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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 12, 2026

7.3M+

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

2,996 listings found

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Auburn, WA

UnscoredInsufficient · 0
$2,999145,468 mi

Auburn, WA

2012 Ford Fusion S

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

2012 Ford Fusion S

Auburn, WA

UnscoredInsufficient · 0
$3,500159,230 mi

Auburn, WA

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Auburn, WA

UnscoredInsufficient · 3
$3,995226,393 mi

Comparison: 3 similar vehicles

Auburn, WA

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Auburn, WA

Unscored
$3,995161,280 mi

Comparison: 5 similar vehicles

Auburn, WA

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Auburn, WA

Unscored
$3,999114,000 mi

Comparison: 8 similar vehicles

Auburn, WA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Auburn, WA

UnscoredInsufficient · 3
$3,999177,884 mi

Comparison: 3 similar vehicles

Auburn, WA

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Auburn, WA

UnscoredInsufficient · 0
$4,150196,109 mi

Auburn, WA

2013 Chevrolet Spark LS

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

2013 Chevrolet Spark LS

Auburn, WA

Salvage title
$4,49595,724 mi

Auburn, WA

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Auburn, WA

UnscoredInsufficient · 3
$4,499111,081 mi

Comparison: 3 similar vehicles

Auburn, WA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Auburn, WA

Unscored
$4,499155,548 mi

Comparison: 13 similar vehicles

Auburn, WA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Auburn, WA

Unscored
$4,500121,900 mi

Comparison: 17 similar vehicles

Auburn, WA

2006 Porsche Cayenne S

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

2006 Porsche Cayenne S

Auburn, WA

UnscoredInsufficient · 0
$4,750222,053 mi

Auburn, WA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Auburn, WA

Unscored
$4,799122,138 mi

Comparison: 7 similar vehicles

Auburn, WA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Auburn, WA

Unscored
$4,799142,304 mi

Comparison: 7 similar vehicles

Auburn, WA

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Auburn, WA

Unscored
$4,800106,850 mi

Comparison: 7 similar vehicles

Auburn, WA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Auburn, WA

Unscored
$4,800211,118 mi

Comparison: 13 similar vehicles

Auburn, WA

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Auburn, WA

UnscoredInsufficient · 4
$4,900133,750 mi

Comparison: 4 similar vehicles

Auburn, WA

2009 Audi A4 Premium

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

2009 Audi A4 Premium

Auburn, WA

UnscoredInsufficient · 4
$4,995120,671 mi

Comparison: 4 similar vehicles

Auburn, WA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Auburn, WA

Unscored
$4,999124,000 mi

Comparison: 7 similar vehicles

Auburn, WA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Auburn, WA

Unscored
$4,999133,000 mi

Comparison: 7 similar vehicles

Auburn, WA

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Auburn, WA

UnscoredInsufficient · 3
$4,999133,946 mi

Comparison: 3 similar vehicles

Auburn, WA

2010 Mazda Tribute i Touring

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

2010 Mazda Tribute i Touring

Auburn, WA

UnscoredInsufficient · 0
$4,999122,000 mi

Auburn, WA

2017 Ford Fiesta S

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

2017 Ford Fiesta S

Auburn, WA

UnscoredInsufficient · 0
$5,49969,000 mi

Auburn, WA

2013 Mitsubishi Lancer GT

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

2013 Mitsubishi Lancer GT

Auburn, WA

UnscoredInsufficient · 0
$5,499103,000 mi

Auburn, WA

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Auburn, WA

Unscored
$5,499149,000 mi

Comparison: 7 similar vehicles

Auburn, WA

2008 Lexus IS 250

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

2008 Lexus IS 250

Auburn, WA

Unscored
$5,499146,000 mi

Comparison: 8 similar vehicles

Auburn, WA

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Auburn, WA

