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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,358 listings found

2008 GMC Acadia SLT1

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

2008 GMC Acadia SLT1

Yakima, WA

UnscoredInsufficient · 0
$2,500171,375 mi

Yakima, 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

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

UnscoredInsufficient · 3
$2,990207,558 mi

Comparison: 3 similar vehicles

Yakima, 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

UnscoredLimited · 7
$3,495193,079 mi

Comparison: 7 similar vehicles

Union Gap, WA

2004 Dodge Durango SLT

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

2004 Dodge Durango SLT

Richland, WA

UnscoredInsufficient · 0
$3,495235,306 mi

Richland, WA

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Yakima, WA

UnscoredInsufficient · 4
$3,50088,405 mi

Comparison: 4 similar vehicles

Yakima, 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

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

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 · 0
$3,988213,157 mi

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

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 · 4
$3,988217,413 mi

Comparison: 4 similar vehicles

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

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

UnscoredInsufficient · 4
$3,990135,869 mi

Comparison: 4 similar vehicles

Yakima, 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

UnscoredLimited · 7
$3,990175,085 mi

Comparison: 7 similar vehicles

Ellensburg, 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

UnscoredInsufficient · 0
$3,990251,008 mi

Yakima, 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

UnscoredInsufficient · 4
$3,995156,114 mi

Comparison: 4 similar vehicles

Sunnyside, 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

UnscoredLimited · 8
$3,995226,451 mi

Comparison: 8 similar vehicles

Union Gap, WA

2005 Honda CR-V SE

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

2005 Honda CR-V SE

Union Gap, WA

UnscoredInsufficient · 3
$3,995246,389 mi

Comparison: 3 similar vehicles

Union Gap, 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

UnscoredLimited · 5
$3,995229,945 mi

Comparison: 5 similar vehicles

Richland, WA

2003 GMC Envoy SLT

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

2003 GMC Envoy SLT

Union Gap, WA

UnscoredInsufficient · 0
$3,995175,186 mi

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

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

UnscoredLimited · 6
$3,995200,348 mi

Comparison: 6 similar vehicles

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

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

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Grandview, WA

UnscoredLimited · 6
$3,999Mileage not verified

Comparison: 6 similar vehicles

Grandview, WA

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 · 0
$4,150214,938 mi

Richland, 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

Fair PriceModerate · 20
$4,190108,092 mi

Market: $3,600 – $7,888

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 413 days listed (based on current market benchmarks)

Yakima, WA

2013 Jeep Grand Cherokee Laredo Altitude

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

2013 Jeep Grand Cherokee Laredo Altitude

Union Gap, WA

UnscoredInsufficient · 0
$4,199232,055 mi

Union Gap, 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

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

UnscoredLimited · 10
$4,495206,499 mi

Comparison: 10 similar vehicles

Richland, WA

2012 BMW X5 xDrive35i

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

2012 BMW X5 xDrive35i

Richland, WA

UnscoredLimited · 5
$4,495159,539 mi

Comparison: 5 similar vehicles

Richland, WA

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Yakima, WA

UnscoredLimited · 7
$4,495180,129 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 · 0
$4,495153,506 mi

Yakima, WA

2006 INFINITI QX56 Base

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

2006 INFINITI QX56 Base

Richland, WA

UnscoredInsufficient · 0
$4,495279,130 mi

Richland, 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

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

UnscoredLimited · 11
$4,500179,310 mi

Comparison: 11 similar vehicles

Union Gap, WA

2010 Jeep Compass Sport

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

2010 Jeep Compass Sport

Richland, WA

UnscoredInsufficient · 0
$4,500187,790 mi

Richland, WA

2011 Dodge Durango Citadel

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

2011 Dodge Durango Citadel

Grandview, WA

UnscoredInsufficient · 4
$4,550255,985 mi

Comparison: 4 similar vehicles

Grandview, WA

2007 Toyota Highlander Limited

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

2007 Toyota Highlander Limited

Grandview, WA

UnscoredInsufficient · 0
$4,900170,241 mi

Grandview, 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

UnscoredModerate · 24
$4,988214,324 mi

Comparison: 24 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

UnscoredLimited · 6
$4,988145,795 mi

Comparison: 6 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

UnscoredLimited · 6
$4,988207,863 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

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

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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