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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 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

2,249 listings found

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Kansas City, MO

UnscoredInsufficient · 0
$3,500125,200 mi

Kansas City, MO

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Sikeston, MO

UnscoredInsufficient · 3
$3,950132,273 mi

Comparison: 3 similar vehicles

Sikeston, MO

2016 Ford Transit Base

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

2016 Ford Transit Base

Breckenridge Hills, MO

UnscoredLimited · 16
$4,500418,474 mi

Comparison: 16 similar vehicles

Breckenridge Hills, MO

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

St. Louis, MO

UnscoredInsufficient · 0
$4,500313,067 mi

St. Louis, MO

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

Raytown, MO

UnscoredInsufficient · 0
$4,500178,599 mi

Raytown, MO

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

Kansas City, MO

UnscoredInsufficient · 3
$4,500152,846 mi

Comparison: 3 similar vehicles

Kansas City, MO

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

St. Louis, MO

UnscoredLimited · 5
$4,995293,702 mi

Comparison: 5 similar vehicles

St. Louis, MO

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

Cape Girardeau, MO

UnscoredInsufficient · 0
$4,995203,588 mi

Cape Girardeau, MO

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

Arnold, MO

UnscoredInsufficient · 0
$5,300287,389 mi

Arnold, MO

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

Mount Vernon, MO

UnscoredInsufficient · 0
$5,450136,863 mi

Mount Vernon, MO

No Photo

2015 GMC Savana Cargo Work Van

Kansas City, MO

UnscoredInsufficient · 3
$5,500336,865 mi

Comparison: 3 similar vehicles

Kansas City, MO

2018 Nissan NV Cargo SV

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

2018 Nissan NV Cargo SV

Sikeston, MO

UnscoredLimited · 6
$5,650204,531 mi

Comparison: 6 similar vehicles

Sikeston, MO

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

O'Fallon, MO

UnscoredInsufficient · 0
$5,790250,933 mi

O'Fallon, MO

2019 Mercedes-Benz Metris Cargo Van Base

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

2019 Mercedes-Benz Metris Cargo Van Base

Springfield, MO

UnscoredInsufficient · 0
$5,900397,303 mi

Springfield, MO

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

Kansas City, MO

UnscoredLimited · 13
$5,900177,737 mi

Comparison: 13 similar vehicles

Kansas City, MO

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

St. Louis, MO

UnscoredInsufficient · 0
$5,995254,324 mi

St. Louis, MO

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

Saint Charles, MO

UnscoredInsufficient · 4
$5,999184,460 mi

Comparison: 4 similar vehicles

Saint Charles, MO

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

Columbia, MO

UnscoredInsufficient · 0
$5,999187,063 mi

Columbia, MO

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

Savannah, MO

UnscoredInsufficient · 4
$6,495155,093 mi

Comparison: 4 similar vehicles

Savannah, MO

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

Kansas City, MO

UnscoredLimited · 12
$6,500194,328 mi

Comparison: 12 similar vehicles

Kansas City, MO

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

Fenton, MO

UnscoredInsufficient · 4
$6,540202,357 mi

Comparison: 4 similar vehicles

Fenton, MO

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Kansas City, MO

UnscoredInsufficient · 0
$6,897137,120 mi

Kansas City, MO

2017 GMC Savana Cargo Work Van

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

2017 GMC Savana Cargo Work Van

Kansas City, MO

UnscoredLimited · 5
$6,950243,782 mi

Comparison: 5 similar vehicles

Kansas City, MO

2006 Chevrolet Colorado Work Truck

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

2006 Chevrolet Colorado Work Truck

Jennings, MO

UnscoredInsufficient · 0
$6,99588,866 mi

Jennings, MO

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

Bridgeton, MO

UnscoredInsufficient · 0
$6,999107,485 mi

Bridgeton, MO

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

Kansas City, MO

UnscoredLimited · 7
$6,999228,607 mi

Comparison: 7 similar vehicles

