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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 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

1,100 listings found

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

Ogden, UT

UnscoredInsufficient · 0
$3,500261,590 mi

Ogden, UT

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

Salt Lake City, UT

UnscoredInsufficient · 0
$4,294217,000 mi

Salt Lake City, UT

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

Erda, UT

UnscoredInsufficient · 0
$4,975204,790 mi

Erda, UT

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

Spanish Fork, UT

UnscoredInsufficient · 0
$4,975262,667 mi

Spanish Fork, UT

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

Tooele, UT

UnscoredInsufficient · 0
$5,899204,500 mi

Tooele, UT

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

Murray, UT

UnscoredInsufficient · 0
$5,900245,096 mi

Murray, UT

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

Murray, UT

UnscoredInsufficient · 0
$5,900170,229 mi

Murray, UT

2016 Nissan NV Cargo SV

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

2016 Nissan NV Cargo SV

South Salt Lake, UT

UnscoredInsufficient · 0
$5,999147,352 mi

South Salt Lake, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$5,999215,591 mi

South Salt Lake, UT

2014 Nissan NV200 SV

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

2014 Nissan NV200 SV

Midvale, UT

UnscoredInsufficient · 0
$6,900183,117 mi

Midvale, UT

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

Orem, UT

UnscoredInsufficient · 0
$6,990193,400 mi

Orem, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$6,995226,826 mi

South Salt Lake, UT

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

Orem, UT

UnscoredInsufficient · 0
$6,995166,730 mi

Orem, UT

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

South Salt Lake, UT

UnscoredInsufficient · 4
$6,999223,058 mi

Comparison: 4 similar vehicles

South Salt Lake, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$6,999225,539 mi

South Salt Lake, UT

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

Bountiful, UT

UnscoredInsufficient · 0
$7,995170,987 mi

Bountiful, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$7,999228,656 mi

South Salt Lake, UT

2018 Nissan NV200 S

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

2018 Nissan NV200 S

Bountiful, UT

UnscoredInsufficient · 0
$8,995128,044 mi

Bountiful, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$8,999194,031 mi

South Salt Lake, UT

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

Orem, UT

UnscoredInsufficient · 0
$8,999151,178 mi

Orem, UT

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

Brigham City, UT

UnscoredInsufficient · 0
$9,499147,762 mi

Brigham City, UT

2016 RAM ProMaster Cargo Van Base

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

2016 RAM ProMaster Cargo Van Base

Orem, UT

UnscoredInsufficient · 0
$9,594141,881 mi

Orem, UT

2018 Nissan NV200 S

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

2018 Nissan NV200 S

West Valley City, UT

UnscoredInsufficient · 0
$9,85858,972 mi

West Valley City, UT

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

Salt Lake City, UT

UnscoredLimited · 5
$9,900186,917 mi

Comparison: 5 similar vehicles

Salt Lake City, UT

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

Layton, UT

UnscoredLimited · 5
$9,990198,507 mi

Comparison: 5 similar vehicles

Layton, UT

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

Bountiful, UT

UnscoredLimited · 5
$9,990151,998 mi

Comparison: 5 similar vehicles

Bountiful, UT

2016 Nissan NV Cargo SV

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

2016 Nissan NV Cargo SV

Bountiful, UT

UnscoredInsufficient · 0
$9,995143,618 mi

Bountiful, UT

2015 Ford Transit Base

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

2015 Ford Transit Base

Murray, UT

UnscoredInsufficient · 0
$9,995187,000 mi

Murray, UT

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

Orem, UT

UnscoredLimited · 9
$9,995144,562 mi

Comparison: 9 similar vehicles

Orem, UT

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

Orem, UT

UnscoredInsufficient · 0
$9,995125,455 mi

Orem, UT

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

Salt Lake City, UT

UnscoredLimited · 5
$9,999108,650 mi

Comparison: 5 similar vehicles

Salt Lake City, UT

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

Logan, UT

UnscoredInsufficient · 0
$9,999189,244 mi

Logan, UT

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Millcreek, UT

UnscoredInsufficient · 0
$9,999109,295 mi

Millcreek, UT

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

South Salt Lake, UT

UnscoredInsufficient · 3
$9,999133,919 mi

Comparison: 3 similar vehicles

South Salt Lake, UT

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

Cedar City, UT

UnscoredInsufficient · 0
$10,289208,855 mi

Cedar City, UT

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

Gunnison, UT

UnscoredInsufficient · 0
$10,393158,803 mi

Gunnison, UT

2016 Ford F-350 Super Duty Chassis Cab XL

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

2016 Ford F-350 Super Duty Chassis Cab XL

American Fork, UT

UnscoredInsufficient · 0
$10,448124,072 mi

American Fork, UT

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

Orem, UT

UnscoredInsufficient · 3
$10,490103,762 mi

Comparison: 3 similar vehicles

Orem, UT

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

Lehi, UT

UnscoredLimited · 5
$10,599169,938 mi

Comparison: 5 similar vehicles

Lehi, UT

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

Harrisville, UT

UnscoredInsufficient · 3
$10,850167,546 mi

Comparison: 3 similar vehicles

Harrisville, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$10,950166,468 mi

South Salt Lake, UT

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

West Valley City, UT

UnscoredInsufficient · 0
$10,95071,850 mi

West Valley City, UT

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

Clearfield, UT

UnscoredInsufficient · 0
$10,990112,636 mi

Clearfield, UT

2018 Nissan NV Cargo SL

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

2018 Nissan NV Cargo SL

Midvale, UT

UnscoredInsufficient · 0
$10,991190,192 mi

Midvale, UT

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

South Salt Lake, UT

UnscoredLimited · 7
$10,995184,372 mi

Comparison: 7 similar vehicles

South Salt Lake, UT

2018 Nissan NV200 S

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

2018 Nissan NV200 S

Pleasant Grove, UT

UnscoredInsufficient · 0
$10,995111,469 mi

Pleasant Grove, UT

2016 Ford Transit Base

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

2016 Ford Transit Base

Bountiful, UT

UnscoredInsufficient · 0
$10,995166,006 mi

Bountiful, UT

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

South Salt Lake, UT

UnscoredInsufficient · 0
$10,995160,822 mi

South Salt Lake, UT

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

Orem, UT

UnscoredInsufficient · 0
$10,99558,077 mi

Orem, UT

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

Orem, UT

UnscoredInsufficient · 0
$10,99556,368 mi

Orem, UT

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 manage their profile, 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, exports, and enhanced merchandising.
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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