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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 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

2,570 listings found

1998 Ford Econoline Van BASE

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

1998 Ford Econoline Van BASE

Vancouver, WA

UnscoredInsufficient · 0
$2,980302,486 mi

Vancouver, WA

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Everett, WA

UnscoredLimited · 6
$3,995225,199 mi

Comparison: 6 similar vehicles

Everett, WA

2015 Chevrolet City Express 1LT

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

2015 Chevrolet City Express 1LT

Lynnwood, WA

UnscoredInsufficient · 0
$3,999209,618 mi

Lynnwood, WA

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Spanaway, WA

UnscoredInsufficient · 3
$3,999387,649 mi

Comparison: 3 similar vehicles

Spanaway, WA

2012 GMC Savana Cargo Base

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

2012 GMC Savana Cargo Base

Everett, WA

UnscoredInsufficient · 0
$4,400367,008 mi

Everett, WA

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Federal Way, WA

UnscoredInsufficient · 3
$4,400170,259 mi

Comparison: 3 similar vehicles

Federal Way, WA

2004 Chevrolet Express Cargo Base

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

2004 Chevrolet Express Cargo Base

Spanaway, WA

UnscoredInsufficient · 0
$4,499147,425 mi

Spanaway, WA

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Puyallup, WA

UnscoredInsufficient · 0
$4,780168,080 mi

Puyallup, WA

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

Tacoma, WA

UnscoredInsufficient · 3
$4,900269,104 mi

Comparison: 3 similar vehicles

Tacoma, WA

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Everett, WA

UnscoredLimited · 6
$4,995229,051 mi

Comparison: 6 similar vehicles

Everett, WA

2011 Ford E-Series Econoline Van Commercial

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

2011 Ford E-Series Econoline Van Commercial

Tacoma, WA

UnscoredLimited · 5
$4,999171,545 mi

Comparison: 5 similar vehicles

Tacoma, WA

2016 Ford E-Series Cutaway Base

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

2016 Ford E-Series Cutaway Base

Federal Way, WA

UnscoredInsufficient · 4
$5,400201,435 mi

Comparison: 4 similar vehicles

Federal Way, WA

2013 RAM Cargo Van Base

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

2013 RAM Cargo Van Base

Spokane, WA

UnscoredInsufficient · 0
$5,500211,399 mi

Spokane, WA

1998 GMC Savana Base

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

1998 GMC Savana Base

Lynnwood, WA

UnscoredInsufficient · 0
$5,888186,854 mi

Lynnwood, WA

2011 Chevrolet Express Cargo Work Van

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

2011 Chevrolet Express Cargo Work Van

Vancouver, WA

UnscoredInsufficient · 0
$5,995250,465 mi

Vancouver, WA

2008 Chevrolet Uplander Cargo

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

2008 Chevrolet Uplander Cargo

Lynnwood, WA

UnscoredInsufficient · 0
$5,995150,606 mi

Lynnwood, WA

2000 Dodge Ram Van Base

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

2000 Dodge Ram Van Base

Centralia, WA

UnscoredLimited · 13
$5,999167,127 mi

Comparison: 13 similar vehicles

Centralia, WA

2016 Nissan NV200 SV

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

2016 Nissan NV200 SV

Tacoma, WA

UnscoredInsufficient · 0
$6,000183,030 mi

Tacoma, WA

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Tacoma, WA

UnscoredInsufficient · 0
$6,000189,028 mi

Tacoma, WA

2011 GMC Savana Cargo Base

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

2011 GMC Savana Cargo Base

Lynnwood, WA

UnscoredInsufficient · 0
$6,195253,033 mi

Lynnwood, WA

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Tacoma, WA

UnscoredLimited · 9
$6,400214,758 mi

Comparison: 9 similar vehicles

Tacoma, WA

2002 Ford Econoline Van Commercial

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

2002 Ford Econoline Van Commercial

Enumclaw, WA

UnscoredInsufficient · 0
$6,49927,552 mi

Enumclaw, WA

2005 Ford Econoline Van Commercial

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

2005 Ford Econoline Van Commercial

Kent, WA

UnscoredInsufficient · 0
$6,500138,549 mi

Kent, WA

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Vancouver, WA

UnscoredInsufficient · 0
$6,580205,000 mi

Vancouver, WA

2017 Mercedes-Benz Metris Cargo Van Base

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

2017 Mercedes-Benz Metris Cargo Van Base

Yakima, WA

UnscoredInsufficient · 0
$6,809150,700 mi

Yakima, WA

2017 Nissan NV Cargo SV

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

2017 Nissan NV Cargo SV

Lakewood, WA

UnscoredInsufficient · 3
$6,900210,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2006 GMC Savana Cargo Base

