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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

7,900 listings found

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

Garner, NC

UnscoredLimited · 5
$2,395308,865 mi

Comparison: 5 similar vehicles

Garner, NC

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

Mount Airy, NC

UnscoredInsufficient · 0
$3,600229,758 mi

Mount Airy, NC

2010 Dodge Grand Caravan Cargo

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

2010 Dodge Grand Caravan Cargo

Lexington, NC

UnscoredInsufficient · 0
$3,649303,677 mi

Lexington, NC

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

High Point, NC

UnscoredInsufficient · 3
$3,800303,230 mi

Comparison: 3 similar vehicles

High Point, NC

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

Hickory, NC

UnscoredLimited · 11
$3,900174,858 mi

Comparison: 11 similar vehicles

Hickory, NC

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

Roanoke Rapids, NC

UnscoredModerate · 38
$3,999432,372 mi

Comparison: 38 similar vehicles

Roanoke Rapids, NC

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

Raleigh, NC

UnscoredInsufficient · 3
$3,999290,027 mi

Comparison: 3 similar vehicles

Raleigh, NC

2002 Chevrolet Astro Cargo Base

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

2002 Chevrolet Astro Cargo Base

Burlington, NC

UnscoredInsufficient · 0
$3,999145,639 mi

Burlington, NC

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

Raleigh, NC

UnscoredInsufficient · 4
$4,249233,966 mi

Comparison: 4 similar vehicles

Raleigh, NC

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

Ayden, NC

UnscoredInsufficient · 4
$4,250226,437 mi

Comparison: 4 similar vehicles

Ayden, NC

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

Charlotte, NC

UnscoredModerate · 21
$4,500Mileage not verified

Comparison: 21 similar vehicles

Charlotte, NC

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

Princeton, NC

UnscoredLimited · 9
$4,500269,127 mi

Comparison: 9 similar vehicles

Princeton, NC

2006 Chevrolet Express Cargo Base

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

2006 Chevrolet Express Cargo Base

Oakboro, NC

UnscoredInsufficient · 0
$4,500269,750 mi

Oakboro, NC

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

Bladenboro, NC

UnscoredInsufficient · 0
$4,900135,952 mi

Bladenboro, NC

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

Charlotte, NC

UnscoredInsufficient · 0
$4,997221,890 mi

Charlotte, NC

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

Newport, NC

UnscoredLimited · 6
$5,295196,987 mi

Comparison: 6 similar vehicles

Newport, NC

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

Burgaw, NC

UnscoredLimited · 8
$5,400304,336 mi

Comparison: 8 similar vehicles

Burgaw, NC

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

Fayetteville, NC

UnscoredLimited · 8
$5,495222,331 mi

Comparison: 8 similar vehicles

Fayetteville, NC

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

Winston-Salem, NC

UnscoredLimited · 5
$5,500Mileage not verified

Comparison: 5 similar vehicles

Winston-Salem, NC

2007 GMC Savana Cargo Base

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

2007 GMC Savana Cargo Base

Winston-Salem, NC

UnscoredInsufficient · 0
$5,599392,976 mi

Winston-Salem, NC

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

Burlington, NC

UnscoredLimited · 12
$5,995265,620 mi

Comparison: 12 similar vehicles

Burlington, NC

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

Fayetteville, NC

UnscoredInsufficient · 0
$5,995230,809 mi

Fayetteville, NC

2017 Chevrolet City Express 1LS

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

2017 Chevrolet City Express 1LS

Wilmington, NC

UnscoredInsufficient · 0
$5,999209,870 mi

Wilmington, NC

2015 Ford Transit Base

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

2015 Ford Transit Base

Cedar Point, NC

UnscoredModerate · 24
$6,049Mileage not verified

Comparison: 24 similar vehicles

Cedar Point, NC

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

Lexington, NC

UnscoredInsufficient · 0
$6,395225,641 mi

Lexington, NC

1999 Dodge Ram Van Base

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

