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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

5,552 listings found

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Albany, OR

UnscoredLimited · 6
$1,895191,631 mi

Comparison: 6 similar vehicles

Albany, OR

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Lebanon, OR

UnscoredLimited · 5
$2,490235,163 mi

Comparison: 5 similar vehicles

Lebanon, OR

2004 Subaru Forester XS

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

2004 Subaru Forester XS

Eugene, OR

UnscoredLimited · 5
$2,500Mileage not verified

Comparison: 5 similar vehicles

Eugene, OR

2004 Porsche Cayenne S

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

2004 Porsche Cayenne S

Albany, OR

UnscoredInsufficient · 0
$2,500Mileage not verified

Albany, OR

1999 Jeep Grand Cherokee LIMITED

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

1999 Jeep Grand Cherokee LIMITED

Eugene, OR

UnscoredInsufficient · 0
$2,500218,637 mi

Eugene, OR

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Albany, OR

UnscoredInsufficient · 0
$2,995160,265 mi

Albany, OR

2005 Ford Expedition XLT

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

2005 Ford Expedition XLT

Albany, OR

UnscoredInsufficient · 0
$2,995Mileage not verified

Albany, OR

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Eugene, OR

UnscoredInsufficient · 4
$2,998232,097 mi

Comparison: 4 similar vehicles

Eugene, OR

No Photo

2009 Nissan Xterra S

Eugene, OR

UnscoredInsufficient · 0
$3,495235,696 mi

Eugene, OR

2009 Ford Expedition Eddie Bauer

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

2009 Ford Expedition Eddie Bauer

Albany, OR

UnscoredInsufficient · 0
$3,577203,142 mi

Albany, OR

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Corvallis, OR

UnscoredInsufficient · 0
$3,750180,341 mi

Corvallis, OR

2003 INFINITI QX4 Base

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

2003 INFINITI QX4 Base

Albany, OR

UnscoredInsufficient · 0
$3,822292,016 mi

Albany, OR

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Albany, OR

UnscoredInsufficient · 0
$3,995211,527 mi

Albany, OR

2006 Jeep Grand Cherokee Limited

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

2006 Jeep Grand Cherokee Limited

Albany, OR

UnscoredLimited · 6
$3,995234,601 mi

Comparison: 6 similar vehicles

Albany, OR

2006 Subaru Forester X

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

2006 Subaru Forester X

Eugene, OR

UnscoredInsufficient · 4
$3,995194,516 mi

Comparison: 4 similar vehicles

Eugene, OR

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Albany, OR

UnscoredInsufficient · 3
$3,995232,000 mi

Comparison: 3 similar vehicles

Albany, OR

2003 Buick Rendezvous FWD CX

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

2003 Buick Rendezvous FWD CX

Albany, OR

UnscoredInsufficient · 0
$3,995271,076 mi

Albany, OR

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Eugene, OR

UnscoredInsufficient · 3
$3,999137,809 mi

Comparison: 3 similar vehicles

Eugene, OR

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Eugene, OR

UnscoredInsufficient · 4
$3,999308,526 mi

Comparison: 4 similar vehicles

Eugene, OR

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Eugene, OR

UnscoredInsufficient · 0
$3,999160,224 mi

Eugene, OR

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Eugene, OR

UnscoredInsufficient · 0
$3,999220,787 mi

Eugene, OR

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Eugene, OR

UnscoredInsufficient · 0
$4,491166,801 mi

Eugene, OR

2006 Ford Expedition King Ranch

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

2006 Ford Expedition King Ranch

Eugene, OR

UnscoredInsufficient · 0
$4,500212,820 mi

Eugene, OR

2010 Subaru Forester X

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

2010 Subaru Forester X

Corvallis, OR

UnscoredInsufficient · 4
$4,750210,889 mi

Comparison: 4 similar vehicles

Corvallis, OR

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Albany, OR

UnscoredLimited · 5
$4,995202,648 mi

Comparison: 5 similar vehicles

Albany, OR

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Albany, OR

UnscoredInsufficient · 0
