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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 3, 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

3,717 listings found

2000 Honda Accord EX

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

2000 Honda Accord EX

Kirkland, WA

UnscoredInsufficient · 0
$1,795Mileage not verified

Kirkland, WA

2004 Ford Focus SE

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

2004 Ford Focus SE

Kirkland, WA

UnscoredInsufficient · 0
$1,995Mileage not verified

Kirkland, WA

2005 Chevrolet Aveo LT

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

2005 Chevrolet Aveo LT

Kirkland, WA

UnscoredInsufficient · 0
$1,999Mileage not verified

Kirkland, WA

2004 Chevrolet Malibu LT

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

2004 Chevrolet Malibu LT

Kirkland, WA

UnscoredInsufficient · 0
$2,375Mileage not verified

Kirkland, WA

2003 Subaru Forester X

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

2003 Subaru Forester X

Kirkland, WA

Unscored
$2,380Mileage not verified

Comparison: 5 similar vehicles

Kirkland, WA

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Kirkland, WA

Unscored
$2,490Mileage not verified

Comparison: 7 similar vehicles

Kirkland, WA

1996 Toyota Camry

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

1996 Toyota Camry

Kirkland, WA

UnscoredInsufficient · 0
$2,490Mileage not verified

Kirkland, WA

2002 Ford Mustang Standard

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

2002 Ford Mustang Standard

Kirkland, WA

UnscoredInsufficient · 0
$2,970Mileage not verified

Kirkland, WA

2009 Hyundai Accent GLS

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

2009 Hyundai Accent GLS

Kirkland, WA

UnscoredInsufficient · 0
$3,480Mileage not verified

Kirkland, 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

Kirkland, WA

UnscoredInsufficient · 4
$3,670Mileage not verified

Comparison: 4 similar vehicles

Kirkland, WA

2010 Land Rover Range Rover HSE

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

2010 Land Rover Range Rover HSE

Kirkland, WA

UnscoredInsufficient · 3
$3,690Mileage not verified

Comparison: 3 similar vehicles

Kirkland, WA

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Kirkland, WA

UnscoredInsufficient · 0
$3,690Mileage not verified

Kirkland, WA

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Kirkland, WA

UnscoredInsufficient · 0
$3,695Mileage not verified

Kirkland, WA

2005 Mercedes-Benz S-Class S500

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

2005 Mercedes-Benz S-Class S500

Kirkland, WA

UnscoredInsufficient · 0
$3,695Mileage not verified

Kirkland, WA

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Kirkland, WA

Fair PriceLimited · 12
$3,970Mileage not verified

Market: $2,495 – $8,991

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Kirkland, WA

2009 Pontiac G6 GT

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

2009 Pontiac G6 GT

Kirkland, WA

UnscoredInsufficient · 4
$3,980Mileage not verified

Comparison: 4 similar vehicles

Kirkland, WA

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Kirkland, WA

UnscoredInsufficient · 4
$3,990Mileage not verified

Comparison: 4 similar vehicles

Kirkland, WA

2013 Subaru Impreza 2.0I Limited

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

2013 Subaru Impreza 2.0I Limited

Kirkland, WA

Unscored
$3,990Mileage not verified

Comparison: 8 similar vehicles

Kirkland, WA

2002 GMC Yukon SLE

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

2002 GMC Yukon SLE

Kirkland, WA

UnscoredInsufficient · 0
$3,995Mileage not verified

Kirkland, WA

2014 Ford Fiesta S

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

2014 Ford Fiesta S

Kirkland, WA

UnscoredInsufficient · 0
$3,998112,728 mi

Kirkland, WA

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Kirkland, WA

UnscoredInsufficient · 4
$3,998207,062 mi

Comparison: 4 similar vehicles

Kirkland, WA

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Kirkland, WA

UnscoredInsufficient · 3
$3,999239,564 mi

Comparison: 3 similar vehicles

Kirkland, WA

2011 Volkswagen Jetta SportWagen TDI

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

2011 Volkswagen Jetta SportWagen TDI

Kirkland, WA

Unscored
$4,390Mileage not verified

Comparison: 11 similar vehicles

Kirkland, WA

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Kirkland, WA

UnscoredInsufficient · 0
$4,480Mileage not verified

Kirkland, WA

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Kirkland, WA

Unscored
$4,490Mileage not verified

