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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

5,850 listings found

2006 Subaru Forester X

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

2006 Subaru Forester X

Beaverton, OR

UnscoredInsufficient · 4
$3,494272,288 mi

Comparison: 4 similar vehicles

Beaverton, OR

2001 Toyota Avalon XLS

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

2001 Toyota Avalon XLS

Beaverton, OR

UnscoredInsufficient · 0
$3,498264,256 mi

Beaverton, OR

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Beaverton, OR

Unscored
$3,977129,000 mi

Comparison: 11 similar vehicles

Beaverton, OR

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Beaverton, OR

Unscored
$3,999217,000 mi

Comparison: 6 similar vehicles

Beaverton, OR

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Beaverton, OR

UnscoredInsufficient · 3
$3,999211,000 mi

Comparison: 3 similar vehicles

Beaverton, OR

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Beaverton, OR

Unscored
$3,999136,000 mi

Comparison: 5 similar vehicles

Beaverton, OR

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Beaverton, OR

UnscoredInsufficient · 0
$3,999222,000 mi

Beaverton, OR

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Beaverton, OR

UnscoredInsufficient · 3
$4,500154,000 mi

Comparison: 3 similar vehicles

Beaverton, OR

2007 Dodge Caravan SXT

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

2007 Dodge Caravan SXT

Beaverton, OR

UnscoredInsufficient · 0
$4,995101,378 mi

Beaverton, OR

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Beaverton, OR

UnscoredInsufficient · 0
$4,995146,354 mi

Beaverton, OR

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Beaverton, OR

Unscored
$4,999161,000 mi

Comparison: 12 similar vehicles

Beaverton, OR

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Beaverton, OR

UnscoredInsufficient · 3
$4,999177,000 mi

Comparison: 3 similar vehicles

Beaverton, OR

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

Beaverton, OR

UnscoredInsufficient · 0
$4,999164,000 mi

Beaverton, OR

2008 Subaru Outback I

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

2008 Subaru Outback I

Beaverton, OR

UnscoredInsufficient · 3
$5,495143,250 mi

Comparison: 3 similar vehicles

Beaverton, OR

2007 Ford Fusion SE

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

2007 Ford Fusion SE

Beaverton, OR

UnscoredInsufficient · 0
$5,78591,432 mi

Beaverton, OR

2009 Dodge Caliber SE

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

2009 Dodge Caliber SE

Beaverton, OR

UnscoredInsufficient · 0
$5,99859,374 mi

Beaverton, OR

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Beaverton, OR

Unscored
$5,999204,000 mi

Comparison: 8 similar vehicles

Beaverton, OR

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Beaverton, OR

UnscoredInsufficient · 3
$5,999147,000 mi

Comparison: 3 similar vehicles

Beaverton, OR

2008 MINI Cooper S

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

2008 MINI Cooper S

Beaverton, OR

UnscoredInsufficient · 3
$5,999105,000 mi

Comparison: 3 similar vehicles

Beaverton, OR

2014 Kia Forte LX

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

2014 Kia Forte LX

Beaverton, OR

UnscoredInsufficient · 4
$6,738164,583 mi

Comparison: 4 similar vehicles

Beaverton, OR

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Beaverton, OR

UnscoredInsufficient · 3
$6,749138,754 mi

Comparison: 3 similar vehicles

Beaverton, OR

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Beaverton, OR

UnscoredInsufficient · 4
$6,994131,917 mi

Comparison: 4 similar vehicles

Beaverton, OR

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Beaverton, OR

Salvage title
$6,995126,000 mi

Beaverton, OR

2016 Land Rover LR4 HSE

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

2016 Land Rover LR4 HSE

Beaverton, OR

Salvage title
$6,995106,000 mi

Beaverton, OR

2001 Cadillac DeVille DHS

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

2001 Cadillac DeVille DHS

Beaverton, OR

UnscoredInsufficient · 0
$6,99561,460 mi

Beaverton, OR

2010 Toyota Prius III

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

2010 Toyota Prius III