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

2006 GMC Savana Cargo Base

Tacoma, WA

UnscoredLimited · 6
$6,950187,654 mi

Comparison: 6 similar vehicles

Tacoma, WA

2005 Chevrolet Astro Cargo Base

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

2005 Chevrolet Astro Cargo Base

Shoreline, WA

UnscoredInsufficient · 0
$6,950135,524 mi

Shoreline, WA

2008 Ford E-Series Econoline Van Commercial

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

2008 Ford E-Series Econoline Van Commercial

Yakima, WA

UnscoredLimited · 13
$6,990263,730 mi

Comparison: 13 similar vehicles

Yakima, WA

2007 Chevrolet Express Cargo Work

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

2007 Chevrolet Express Cargo Work

West Richland, WA

UnscoredInsufficient · 0
$6,990159,171 mi

West Richland, WA

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

South Hill, WA

UnscoredLimited · 6
$6,995171,000 mi

Comparison: 6 similar vehicles

South Hill, WA

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Everett, WA

UnscoredLimited · 5
$6,995188,364 mi

Comparison: 5 similar vehicles

Everett, WA

2010 Ford E-Series Econoline Van Commercial

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

2010 Ford E-Series Econoline Van Commercial

Seattle, WA

UnscoredLimited · 7
$6,99588,771 mi

Comparison: 7 similar vehicles

Seattle, WA

2006 Chevrolet Express Cargo Work

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

2006 Chevrolet Express Cargo Work

Everett, WA

UnscoredInsufficient · 0
$6,995184,787 mi

Everett, WA

2002 Chevrolet Express Cargo Base

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

2002 Chevrolet Express Cargo Base

Yakima, WA

UnscoredInsufficient · 0
$6,995169,659 mi

Yakima, WA

2005 GMC Sierra 3500 Chassis Cab Work Truck

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

2005 GMC Sierra 3500 Chassis Cab Work Truck

Spokane Valley, WA

UnscoredInsufficient · 0
$6,997Mileage not verified

Spokane Valley, WA

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Spanaway, WA

UnscoredInsufficient · 0
$6,999180,000 mi

Spanaway, WA

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Lynnwood, WA

UnscoredLimited · 7
$6,999229,543 mi

Comparison: 7 similar vehicles

Lynnwood, WA

2011 Ford F-450 Super Duty Chassis Cab XL

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

2011 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 5
$6,999234,019 mi

Comparison: 5 similar vehicles

Lakewood, WA

2011 Ford F-450 Super Duty Chassis Cab XL

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

2011 Ford F-450 Super Duty Chassis Cab XL

Tacoma, WA

UnscoredLimited · 5
$6,999249,555 mi

Comparison: 5 similar vehicles

Tacoma, WA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 13
$6,999199,899 mi

Comparison: 13 similar vehicles

Lakewood, WA

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Marysville, WA

UnscoredInsufficient · 4
$7,280137,000 mi

Comparison: 4 similar vehicles

Marysville, WA

2011 Ford E-Series Econoline Van Commercial

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

2011 Ford E-Series Econoline Van Commercial

Federal Way, WA

UnscoredLimited · 5
$7,500189,242 mi

Comparison: 5 similar vehicles

Federal Way, WA

2000 Ford Econoline Van COMMERCIAL

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

2000 Ford Econoline Van COMMERCIAL

Tacoma, WA

UnscoredInsufficient · 0
$7,500348,770 mi

Tacoma, WA

2017 Chevrolet Express Cutaway Base

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

2017 Chevrolet Express Cutaway Base

Federal Way, WA

UnscoredInsufficient · 3
$7,550114,611 mi

Comparison: 3 similar vehicles

Federal Way, WA

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Spokane Valley, WA

UnscoredInsufficient · 3
$7,799226,119 mi

Comparison: 3 similar vehicles

Spokane Valley, WA

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Marysville, WA

UnscoredInsufficient · 3
$7,980166,431 mi

Comparison: 3 similar vehicles

Marysville, WA

2011 Ford E-Series Econoline Van Commercial

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

2011 Ford E-Series Econoline Van Commercial

Vancouver, WA

UnscoredLimited · 6
$7,980187,090 mi

Comparison: 6 similar vehicles

Vancouver, WA

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Everett, WA

UnscoredModerate · 20
$7,990181,924 mi

Comparison: 20 similar vehicles

Everett, WA

2017 Nissan NV Cargo SV

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

2017 Nissan NV Cargo SV

Everett, WA

UnscoredInsufficient · 3
$7,995211,587 mi

Comparison: 3 similar vehicles

Everett, 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. 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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