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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

726 listings found

2004 GMC Savana Cargo Base

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

2004 GMC Savana Cargo Base

Sparks, NV

UnscoredInsufficient · 0
$6,995255,339 mi

Sparks, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$6,999241,608 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 4
$7,995187,000 mi

Comparison: 4 similar vehicles

Las Vegas, NV

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

Reno, NV

UnscoredInsufficient · 3
$8,950169,225 mi

Comparison: 3 similar vehicles

Reno, NV

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

Las Vegas, NV

UnscoredLimited · 5
$9,950140,877 mi

Comparison: 5 similar vehicles

Las Vegas, NV

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

Reno, NV

UnscoredInsufficient · 0
$9,950167,310 mi

Reno, NV

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

Carson City, NV

UnscoredInsufficient · 0
$9,995164,287 mi

Carson City, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$9,995224,744 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$9,995141,740 mi

Las Vegas, NV

2018 GMC Savana Cargo Work Van

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

2018 GMC Savana Cargo Work Van

Las Vegas, NV

UnscoredInsufficient · 0
$10,900192,273 mi

Las Vegas, NV

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

Reno, NV

UnscoredLimited · 6
$10,950165,875 mi

Comparison: 6 similar vehicles

Reno, NV

2015 Mercedes-Benz Sprinter Cargo Van Base

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

2015 Mercedes-Benz Sprinter Cargo Van Base

Reno, NV

UnscoredInsufficient · 0
$10,950210,015 mi

Reno, NV

2015 Mercedes-Benz Sprinter Cargo Van Base

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

2015 Mercedes-Benz Sprinter Cargo Van Base

Reno, NV

UnscoredInsufficient · 0
$10,950176,150 mi

Reno, NV

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

Las Vegas, NV

Salvage title
$10,99542,957 mi

Las Vegas, NV

2007 Ford F-350 Super Duty Chassis Cab XLT

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

2007 Ford F-350 Super Duty Chassis Cab XLT

Las Vegas, NV

UnscoredInsufficient · 0
$10,995200,104 mi

Las Vegas, NV

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Reno, NV

UnscoredModerate · 23
$11,950132,800 mi

Comparison: 23 similar vehicles

Reno, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$11,995118,000 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$11,995155,388 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 4
$11,995137,263 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2018 RAM 3500 Chassis Cab SLT

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

2018 RAM 3500 Chassis Cab SLT

Elko, NV

UnscoredInsufficient · 0
$11,999161,804 mi

Elko, NV

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

Las Vegas, NV

UnscoredInsufficient · 3
$12,50096,491 mi

Comparison: 3 similar vehicles

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 3
$12,50094,914 mi

Comparison: 3 similar vehicles

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$12,90081,109 mi

Las Vegas, NV

2020 Nissan NV200 SV

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

2020 Nissan NV200 SV

Reno, NV

UnscoredLimited · 10
$12,949123,881 mi

Comparison: 10 similar vehicles

Reno, NV

2018 GMC Savana Cargo Work Van

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

2018 GMC Savana Cargo Work Van

Reno, NV

UnscoredLimited · 5
$12,950121,460 mi

Comparison: 5 similar vehicles

Reno, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$12,999111,661 mi

Las Vegas, NV

2019 Nissan NV200 SV

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

2019 Nissan NV200 SV

Las Vegas, NV

UnscoredInsufficient · 0
$13,49893,484 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredLimited · 7
$13,995141,424 mi

Comparison: 7 similar vehicles

Las Vegas, NV

2020 Mercedes-Benz Sprinter Cargo Van Base

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

2020 Mercedes-Benz Sprinter Cargo Van Base

Sparks, NV

UnscoredInsufficient · 0
$13,999317,000 mi

Sparks, NV

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Las Vegas, NV

UnscoredInsufficient · 0
$13,999124,607 mi

Las Vegas, NV

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Carson City, NV

UnscoredInsufficient · 0
$14,99548,925 mi

Carson City, NV

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

Pahrump, NV

UnscoredModerate · 24
$14,999143,112 mi

Comparison: 24 similar vehicles

Pahrump, NV

2013 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2013 Chevrolet Silverado 3500 Chassis Cab Work Truck

North Las Vegas, NV

UnscoredInsufficient · 0
$14,99997,516 mi

North Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$15,49894,347 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$15,499101,425 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 3
$15,500114,782 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2021 Nissan NV200 SV

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

2021 Nissan NV200 SV

Las Vegas, NV

UnscoredLimited · 5
$15,657114,322 mi

Comparison: 5 similar vehicles

Las Vegas, NV

2019 Nissan NV200 S

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

2019 Nissan NV200 S

Carson City, NV

UnscoredInsufficient · 0
$15,995100,107 mi

Carson City, NV

2018 Nissan NV200 SV

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

2018 Nissan NV200 SV

Sparks, NV

UnscoredInsufficient · 0
$15,995106,644 mi

Sparks, NV

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

North Las Vegas, NV

UnscoredInsufficient · 0
$15,99955,520 mi

North Las Vegas, NV

2020 Nissan NV200 SV

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

2020 Nissan NV200 SV

Las Vegas, NV

UnscoredInsufficient · 3
$16,44792,725 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2020 Nissan NV200 S

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

2020 Nissan NV200 S

Las Vegas, NV

UnscoredInsufficient · 0
$16,49897,060 mi

Las Vegas, NV

2015 Ford Transit Base

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

2015 Ford Transit Base

Carson City, NV

Fair PriceLimited · 19
$16,995117,974 mi

Market: $9,065 – $23,065

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 712 days listed (based on current market benchmarks)

Carson City, NV

2014 Mercedes-Benz Sprinter Cab Chassis Base

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

2014 Mercedes-Benz Sprinter Cab Chassis Base

Las Vegas, NV

UnscoredInsufficient · 0
$16,995128,060 mi

Las Vegas, NV

2006 Dodge Sprinter Van Base

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

2006 Dodge Sprinter Van Base

Las Vegas, NV

UnscoredInsufficient · 0
$16,995171,158 mi

Las Vegas, NV

2019 Ford Transit Van Base

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

2019 Ford Transit Van Base

Las Vegas, NV

UnscoredInsufficient · 4
$17,851111,461 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

Las Vegas, NV

UnscoredInsufficient · 3
$17,90082,339 mi

Comparison: 3 similar vehicles

Las Vegas, NV

No Photo

2021 Nissan NV200 SV

Henderson, NV

UnscoredInsufficient · 3
$17,965Mileage not verified

Comparison: 3 similar vehicles

Henderson, NV

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

Las Vegas, NV

UnscoredLimited · 6
$17,995106,397 mi

Comparison: 6 similar vehicles

Las Vegas, NV

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

North Las Vegas, NV

UnscoredInsufficient · 3
$18,399187,560 mi

Comparison: 3 similar vehicles

North Las Vegas, NV

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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