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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 4, 2026

6.8M+

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

6,006 listings found

2010 Mazda CX-7 i SV

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

2010 Mazda CX-7 i SV

Puyallup, WA

UnscoredInsufficient · 0
$1,350Mileage not verified

Puyallup, WA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Puyallup, WA

Unscored
$2,499234,792 mi

Comparison: 13 similar vehicles

Puyallup, WA

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Puyallup, WA

Unscored
$2,499289,294 mi

Comparison: 5 similar vehicles

Puyallup, WA

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Puyallup, WA

UnscoredInsufficient · 0
$2,500229,418 mi

Puyallup, WA

2001 Subaru Impreza

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

2001 Subaru Impreza

Puyallup, WA

UnscoredInsufficient · 0
$2,695237,424 mi

Puyallup, WA

2003 Nissan Altima SE

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

2003 Nissan Altima SE

Puyallup, WA

UnscoredInsufficient · 0
$2,799210,023 mi

Puyallup, WA

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Puyallup, WA

UnscoredInsufficient · 0
$2,855150,362 mi

Puyallup, WA

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

Puyallup, WA

UnscoredInsufficient · 0
$2,900246,736 mi

Puyallup, WA

2008 Honda Odyssey EX

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

2008 Honda Odyssey EX

Puyallup, WA

Salvage title
$2,900166,666 mi

Puyallup, WA

2002 Ford Mustang Deluxe

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

2002 Ford Mustang Deluxe

Puyallup, WA

UnscoredInsufficient · 0
$2,900200,000 mi

Puyallup, WA

1996 Mercury Mystique

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

1996 Mercury Mystique

Puyallup, WA

UnscoredInsufficient · 0
$2,99574,124 mi

Puyallup, WA

2002 Nissan Altima S

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

2002 Nissan Altima S

Puyallup, WA

UnscoredInsufficient · 0
$2,999187,601 mi

Puyallup, WA

2002 Mercedes-Benz C-Class C320

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

2002 Mercedes-Benz C-Class C320

Puyallup, WA

UnscoredInsufficient · 0
$2,999248,730 mi

Puyallup, WA

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Puyallup, WA

Unscored
$3,105169,865 mi

Comparison: 5 similar vehicles

Puyallup, WA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Puyallup, WA

Unscored
$3,195200,195 mi

Comparison: 13 similar vehicles

Puyallup, WA

2001 Subaru Outback LIMITED

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

2001 Subaru Outback LIMITED

Puyallup, WA

UnscoredInsufficient · 0
$3,195151,491 mi

Puyallup, WA

2002 Toyota Sequoia SR5

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

2002 Toyota Sequoia SR5

Puyallup, WA

UnscoredInsufficient · 3
$3,200269,740 mi

Comparison: 3 similar vehicles

Puyallup, WA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Puyallup, WA

Unscored
$3,250223,477 mi

Comparison: 8 similar vehicles

Puyallup, WA

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Puyallup, WA

UnscoredInsufficient · 0
$3,405155,812 mi

Puyallup, WA

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Puyallup, WA

Unscored
$3,500186,571 mi

Comparison: 18 similar vehicles

Puyallup, WA

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Puyallup, WA

UnscoredInsufficient · 0
$3,500169,186 mi

Puyallup, WA

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

Puyallup, WA

Unscored
$3,500202,925 mi

Comparison: 7 similar vehicles

Puyallup, WA

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Puyallup, WA

Unscored
$3,500202,457 mi

Comparison: 5 similar vehicles

Puyallup, WA

2004 Porsche Cayenne Base

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

2004 Porsche Cayenne Base

Puyallup, WA

UnscoredInsufficient · 0
$3,500167,551 mi

Puyallup, WA

2004 Lexus RX 330

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

2004 Lexus RX 330

Puyallup, WA

Unscored
$3,600194,281 mi

Comparison: 7 similar vehicles

Puyallup, WA

2008 Honda Civic EX

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

2008 Honda Civic EX

Puyallup, WA

UnscoredInsufficient · 4
$3,695213,323 mi

Comparison: 4 similar vehicles

