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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

26,098 listings found

2007 Nissan Murano SE

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

2007 Nissan Murano SE

Medford, OR

UnscoredInsufficient · 0
$1,998178,672 mi

Medford, 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

Medford, OR

UnscoredInsufficient · 0
$2,590156,594 mi

Medford, OR

2009 Nissan Murano S

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

2009 Nissan Murano S

Medford, OR

UnscoredInsufficient · 0
$2,888223,287 mi

Medford, OR

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Medford, OR

UnscoredInsufficient · 3
$2,995Mileage not verified

Comparison: 3 similar vehicles

Medford, OR

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Medford, OR

UnscoredLimited · 12
$3,137151,343 mi

Comparison: 12 similar vehicles

Medford, OR

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Medford, OR

UnscoredLimited · 9
$3,314167,538 mi

Comparison: 9 similar vehicles

Medford, OR

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Medford, OR

UnscoredInsufficient · 0
$3,575231,996 mi

Medford, OR

2003 Subaru Forester XS

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

2003 Subaru Forester XS

Central Point, OR

UnscoredInsufficient · 0
$3,575242,543 mi

Central Point, OR

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Medford, OR

UnscoredInsufficient · 0
$3,995155,499 mi

Medford, OR

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Medford, OR

UnscoredInsufficient · 0
$3,998150,000 mi

Medford, OR

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Medford, OR

UnscoredInsufficient · 4
$4,398226,559 mi

Comparison: 4 similar vehicles

Medford, OR

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Medford, OR

UnscoredInsufficient · 0
$4,490181,455 mi

Medford, OR

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Medford, OR

UnscoredInsufficient · 3
$4,567133,830 mi

Comparison: 3 similar vehicles

Medford, OR

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Central Point, OR

UnscoredInsufficient · 0
$4,575218,589 mi

Central Point, OR

2009 BMW X5 xDrive30i

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

2009 BMW X5 xDrive30i

Medford, OR

UnscoredInsufficient · 0
$4,59092,036 mi

Medford, OR

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Medford, OR

UnscoredLimited · 11
$4,637186,782 mi

Comparison: 11 similar vehicles

Medford, OR

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Medford, OR

UnscoredInsufficient · 3
$4,637190,102 mi

Comparison: 3 similar vehicles

Medford, OR

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Medford, OR

UnscoredInsufficient · 0
$4,775123,043 mi

Medford, OR

2019 Land Rover Range Rover Evoque SE

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

2019 Land Rover Range Rover Evoque SE

Medford, OR

UnscoredInsufficient · 0
$4,803130,168 mi

Medford, OR

2013 Chevrolet Captiva Sport LTZ

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

2013 Chevrolet Captiva Sport LTZ

Medford, OR

UnscoredInsufficient · 0
$4,864138,223 mi

Medford, OR

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Medford, OR

UnscoredInsufficient · 0
$4,888174,102 mi

Medford, OR

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Medford, OR

UnscoredInsufficient · 0
$4,914138,684 mi

Medford, OR

2007 Ford Expedition XLT

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

2007 Ford Expedition XLT

Medford, OR

UnscoredInsufficient · 0
$4,995194,809 mi

Medford, OR

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Medford, OR

UnscoredInsufficient · 0
$4,998202,200 mi

Medford, OR

2010 Mazda CX-7 s Grand Touring

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

2010 Mazda CX-7 s Grand Touring

Medford, OR

UnscoredInsufficient · 0
$4,998114,120 mi

Medford, OR

2008 Mazda CX-7 Touring

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

2008 Mazda CX-7 Touring

Medford, OR

UnscoredInsufficient · 0
$4,998178,414 mi

Medford, OR

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Medford, OR

UnscoredLimited · 5
$5,014135,770 mi

Comparison: 5 similar vehicles

Medford, OR

2016 Dodge Durango SXT

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

2016 Dodge Durango SXT

Medford, OR

UnscoredInsufficient · 0
$5,114208,422 mi

Medford, OR

2006 Kia Sportage EX

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

2006 Kia Sportage EX

Medford, OR

UnscoredInsufficient · 0
$5,138117,067 mi

Medford, OR

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Medford, OR

UnscoredLimited · 7
$5,175155,071 mi

Comparison: 7 similar vehicles

Medford, OR

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Medford, OR

UnscoredInsufficient · 3
$5,176116,577 mi

Comparison: 3 similar vehicles

Medford, OR

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Medford, OR

UnscoredInsufficient · 0
$5,289163,511 mi

Medford, OR

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Medford, OR

UnscoredInsufficient · 0
$5,300135,663 mi

Medford, OR

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Medford, OR

UnscoredLimited · 6
$5,392228,958 mi

Comparison: 6 similar vehicles

Medford, OR

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Medford, OR

UnscoredInsufficient · 3
$5,488123,548 mi

Comparison: 3 similar vehicles

Medford, OR

2010 Lincoln MKT EcoBoost

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

2010 Lincoln MKT EcoBoost

Medford, OR

UnscoredInsufficient · 0
$5,488123,561 mi

Medford, OR

2001 Lexus RX 300

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

2001 Lexus RX 300

Medford, OR

UnscoredInsufficient · 0
$5,492247,257 mi

Medford, OR

2010 Hyundai Santa Fe SE

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

2010 Hyundai Santa Fe SE

Medford, OR

UnscoredInsufficient · 0
$5,494153,964 mi

Medford, OR

2006 Honda Pilot LX

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

2006 Honda Pilot LX

Medford, OR

UnscoredInsufficient · 0
$5,495130,116 mi

Medford, OR

2006 Land Rover Range Rover Sport HSE

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

2006 Land Rover Range Rover Sport HSE

Medford, OR

UnscoredInsufficient · 0
$5,495197,586 mi

Medford, OR

2002 Subaru Forester S

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

2002 Subaru Forester S

Medford, OR

UnscoredInsufficient · 0
$5,498134,935 mi

Medford, OR

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Medford, OR

UnscoredInsufficient · 0
$5,572167,000 mi

Medford, OR

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Medford, OR

UnscoredInsufficient · 3
$5,620163,820 mi

Comparison: 3 similar vehicles

Medford, OR

2013 Ford Escape SE

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

2013 Ford Escape SE

Medford, OR

UnscoredLimited · 9
$5,63782,061 mi

Comparison: 9 similar vehicles

Medford, OR

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Medford, OR

UnscoredInsufficient · 4
$5,898168,512 mi

Comparison: 4 similar vehicles

Medford, OR

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Medford, OR

UnscoredLimited · 6
$5,995175,743 mi

Comparison: 6 similar vehicles

Medford, OR

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Medford, OR

UnscoredInsufficient · 0
$5,995267,928 mi

Medford, OR

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Medford, OR

UnscoredInsufficient · 0
$5,998154,721 mi

Medford, OR

2012 Mitsubishi Outlander Sport SE

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

2012 Mitsubishi Outlander Sport SE

Medford, OR

UnscoredInsufficient · 0
$5,999153,379 mi

Medford, OR

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Medford, OR

UnscoredInsufficient · 3
$5,999138,569 mi

Comparison: 3 similar vehicles

Medford, OR

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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