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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

6,280 listings found

2001 Chevrolet Express Cargo Base

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

2001 Chevrolet Express Cargo Base

Lowellville, OH

UnscoredInsufficient · 0
$2,995228,450 mi

Lowellville, OH

2001 Dodge Ram Van Base

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

2001 Dodge Ram Van Base

Lancaster, OH

UnscoredInsufficient · 0
$2,995140,095 mi

Lancaster, OH

2012 RAM Cargo Van Base

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

2012 RAM Cargo Van Base

Perry, OH

UnscoredInsufficient · 0
$3,099197,963 mi

Perry, OH

2004 Ford Econoline Van Commercial

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

2004 Ford Econoline Van Commercial

Toledo, OH

UnscoredInsufficient · 4
$3,700201,409 mi

Comparison: 4 similar vehicles

Toledo, OH

2009 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2009 Chevrolet Silverado 3500 Chassis Cab Work Truck

Perry, OH

UnscoredInsufficient · 0
$3,900202,000 mi

Perry, OH

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

East Palestine, OH

UnscoredInsufficient · 4
$3,995335,281 mi

Comparison: 4 similar vehicles

East Palestine, OH

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

Cleveland, OH

UnscoredLimited · 8
$3,995289,981 mi

Comparison: 8 similar vehicles

Cleveland, OH

2015 GMC Savana Cargo Work Van

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

2015 GMC Savana Cargo Work Van

North Lima, OH

UnscoredInsufficient · 4
$4,400243,890 mi

Comparison: 4 similar vehicles

North Lima, OH

2015 Nissan NV Cargo SV

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

2015 Nissan NV Cargo SV

Medina, OH

UnscoredInsufficient · 0
$4,495261,625 mi

Medina, OH

No Photo

2010 Chevrolet Express Cargo Work Van

Marion, OH

UnscoredLimited · 6
$4,499299,600 mi

Comparison: 6 similar vehicles

Marion, OH

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

Akron, OH

UnscoredLimited · 16
$4,500276,131 mi

Comparison: 16 similar vehicles

Akron, OH

1986 GMC Cutaway Van

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

1986 GMC Cutaway Van

South Vienna, OH

UnscoredInsufficient · 0
$4,50086,556 mi

South Vienna, OH

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

Hamilton, OH

UnscoredInsufficient · 0
$4,800188,000 mi

Hamilton, OH

2011 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2011 Chevrolet Silverado 3500 Chassis Cab Work Truck