Beaverton, OR

UnscoredInsufficient · 3
$6,998191,054 mi

Comparison: 3 similar vehicles

Beaverton, OR

2008 Toyota Avalon Touring

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

2008 Toyota Avalon Touring

Beaverton, OR

UnscoredInsufficient · 0
$6,998179,870 mi

Beaverton, OR

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Beaverton, OR

UnscoredInsufficient · 4
$6,998152,957 mi

Comparison: 4 similar vehicles

Beaverton, OR

2017 Ford Escape SE

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

2017 Ford Escape SE

Beaverton, OR

Fair PriceModerate · 22
$6,999120,000 mi

Market: $6,995 – $13,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Beaverton, OR

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

Beaverton, OR

Great DealLimited · 18
$6,999101,000 mi

Market: $7,995 – $12,995

Comparison: 18 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Beaverton, OR

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Beaverton, OR

Unscored
$6,999176,000 mi

Comparison: 5 similar vehicles

Beaverton, OR

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Beaverton, OR

Unscored
$6,999105,000 mi

Comparison: 5 similar vehicles

Beaverton, OR

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Beaverton, OR

UnscoredInsufficient · 0
$6,999140,000 mi

Beaverton, OR

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Beaverton, OR

Unscored
$6,999176,000 mi

Comparison: 24 similar vehicles

Beaverton, OR

2014 GMC Yukon Denali

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

2014 GMC Yukon Denali

Beaverton, OR

UnscoredInsufficient · 0
$6,999194,000 mi

Beaverton, OR

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Beaverton, OR

Unscored
$6,999158,000 mi

Comparison: 18 similar vehicles

Beaverton, OR

2010 Chevrolet Tahoe LTZ

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

2010 Chevrolet Tahoe LTZ

Beaverton, OR

UnscoredInsufficient · 0
$6,999163,000 mi

Beaverton, OR

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Beaverton, OR

UnscoredInsufficient · 0
$6,999143,000 mi

Beaverton, OR

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Beaverton, OR

UnscoredInsufficient · 3
$7,450144,499 mi

Comparison: 3 similar vehicles

Beaverton, OR

2006 Honda Ridgeline RT

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

2006 Honda Ridgeline RT

Beaverton, OR

UnscoredInsufficient · 0
$7,498174,408 mi

Beaverton, OR

2015 Nissan Pathfinder Platinum

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

2015 Nissan Pathfinder Platinum

Beaverton, OR

UnscoredInsufficient · 4
$7,898144,599 mi

Comparison: 4 similar vehicles

Beaverton, OR

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Beaverton, OR

Unscored
$7,989144,972 mi

Comparison: 7 similar vehicles

Beaverton, OR

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Beaverton, OR

Unscored
$7,995136,825 mi

Comparison: 5 similar vehicles

Beaverton, OR

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Beaverton, OR

Unscored
$7,995137,000 mi

Comparison: 9 similar vehicles

Beaverton, OR

2012 Volvo XC60 T6

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

2012 Volvo XC60 T6

Beaverton, OR

UnscoredInsufficient · 0
$7,998137,195 mi

Beaverton, OR

2006 Toyota Sienna XLE Limited

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

2006 Toyota Sienna XLE Limited

Beaverton, OR

UnscoredInsufficient · 0
$7,998159,455 mi

Beaverton, OR

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Beaverton, OR

Unscored
$7,999138,000 mi

Comparison: 18 similar vehicles

Beaverton, OR

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Beaverton, OR

Unscored
$7,999180,000 mi

Comparison: 22 similar vehicles

Beaverton, OR

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Beaverton, OR

UnscoredInsufficient · 4
$7,999137,000 mi

Comparison: 4 similar vehicles

Beaverton, OR

2015 Volvo XC60 T6

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

2015 Volvo XC60 T6

Beaverton, OR

UnscoredInsufficient · 4
$7,999148,000 mi

Comparison: 4 similar vehicles

Beaverton, 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.
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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