Kansas City, MO

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

St. Louis, MO

UnscoredLimited · 11
$7,110248,957 mi

Comparison: 11 similar vehicles

St. Louis, MO

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

Mexico, MO

UnscoredLimited · 8
$7,495262,643 mi

Comparison: 8 similar vehicles

Mexico, MO

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Lexington, MO

UnscoredLimited · 9
$7,500186,298 mi

Comparison: 9 similar vehicles

Lexington, MO

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

Brookline, MO

UnscoredInsufficient · 4
$7,500204,443 mi

Comparison: 4 similar vehicles

Brookline, MO

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

Ellisville, MO

UnscoredInsufficient · 0
$7,789170,160 mi

Ellisville, MO

2022 RAM ProMaster Cargo Van Base

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

2022 RAM ProMaster Cargo Van Base

Sikeston, MO

UnscoredInsufficient · 0
$7,900160,916 mi

Sikeston, MO

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Columbia, MO

UnscoredModerate · 36
$7,900256,000 mi

Comparison: 36 similar vehicles

Columbia, MO

2017 RAM ProMaster Cargo Van Base

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

2017 RAM ProMaster Cargo Van Base

Springfield, MO

UnscoredInsufficient · 4
$7,900222,634 mi

Comparison: 4 similar vehicles

Springfield, MO

2016 Ford Transit Base

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

2016 Ford Transit Base

Kansas City, MO

UnscoredInsufficient · 4
$7,900218,338 mi

Comparison: 4 similar vehicles

Kansas City, MO

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

Kansas City, MO

UnscoredLimited · 7
$7,950191,232 mi

Comparison: 7 similar vehicles

Kansas City, MO

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

St. Louis, MO

UnscoredInsufficient · 4
$7,995186,584 mi

Comparison: 4 similar vehicles

St. Louis, MO

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

St. Louis, MO

UnscoredInsufficient · 0
$7,995259,920 mi

St. Louis, MO

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

St. Louis, MO

UnscoredInsufficient · 3
$7,995202,088 mi

Comparison: 3 similar vehicles

St. Louis, MO

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

Saint Charles, MO

UnscoredInsufficient · 3
$7,995144,944 mi

Comparison: 3 similar vehicles

Saint Charles, MO

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Kansas City, MO

UnscoredInsufficient · 3
$7,999240,884 mi

Comparison: 3 similar vehicles

Kansas City, MO

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

St. Louis, MO

UnscoredLimited · 8
$7,999225,365 mi

Comparison: 8 similar vehicles

St. Louis, MO

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

Kansas City, MO

UnscoredLimited · 6
$7,999112,090 mi

Comparison: 6 similar vehicles

Kansas City, MO

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Lebanon, MO

UnscoredModerate · 25
$8,000192,276 mi

Comparison: 25 similar vehicles

Lebanon, MO

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Sikeston, MO

UnscoredLimited · 14
$8,050103,408 mi

Comparison: 14 similar vehicles

Sikeston, MO

2015 Ford F-450 Super Duty Chassis Cab XL

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

2015 Ford F-450 Super Duty Chassis Cab XL

Herculaneum, MO

UnscoredLimited · 6
$8,390275,601 mi

Comparison: 6 similar vehicles

Herculaneum, MO

2018 RAM ProMaster Cargo Van Base

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

2018 RAM ProMaster Cargo Van Base

Pacific, MO

UnscoredInsufficient · 3
$8,495201,880 mi

Comparison: 3 similar vehicles

Pacific, MO

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

Grandview, MO

UnscoredLimited · 13
$8,750153,767 mi

Comparison: 13 similar vehicles

Grandview, MO

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

Platte City, MO

UnscoredInsufficient · 0
$8,900190,750 mi

Platte City, MO

2019 GMC Savana Cargo Work Van

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

2019 GMC Savana Cargo Work Van

Grandview, MO

UnscoredLimited · 13
$8,950191,152 mi

Comparison: 13 similar vehicles

Grandview, MO

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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