18 similar vehicles

Wenatchee, WA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Ephrata, WA

Unscored
$6,995127,282 mi

Comparison: 11 similar vehicles

Ephrata, WA

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Ephrata, WA

Fair PriceLimited · 13
$6,995110,876 mi

Market: $7,195 – $10,995

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 31 days listed (based on current market benchmarks)

Ephrata, WA

2015 Kia Forte EX

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

2015 Kia Forte EX

Wenatchee, WA

Unscored
$6,999115,429 mi

Comparison: 5 similar vehicles

Wenatchee, WA

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

East Wenatchee, WA

Unscored
$7,199122,438 mi

Comparison: 8 similar vehicles

East Wenatchee, WA

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Ephrata, WA

Unscored
$7,500141,500 mi

Comparison: 8 similar vehicles

Ephrata, WA

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Wenatchee, WA

Unscored
$7,610141,000 mi

Comparison: 10 similar vehicles

Wenatchee, WA

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Ephrata, WA

Unscored
$7,99580,553 mi

Comparison: 6 similar vehicles

Ephrata, WA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Wenatchee, WA

Unscored
$7,995121,000 mi

Comparison: 96 similar vehicles

Wenatchee, 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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