UnscoredInsufficient · 4
$5,499173,900 mi

Comparison: 4 similar vehicles

Auburn, WA

2005 Chevrolet Silverado 1500 Work Truck

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

2005 Chevrolet Silverado 1500 Work Truck

Auburn, WA

UnscoredInsufficient · 3
$5,499227,504 mi

Comparison: 3 similar vehicles

Auburn, WA

2016 Ford Focus SE

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

2016 Ford Focus SE

Auburn, WA

Unscored
$5,500137,888 mi

Comparison: 12 similar vehicles

Auburn, WA

2015 Kia Optima LX

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

2015 Kia Optima LX

Auburn, WA

Unscored
$5,500141,765 mi

Comparison: 6 similar vehicles

Auburn, WA

2007 Lexus ES 350

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

2007 Lexus ES 350

Auburn, WA

Unscored
$5,550197,400 mi

Comparison: 11 similar vehicles

Auburn, WA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Auburn, WA

Unscored
$5,599165,000 mi

Comparison: 14 similar vehicles

Auburn, 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

Auburn, WA

UnscoredInsufficient · 3
$5,646213,450 mi

Comparison: 3 similar vehicles

Auburn, WA

2002 Honda CR-V LX

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

2002 Honda CR-V LX

Auburn, WA

UnscoredInsufficient · 0
$5,799139,000 mi

Auburn, WA

2003 Mitsubishi Outlander LS AWD

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

2003 Mitsubishi Outlander LS AWD

Auburn, WA

UnscoredInsufficient · 0
$5,959234,559 mi

Auburn, WA

2016 Kia Sedona SX Limited

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

2016 Kia Sedona SX Limited

Auburn, WA

UnscoredInsufficient · 0
$5,995183,950 mi

Auburn, WA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Auburn, WA

Unscored
$5,995167,999 mi

Comparison: 9 similar vehicles

Auburn, WA

2009 Acura TSX Base

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

2009 Acura TSX Base

Auburn, WA

UnscoredInsufficient · 3
$5,995189,553 mi

Comparison: 3 similar vehicles

Auburn, WA

2006 GMC Yukon XL Denali

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

2006 GMC Yukon XL Denali

Auburn, WA

UnscoredInsufficient · 0
$5,995197,369 mi

Auburn, WA

2015 Chrysler Town & Country S

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

2015 Chrysler Town & Country S

Auburn, WA

UnscoredInsufficient · 0
$5,999113,135 mi

Auburn, WA

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Auburn, WA

Unscored
$5,99995,499 mi

Comparison: 5 similar vehicles

Auburn, WA

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Auburn, WA

UnscoredInsufficient · 0
$5,999151,286 mi

Auburn, WA

2010 Chevrolet Aveo 1LT

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

2010 Chevrolet Aveo 1LT

Auburn, WA

UnscoredInsufficient · 0
$5,99978,197 mi

Auburn, WA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Auburn, WA

Unscored
$5,999121,000 mi

Comparison: 7 similar vehicles

Auburn, WA

2006 Subaru Outback XT

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

2006 Subaru Outback XT

Auburn, WA

UnscoredInsufficient · 0
$5,999115,000 mi

Auburn, WA

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Auburn, WA

UnscoredInsufficient · 0
$5,99989,305 mi

Auburn, WA

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Auburn, WA

Fair PriceLimited · 17
$5,999110,000 mi

Market: $3,250 – $8,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 339 days listed (based on current market benchmarks)

Auburn, WA

2009 Acura TSX Base

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

2009 Acura TSX Base

Auburn, WA

UnscoredInsufficient · 3
$6,195192,530 mi

Comparison: 3 similar vehicles

Auburn, WA

2015 Honda Fit EX

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

2015 Honda Fit EX

Auburn, WA

Unscored
$6,250210,477 mi

Comparison: 8 similar vehicles

Auburn, WA

2013 Ford C-Max SEL

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

2013 Ford C-Max SEL

Auburn, WA

UnscoredInsufficient · 4
$6,49971,627 mi

Comparison: 4 similar vehicles

Auburn, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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