West Portsmouth, OH

UnscoredInsufficient · 0
$4,900231,011 mi

West Portsmouth, OH

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

Lowellville, OH

UnscoredLimited · 11
$4,900187,666 mi

Comparison: 11 similar vehicles

Lowellville, OH

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

Cleveland, OH

UnscoredLimited · 8
$4,90088,056 mi

Comparison: 8 similar vehicles

Cleveland, OH

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Zanesville, OH

UnscoredInsufficient · 0
$4,990168,424 mi

Zanesville, OH

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

Willowick, OH

UnscoredLimited · 14
$4,993217,144 mi

Comparison: 14 similar vehicles

Willowick, OH

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

Fairfield, OH

UnscoredModerate · 44
$4,995306,787 mi

Comparison: 44 similar vehicles

Fairfield, OH

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

Lowellville, OH

UnscoredInsufficient · 3
$4,995217,900 mi

Comparison: 3 similar vehicles

Lowellville, OH

2013 Nissan NV Cargo SV

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

2013 Nissan NV Cargo SV

Akron, OH

UnscoredInsufficient · 0
$4,995138,460 mi

Akron, OH

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

Hamilton, OH

UnscoredLimited · 6
$4,995192,834 mi

Comparison: 6 similar vehicles

Hamilton, OH

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

Cleveland, OH

UnscoredLimited · 8
$4,995160,998 mi

Comparison: 8 similar vehicles

Cleveland, OH

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

Ashtabula, OH

UnscoredLimited · 6
$4,995244,000 mi

Comparison: 6 similar vehicles

Ashtabula, OH

2003 GMC Safari Cargo Base

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

2003 GMC Safari Cargo Base

Newark, OH

UnscoredInsufficient · 0
$4,995178,944 mi

Newark, OH

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Wickliffe, OH

UnscoredLimited · 8
$4,999120,336 mi

Comparison: 8 similar vehicles

Wickliffe, OH

2015 RAM Cargo Van Tradesman

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

2015 RAM Cargo Van Tradesman

Youngstown, OH

UnscoredInsufficient · 0
$5,290179,556 mi

Youngstown, OH

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

North Lima, OH

UnscoredInsufficient · 0
$5,29595,051 mi

North Lima, OH

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

Willowick, OH

UnscoredLimited · 9
$5,393189,830 mi

Comparison: 9 similar vehicles

Willowick, OH

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

Mount Vernon, OH

Fair PriceModerate · 22
$5,393118,478 mi

Market: $3,995 – $19,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Mount Vernon, OH

2016 Nissan NV Cargo S

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

2016 Nissan NV Cargo S

Ashtabula, OH

UnscoredInsufficient · 0
$5,495165,000 mi

Ashtabula, OH

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Mount Orab, OH

UnscoredInsufficient · 4
$5,495193,333 mi

Comparison: 4 similar vehicles

Mount Orab, OH

2008 Ford F-350 Super Duty Chassis Cab XL

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

2008 Ford F-350 Super Duty Chassis Cab XL

Bucyrus, OH

UnscoredLimited · 6
$5,500281,463 mi

Comparison: 6 similar vehicles

Bucyrus, OH

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

Bucyrus, OH

UnscoredInsufficient · 0
$5,500142,454 mi

Bucyrus, OH

2015 Ford Transit Base

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

2015 Ford Transit Base

Parma, OH

UnscoredLimited · 8
$5,580300,193 mi

Comparison: 8 similar vehicles

Parma, OH

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

Montpelier, OH

UnscoredLimited · 5
$5,598110,964 mi

Comparison: 5 similar vehicles

Montpelier, OH

2013 GMC Savana Cargo Base

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

2013 GMC Savana Cargo Base

Canfield, OH

UnscoredInsufficient · 4
$5,700173,775 mi

Comparison: 4 similar vehicles

Canfield, OH

2017 Mercedes-Benz Sprinter WORKER Cargo Van Base

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

2017 Mercedes-Benz Sprinter WORKER Cargo Van Base

Cleveland, OH

UnscoredInsufficient · 0
$5,900241,349 mi

Cleveland, OH

2012 Nissan NV Cargo S

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

2012 Nissan NV Cargo S

Wheelersburg, OH

UnscoredInsufficient · 0
$5,950147,199 mi

Wheelersburg, OH

2014 RAM Cargo Van Tradesman

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

2014 RAM Cargo Van Tradesman

Canton, OH

UnscoredInsufficient · 0
$5,995191,661 mi

Canton, OH

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

Medina, OH

UnscoredLimited · 8
$5,995191,131 mi

Comparison: 8 similar vehicles

Medina, OH

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

Columbus, OH

Salvage title
$5,99584,117 mi

Columbus, OH

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

Columbus, OH

UnscoredInsufficient · 3
$5,995Mileage not verified

Comparison: 3 similar vehicles

Columbus, OH

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

Akron, OH

UnscoredLimited · 8
$5,99586,494 mi

Comparison: 8 similar vehicles

Akron, OH

2011 Mercedes-Benz Sprinter Van Base

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

2011 Mercedes-Benz Sprinter Van Base

Akron, OH

UnscoredInsufficient · 3
$5,995326,732 mi

Comparison: 3 similar vehicles

Akron, OH

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

Medina, OH

UnscoredInsufficient · 3
$5,995125,363 mi

Comparison: 3 similar vehicles

Medina, OH

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

Cincinnati, OH

UnscoredInsufficient · 4
$5,999220,400 mi

Comparison: 4 similar vehicles

Cincinnati, OH

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

Toledo, OH

UnscoredLimited · 14
$5,999121,007 mi

Comparison: 14 similar vehicles

Toledo, OH

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Cleveland, OH

UnscoredInsufficient · 0
$6,100152,100 mi

Cleveland, OH

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

Willoughby, OH

UnscoredLimited · 5
$6,245259,000 mi

Comparison: 5 similar vehicles

Willoughby, OH

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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