$4,995219,786 mi

Albany, OR

2011 Acura RDX Technology Package

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

2011 Acura RDX Technology Package

Albany, OR

UnscoredInsufficient · 0
$4,995207,907 mi

Albany, OR

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Eugene, OR

UnscoredLimited · 8
$4,995160,812 mi

Comparison: 8 similar vehicles

Eugene, OR

2010 Dodge Journey SE

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

2010 Dodge Journey SE

Eugene, OR

UnscoredInsufficient · 3
$4,995171,193 mi

Comparison: 3 similar vehicles

Eugene, OR

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Eugene, OR

UnscoredInsufficient · 0
$4,995187,602 mi

Eugene, OR

2007 BMW X3 3.0si

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

2007 BMW X3 3.0si

Eugene, OR

UnscoredInsufficient · 0
$4,995165,653 mi

Eugene, OR

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Eugene, OR

UnscoredLimited · 9
$4,995338,171 mi

Comparison: 9 similar vehicles

Eugene, OR

2003 Ford Escape XLT Popular 2

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

2003 Ford Escape XLT Popular 2

Albany, OR

UnscoredInsufficient · 0
$4,995209,389 mi

Albany, OR

2001 Dodge Durango SLT

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

2001 Dodge Durango SLT

Albany, OR

UnscoredInsufficient · 0
$4,995153,406 mi

Albany, OR

2014 Subaru Forester i

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

2014 Subaru Forester i

Eugene, OR

UnscoredInsufficient · 3
$4,999223,145 mi

Comparison: 3 similar vehicles

Eugene, OR

2007 BMW X3 3.0si

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

2007 BMW X3 3.0si

Sweet Home, OR

UnscoredInsufficient · 0
$4,999144,975 mi

Sweet Home, OR

2010 Mercedes-Benz GL-Class GL550

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

2010 Mercedes-Benz GL-Class GL550

Eugene, OR

UnscoredInsufficient · 0
$5,191187,726 mi

Eugene, OR

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Cottage Grove, OR

UnscoredLimited · 5
$5,249177,455 mi

Comparison: 5 similar vehicles

Cottage Grove, OR

2009 Mercedes-Benz GL-Class GL550

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

2009 Mercedes-Benz GL-Class GL550

Cottage Grove, OR

UnscoredInsufficient · 0
$5,249172,675 mi

Cottage Grove, OR

2007 Ford Edge SE

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

2007 Ford Edge SE

Springfield, OR

UnscoredInsufficient · 0
$5,250226,119 mi

Springfield, OR

2014 Nissan Pathfinder SV

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

2014 Nissan Pathfinder SV

Eugene, OR

UnscoredInsufficient · 0
$5,880168,340 mi

Eugene, OR

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Eugene, OR

UnscoredLimited · 5
$5,980139,612 mi

Comparison: 5 similar vehicles

Eugene, OR

2013 Chevrolet Captiva Sport 1LS

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

2013 Chevrolet Captiva Sport 1LS

Eugene, OR

UnscoredInsufficient · 0
$5,990123,493 mi

Eugene, OR

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Eugene, OR

UnscoredModerate · 32
$5,990175,202 mi

Comparison: 32 similar vehicles

Eugene, OR

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Eugene, OR

UnscoredInsufficient · 3
$5,990170,497 mi

Comparison: 3 similar vehicles

Eugene, OR

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Eugene, OR

UnscoredLimited · 7
$5,990201,887 mi

Comparison: 7 similar vehicles

Eugene, OR

2003 GMC Yukon SLE

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

2003 GMC Yukon SLE

Lebanon, OR

UnscoredInsufficient · 0
$5,990Mileage not verified

Lebanon, OR

2000 Suzuki Grand Vitara JLX

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

2000 Suzuki Grand Vitara JLX

Eugene, OR

UnscoredInsufficient · 0
$5,990158,524 mi

Eugene, OR

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Albany, OR

UnscoredLimited · 6
$5,995171,944 mi

Comparison: 6 similar vehicles

Albany, OR

2013 Jeep Compass Limited

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

2013 Jeep Compass Limited

Eugene, OR

UnscoredInsufficient · 0
$5,995118,249 mi

Eugene, 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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