Comparison: 8 similar vehicles

Kirkland, WA

2007 Mercedes-Benz C-Class C280 Luxury

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

2007 Mercedes-Benz C-Class C280 Luxury

Kirkland, WA

UnscoredInsufficient · 0
$4,670Mileage not verified

Kirkland, WA

2006 Toyota Highlander Limited Hybrid

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

2006 Toyota Highlander Limited Hybrid

Kirkland, WA

UnscoredInsufficient · 4
$4,880Mileage not verified

Comparison: 4 similar vehicles

Kirkland, WA

2008 INFINITI QX 56

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

2008 INFINITI QX 56

Kirkland, WA

UnscoredInsufficient · 0
$4,890Mileage not verified

Kirkland, WA

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Kirkland, WA

UnscoredInsufficient · 4
$4,950177,593 mi

Comparison: 4 similar vehicles

Kirkland, WA

2007 Audi A4 Base

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

2007 Audi A4 Base

Kirkland, WA

Unscored
$4,980Mileage not verified

Comparison: 6 similar vehicles

Kirkland, WA

2014 Jeep Cherokee Sport

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

2014 Jeep Cherokee Sport

Kirkland, WA

Unscored
$4,990Mileage not verified

Comparison: 14 similar vehicles

Kirkland, WA

2011 Kia Optima EX

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

2011 Kia Optima EX

Kirkland, WA

UnscoredInsufficient · 0
$4,990Mileage not verified

Kirkland, WA

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Kirkland, WA

UnscoredInsufficient · 4
$4,990Mileage not verified

Comparison: 4 similar vehicles

Kirkland, WA

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Kirkland, WA

Unscored
$4,995Mileage not verified

Comparison: 9 similar vehicles

Kirkland, WA

2006 GMC Yukon Denali

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

2006 GMC Yukon Denali

Kirkland, WA

UnscoredInsufficient · 0
$4,995Mileage not verified

Kirkland, WA

2007 Honda Civic LX

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

2007 Honda Civic LX

Kirkland, WA

UnscoredInsufficient · 3
$4,999Mileage not verified

Comparison: 3 similar vehicles

Kirkland, WA

2007 Acura MDX Base

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

2007 Acura MDX Base

Kirkland, WA

UnscoredInsufficient · 4
$5,480Mileage not verified

Comparison: 4 similar vehicles

Kirkland, WA

2011 Volvo XC60 T6

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

2011 Volvo XC60 T6

Kirkland, WA

UnscoredInsufficient · 0
$5,490Mileage not verified

Kirkland, WA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Kirkland, WA

Unscored
$5,58489,633 mi

Comparison: 7 similar vehicles

Kirkland, WA

2015 FIAT 500e Battery Electric

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

2015 FIAT 500e Battery Electric

Kirkland, WA

UnscoredInsufficient · 0
$5,59895,451 mi

Kirkland, WA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Kirkland, WA

Unscored
$5,680Mileage not verified

Comparison: 7 similar vehicles

Kirkland, WA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Kirkland, WA

Unscored
$5,691182,185 mi

Comparison: 7 similar vehicles

Kirkland, WA

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Kirkland, WA

UnscoredInsufficient · 0
$5,892166,193 mi

Kirkland, WA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Kirkland, WA

Fair PriceLimited · 14
$5,990Mileage not verified

Market: $5,499 – $13,680

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Kirkland, WA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Kirkland, WA

Unscored
$5,995209,798 mi

Comparison: 6 similar vehicles

Kirkland, WA

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Kirkland, WA

UnscoredInsufficient · 3
$5,998128,559 mi

Comparison: 3 similar vehicles

Kirkland, WA

2005 Mercedes-Benz CLK-Class CLK500

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

2005 Mercedes-Benz CLK-Class CLK500

Kirkland, WA

UnscoredInsufficient · 0
$5,998121,282 mi

Kirkland, WA

1999 Land Rover Range Rover SE

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

1999 Land Rover Range Rover SE

Kirkland, WA

UnscoredInsufficient · 0
$5,998145,312 mi

Kirkland, 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

Kirkland, WA

UnscoredInsufficient · 3
$6,190141,911 mi

Comparison: 3 similar vehicles

Kirkland, WA

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Kirkland, WA

UnscoredInsufficient · 3
$6,480Mileage not verified

Comparison: 3 similar vehicles

Kirkland, 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 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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