1999 Dodge Ram Van Base

Alexis, NC

UnscoredInsufficient · 0
$6,49065,000 mi

Alexis, NC

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

Raleigh, NC

UnscoredLimited · 10
$6,499207,789 mi

Comparison: 10 similar vehicles

Raleigh, NC

2017 Chevrolet City Express 1LT

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

2017 Chevrolet City Express 1LT

Charlotte, NC

UnscoredInsufficient · 4
$6,500219,338 mi

Comparison: 4 similar vehicles

Charlotte, NC

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

Mount Holly, NC

UnscoredInsufficient · 0
$6,500101,509 mi

Mount Holly, NC

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

Goldsboro, NC

UnscoredInsufficient · 0
$6,500364,872 mi

Goldsboro, NC

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

Hickory, NC

UnscoredInsufficient · 0
$6,500174,900 mi

Hickory, NC

2008 Chevrolet Colorado Work Truck

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

2008 Chevrolet Colorado Work Truck

Mocksville, NC

UnscoredInsufficient · 0
$6,55089,676 mi

Mocksville, NC

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

Lenoir, NC

UnscoredLimited · 10
$6,900235,832 mi

Comparison: 10 similar vehicles

Lenoir, NC

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

Fuquay-Varina, NC

UnscoredInsufficient · 0
$6,990156,172 mi

Fuquay-Varina, NC

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Denver, NC

UnscoredLimited · 6
$6,995134,333 mi

Comparison: 6 similar vehicles

Denver, NC

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

Franklin, NC

UnscoredInsufficient · 0
$6,995141,434 mi

Franklin, NC

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Roanoke Rapids, NC

UnscoredRobust · 70
$6,999249,129 mi

Comparison: 70 similar vehicles

Roanoke Rapids, NC

2014 Ford E-Series Cutaway Base

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

2014 Ford E-Series Cutaway Base

Thomasville, NC

UnscoredInsufficient · 3
$6,999208,855 mi

Comparison: 3 similar vehicles

Thomasville, NC

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

Fuquay-Varina, NC

UnscoredInsufficient · 3
$6,999207,628 mi

Comparison: 3 similar vehicles

Fuquay-Varina, NC

2010 Chevrolet Express Cargo Work Van

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

2010 Chevrolet Express Cargo Work Van

Raleigh, NC

UnscoredInsufficient · 3
$7,095263,655 mi

Comparison: 3 similar vehicles

Raleigh, NC

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

Charlotte, NC

UnscoredLimited · 6
$7,098194,216 mi

Comparison: 6 similar vehicles

Charlotte, NC

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

Charlotte, NC

UnscoredInsufficient · 0
$7,195192,114 mi

Charlotte, NC

2017 Nissan NV Cargo S

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

2017 Nissan NV Cargo S

Monroe, NC

UnscoredLimited · 9
$7,298193,733 mi

Comparison: 9 similar vehicles

Monroe, NC

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

Angier, NC

UnscoredLimited · 14
$7,400201,696 mi

Comparison: 14 similar vehicles

Angier, NC

2016 Chevrolet City Express 1LT

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

2016 Chevrolet City Express 1LT

Smithfield, NC

UnscoredInsufficient · 0
$7,480196,211 mi

Smithfield, NC

2014 GMC Savana Cargo Work Van

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

2014 GMC Savana Cargo Work Van

Fuquay-Varina, NC

UnscoredLimited · 13
$7,500369,948 mi

Comparison: 13 similar vehicles

Fuquay-Varina, NC

2016 Chevrolet Express Cargo Work Van

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

2016 Chevrolet Express Cargo Work Van

Greensboro, NC

UnscoredLimited · 6
$7,700210,778 mi

Comparison: 6 similar vehicles

Greensboro, NC

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

Goldsboro, NC

UnscoredInsufficient · 0
$7,799176,570 mi

Goldsboro, NC

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

Hudson, NC

UnscoredLimited · 10
$7,900193,333 mi

Comparison: 10 similar vehicles

Hudson, NC

1997 Dodge Ram Van Base

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

1997 Dodge Ram Van Base

Wilmington, NC

UnscoredInsufficient · 0
$7,90065,750 mi

Wilmington, NC

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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