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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 6, 2026

7.1M+

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

7,865 listings found

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Sunnyside, WA

UnscoredInsufficient · 0
$1,995188,235 mi

Sunnyside, WA

2003 Ford Escape XLT Sport

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

2003 Ford Escape XLT Sport

Walla Walla, WA

UnscoredInsufficient · 0
$1,999233,032 mi

Walla Walla, 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

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

UnscoredInsufficient · 3
$2,495248,033 mi

Comparison: 3 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

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

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 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
$2,700182,983 mi

Kennewick, 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 · 3
$2,700181,828 mi

Comparison: 3 similar vehicles

Kennewick, 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

2004 Honda Civic VP

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

2004 Honda Civic VP

Grandview, WA

UnscoredInsufficient · 0
$2,900299,571 mi

Grandview, 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 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: 7 similar vehicles

Kennewick, 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

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Walla Walla, WA

UnscoredInsufficient · 0
$2,999177,290 mi

Walla Walla, 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

Walla Walla, WA

UnscoredInsufficient · 0
$2,999394,498 mi

Walla Walla, 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

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Walla Walla, WA

UnscoredInsufficient · 0
$2,999249,766 mi

Walla Walla, 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

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

2006 Kia Optima LX

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

2006 Kia Optima LX

Richland, WA

UnscoredInsufficient · 4
$3,175Mileage not verified

Comparison: 4 similar vehicles

Richland, WA

2006 Ford Freestar SEL

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

2006 Ford Freestar SEL

Walla Walla, WA

UnscoredInsufficient · 0
$3,499Mileage not verified

Walla Walla, WA

2002 Hyundai Accent GL

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

2002 Hyundai Accent GL

Richland, WA

UnscoredInsufficient · 0
$3,500186,463 mi

Richland, 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

2004 Volkswagen Passat GLS

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

2004 Volkswagen Passat GLS

Pasco, WA

Salvage title
$3,799155,319 mi

Pasco, WA

2007 Hyundai Tucson Limited

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

2007 Hyundai Tucson Limited

Pasco, WA

UnscoredInsufficient · 0
$3,897190,342 mi

Pasco, WA

2012 Nissan Altima S

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

2012 Nissan Altima S

Kennewick, WA

Unscored
$3,950249,732 mi

Comparison: 19 similar vehicles

Kennewick, WA

2001 Nissan Pathfinder LE

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

2001 Nissan Pathfinder LE

Richland, WA

UnscoredInsufficient · 0
$3,950222,235 mi

Richland, WA

2002 Ford Mustang Standard

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

2002 Ford Mustang Standard

Richland, WA

UnscoredInsufficient · 0
$3,960247,081 mi

Richland, WA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Kennewick, WA

Unscored
$3,990250,590 mi

Comparison: 11 similar vehicles

Kennewick, WA

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Kennewick, WA

UnscoredInsufficient · 0
$3,995173,234 mi

Kennewick, WA

2010 Kia Forte Koup EX

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

2010 Kia Forte Koup EX

Kennewick, WA

UnscoredInsufficient · 0
$3,995292,639 mi

Kennewick, WA

2007 Nissan Murano S

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

2007 Nissan Murano S

Sunnyside, WA

Unscored
$3,995156,114 mi

Comparison: 5 similar vehicles

Sunnyside, WA

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Kennewick, WA

UnscoredInsufficient · 0
$3,995126,328 mi

Kennewick, WA

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Richland, WA

UnscoredInsufficient · 3
$3,995229,945 mi

Comparison: 3 similar vehicles

Richland, WA

2008 Dodge Avenger SE

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

2008 Dodge Avenger SE

Richland, WA

UnscoredInsufficient · 0
$3,999118,872 mi

Richland, WA

2007 Dodge Caliber SXT

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

2007 Dodge Caliber SXT

Richland, WA

UnscoredInsufficient · 0
$3,999188,952 mi

Richland, WA

2007 Lexus ES 350

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

2007 Lexus ES 350

Hermiston, OR

Unscored
$4,050182,623 mi

Comparison: 21 similar vehicles

Hermiston, OR

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Richland, WA

UnscoredInsufficient · 3
$4,150214,938 mi

Comparison: 3 similar vehicles

Richland, WA

2009 Hyundai Accent GS

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

2009 Hyundai Accent GS

Pasco, WA

UnscoredInsufficient · 3
$4,288139,308 mi

Comparison: 3 similar vehicles

Pasco, WA

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Kennewick, WA

UnscoredInsufficient · 0
$4,295136,800 mi

Kennewick, WA

2007 Nissan Sentra 2.0 S

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

2007 Nissan Sentra 2.0 S

Sunnyside, WA

UnscoredInsufficient · 0
$4,295166,980 mi

Sunnyside, WA

2007 Subaru Outback I

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

2007 Subaru Outback I

Richland, WA

Unscored
$4,360193,882 mi

Comparison: 6 similar vehicles

Richland, WA

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Richland, WA

UnscoredInsufficient · 3
$4,375192,323 mi

Comparison: 3 similar vehicles

Richland, WA

2009 Kia Sedona LX

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

2009 Kia Sedona LX

Walla Walla, WA

UnscoredInsufficient · 0
$4,388136,814 mi

Walla Walla, WA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Richland, WA

Unscored
$4,495206,499 mi

Comparison: 14 similar vehicles

Richland, 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
$4,495156,003 mi

Comparison: 20 similar vehicles

Richland, WA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Sunnyside, WA

Unscored
$4,495194,248 mi

Comparison: 6 similar vehicles

Sunnyside, WA

2013 Kia Soul Base

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

2013 Kia Soul Base

Richland, WA

Fair PriceLimited · 19
$4,495116,732 mi

Market: $3,995 – $10,495

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Richland, 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 is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. 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 sell-time, 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 sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. 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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