Puyallup, WA

2010 Kia Forte EX

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

2010 Kia Forte EX

Puyallup, WA

UnscoredInsufficient · 0
$3,699162,760 mi

Puyallup, WA

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Puyallup, WA

Unscored
$3,699186,843 mi

Comparison: 5 similar vehicles

Puyallup, WA

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Puyallup, WA

UnscoredInsufficient · 0
$3,700190,000 mi

Puyallup, WA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Puyallup, WA

Unscored
$3,700198,515 mi

Comparison: 7 similar vehicles

Puyallup, WA

2006 Subaru Impreza WRX

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

2006 Subaru Impreza WRX

Puyallup, WA

UnscoredInsufficient · 3
$3,775215,104 mi

Comparison: 3 similar vehicles

Puyallup, WA

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Puyallup, WA

Unscored
$3,799152,073 mi

Comparison: 5 similar vehicles

Puyallup, WA

2009 Ford Escape Limited

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

2009 Ford Escape Limited

Puyallup, WA

UnscoredInsufficient · 0
$3,799174,801 mi

Puyallup, WA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Puyallup, WA

Unscored
$3,900190,215 mi

Comparison: 8 similar vehicles

Puyallup, WA

2007 Subaru Outback I

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

2007 Subaru Outback I

Puyallup, WA

Unscored
$3,900167,358 mi

Comparison: 6 similar vehicles

Puyallup, WA

2005 MINI Cooper S

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

2005 MINI Cooper S

Puyallup, WA

UnscoredInsufficient · 0
$3,900123,199 mi

Puyallup, WA

2012 Ford Focus SE

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

2012 Ford Focus SE

Puyallup, WA

Unscored
$3,980138,566 mi

Comparison: 13 similar vehicles

Puyallup, WA

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Puyallup, WA

UnscoredInsufficient · 0
$3,995111,299 mi

Puyallup, WA

2009 Nissan Versa S

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

2009 Nissan Versa S

Puyallup, WA

UnscoredInsufficient · 4
$3,995115,318 mi

Comparison: 4 similar vehicles

Puyallup, WA

2007 Audi A4 Base

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

2007 Audi A4 Base

Puyallup, WA

UnscoredInsufficient · 4
$3,998158,005 mi

Comparison: 4 similar vehicles

Puyallup, WA

2007 Buick LaCrosse CX

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

2007 Buick LaCrosse CX

Puyallup, WA

UnscoredInsufficient · 0
$3,999101,768 mi

Puyallup, WA

2007 Suzuki Grand Vitara Luxury

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

2007 Suzuki Grand Vitara Luxury

Puyallup, WA

UnscoredInsufficient · 0
$3,999134,687 mi

Puyallup, WA

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Puyallup, WA

UnscoredInsufficient · 3
$3,999Mileage not verified

Comparison: 3 similar vehicles

Puyallup, WA

2000 Honda Odyssey EX

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

2000 Honda Odyssey EX

Puyallup, WA

UnscoredInsufficient · 3
$3,999169,993 mi

Comparison: 3 similar vehicles

Puyallup, WA

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Puyallup, WA

UnscoredInsufficient · 4
$4,195154,900 mi

Comparison: 4 similar vehicles

Puyallup, WA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Puyallup, WA

Unscored
$4,195215,000 mi

Comparison: 25 similar vehicles

Puyallup, WA

2006 Volkswagen Jetta TDI

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

2006 Volkswagen Jetta TDI

Puyallup, WA

UnscoredInsufficient · 3
$4,195180,692 mi

Comparison: 3 similar vehicles

Puyallup, WA

2006 Volkswagen Jetta TDI

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

2006 Volkswagen Jetta TDI

Puyallup, WA

UnscoredInsufficient · 3
$4,195189,910 mi

Comparison: 3 similar vehicles

Puyallup, WA

2006 Scion xA Base

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

2006 Scion xA Base

Puyallup, WA

Unscored
$4,195176,539 mi

Comparison: 5 similar vehicles

Puyallup, WA

2005 Subaru Forester X

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

2005 Subaru Forester X

Puyallup, WA

UnscoredInsufficient · 0
$4,195159,737 mi

Puyallup, 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 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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