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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

755 listings found

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

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
$2,700192,694 mi

Comparison: 15 similar vehicles

Union Gap, 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
$2,700293,287 mi

Union Gap, 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

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

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

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Union Gap, WA

UnscoredInsufficient · 0
$2,997243,967 mi

Union Gap, WA

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Union Gap, WA

UnscoredInsufficient · 0
$2,999171,083 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

UnscoredInsufficient · 3
$3,000310,866 mi

Comparison: 3 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

Unscored
$3,000200,348 mi

Comparison: 7 similar vehicles

Union Gap, 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

2006 Subaru Forester X

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

2006 Subaru Forester X

Union Gap, WA

Unscored
$3,495193,079 mi

Comparison: 9 similar vehicles

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

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: 5 similar vehicles

Union Gap, 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: 5 similar vehicles

Union Gap, WA

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Union Gap, WA

UnscoredInsufficient · 4
$3,695148,743 mi

Comparison: 4 similar vehicles

Union Gap, WA

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Union Gap, WA

Unscored
$3,695207,829 mi

Comparison: 10 similar vehicles

Union Gap, WA

2005 Dodge Dakota ST

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

2005 Dodge Dakota ST

Union Gap, WA

UnscoredInsufficient · 0
$3,900155,490 mi

Union Gap, WA

2009 Nissan cube SL

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

2009 Nissan cube SL

Union Gap, WA

UnscoredInsufficient · 0
$3,995118,919 mi

Union Gap, WA

2008 Chevrolet Malibu Classic LT

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

2008 Chevrolet Malibu Classic LT

Union Gap, WA

UnscoredInsufficient · 0
$3,995153,391 mi

Union Gap, WA

2006 Honda Civic EX

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

2006 Honda Civic EX

Union Gap, WA

Unscored
$3,995189,785 mi

Comparison: 8 similar vehicles

Union Gap, WA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Union Gap, WA

UnscoredInsufficient · 0
$3,995241,271 mi

Union Gap, WA

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Union Gap, WA

Unscored
$3,995226,451 mi

Comparison: 6 similar vehicles

Union Gap, WA

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Union Gap, WA

UnscoredInsufficient · 0
$3,995Mileage not verified

Union Gap, WA

2003 Lincoln Navigator Luxury

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

2003 Lincoln Navigator Luxury

Union Gap, WA

UnscoredInsufficient · 0
$3,995215,000 mi

Union Gap, WA

2001 Dodge Dakota SLT

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

2001 Dodge Dakota SLT

Union Gap, WA

UnscoredInsufficient · 0
$3,995194,650 mi

Union Gap, 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

Union Gap, WA

UnscoredInsufficient · 0
$3,995195,435 mi

Union Gap, WA

2000 Ford F-150 XL

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

2000 Ford F-150 XL

Union Gap, WA

UnscoredInsufficient · 0
$3,995262,234 mi

Union Gap, WA

1999 GMC Yukon Base

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

1999 GMC Yukon Base

Union Gap, WA

UnscoredInsufficient · 0
$3,995197,000 mi

Union Gap, WA

2003 Ford Explorer Sport Trac XLT

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

2003 Ford Explorer Sport Trac XLT

Union Gap, WA

UnscoredInsufficient · 0
$3,997199,183 mi

Union Gap, 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
$4,197163,222 mi

Comparison: 6 similar vehicles

Union Gap, WA

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Union Gap, WA

UnscoredInsufficient · 4
$4,290182,331 mi

Comparison: 4 similar vehicles

Union Gap, WA

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Union Gap, WA

UnscoredInsufficient · 3
$4,495141,533 mi

Comparison: 3 similar vehicles

Union Gap, WA

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Union Gap, WA

UnscoredInsufficient · 0
$4,495142,339 mi

Union Gap, WA

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Union Gap, WA

Unscored
$4,500179,310 mi

Comparison: 9 similar vehicles

Union Gap, WA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Union Gap, WA

Unscored
$4,550142,986 mi

Comparison: 6 similar vehicles

Union Gap, WA

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Union Gap, WA

Unscored
$4,995151,345 mi

Comparison: 5 similar vehicles

Union Gap, WA

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Union Gap, WA

UnscoredInsufficient · 0
$4,995Mileage not verified

Union Gap, WA

2003 Ford Mustang GT Deluxe

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

2003 Ford Mustang GT Deluxe

Union Gap, WA

UnscoredInsufficient · 0
$4,995121,588 mi

Union Gap, WA

2003 BMW X5 Base

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

2003 BMW X5 Base

Union Gap, WA

UnscoredInsufficient · 3
$4,995192,000 mi

Comparison: 3 similar vehicles

Union Gap, WA

2001 Chevrolet Tahoe Base

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

2001 Chevrolet Tahoe Base

Union Gap, WA

UnscoredInsufficient · 0
$4,995204,133 mi

Union Gap, WA

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Union Gap, WA

Unscored
$4,999170,999 mi

Comparison: 13 similar vehicles

Union Gap, 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
$4,999203,456 mi

Union Gap, WA

2005 Subaru Legacy I

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

2005 Subaru Legacy I

Union Gap, WA

UnscoredInsufficient · 0
$4,999190,647 mi

Union Gap, WA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Union Gap, WA

Unscored
$5,397152,158 mi

Comparison: 24 similar vehicles

Union Gap, WA

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Union Gap, WA

Unscored
$5,500156,825 mi

Comparison: 8 similar vehicles

Union Gap, 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

Union Gap, WA

Unscored
$5,787145,522 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 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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