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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

1,959 listings found

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

Denver, CO

UnscoredInsufficient · 4
$4,450185,074 mi

Comparison: 4 similar vehicles

Denver, CO

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

Bennett, CO

UnscoredInsufficient · 0
$4,525276,630 mi

Bennett, CO

2017 Nissan NV200 S

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

2017 Nissan NV200 S

Fort Lupton, CO

UnscoredInsufficient · 0
$4,995217,281 mi

Fort Lupton, CO

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

Longmont, CO

UnscoredInsufficient · 0
$4,995181,180 mi

Longmont, CO

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

Longmont, CO

UnscoredInsufficient · 0
$4,995245,742 mi

Longmont, CO

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

Longmont, CO

Salvage title
$4,999247,265 mi

Longmont, CO

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

Longmont, CO

UnscoredInsufficient · 0
$4,999196,204 mi

Longmont, CO

2014 Nissan NV Cargo S

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

2014 Nissan NV Cargo S

Denver, CO

UnscoredInsufficient · 0
$5,900169,317 mi

Denver, CO

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Steamboat Springs, CO

UnscoredInsufficient · 0
$5,90075,827 mi

Steamboat Springs, CO

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

Glendale, CO

UnscoredInsufficient · 0
$5,995Mileage not verified

Glendale, CO

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

Longmont, CO

UnscoredInsufficient · 0
$5,995230,758 mi

Longmont, CO

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

Colorado Springs, CO

UnscoredInsufficient · 3
$5,999Mileage not verified

Comparison: 3 similar vehicles

Colorado Springs, CO

2021 Nissan NV Cargo SV

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

2021 Nissan NV Cargo SV

Commerce City, CO

UnscoredInsufficient · 3
$6,500231,981 mi

Comparison: 3 similar vehicles

Commerce City, CO

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

Colorado Springs, CO

UnscoredLimited · 8
$6,800236,418 mi

Comparison: 8 similar vehicles

Colorado Springs, CO

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

Lakewood, CO

UnscoredInsufficient · 0
$6,994130,560 mi

Lakewood, CO

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

Westminster, CO

UnscoredInsufficient · 0
$6,995189,225 mi

Westminster, CO

2000 GMC Savana Cargo Base

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

2000 GMC Savana Cargo Base

Westminster, CO

UnscoredInsufficient · 0
$6,995183,687 mi

Westminster, CO

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Westminster, CO

UnscoredInsufficient · 0
$6,995153,362 mi

Westminster, CO

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

Denver, CO

UnscoredInsufficient · 4
$6,999183,603 mi

Comparison: 4 similar vehicles

Denver, CO

2015 Nissan NV Cargo S

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

2015 Nissan NV Cargo S

Englewood, CO

UnscoredInsufficient · 0
$7,489222,556 mi

Englewood, CO

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

Aurora, CO

UnscoredInsufficient · 4
$7,495198,819 mi

Comparison: 4 similar vehicles

Aurora, CO

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

Greeley, CO

UnscoredInsufficient · 4
$7,499182,040 mi

Comparison: 4 similar vehicles

Greeley, CO

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

Thornton, CO

UnscoredInsufficient · 0
$7,900172,688 mi

Thornton, CO

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

Thornton, CO

UnscoredLimited · 5
$7,900179,074 mi

Comparison: 5 similar vehicles

Thornton, CO

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Broomfield, CO

UnscoredInsufficient · 0
$7,988184,961 mi

Broomfield, CO

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

Denver, CO

UnscoredInsufficient · 4
$7,988261,210 mi

Comparison: 4 similar vehicles

Denver, CO

2005 Chevrolet Express Cargo Base

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

2005 Chevrolet Express Cargo Base

Longmont, CO

UnscoredInsufficient · 0
$7,995182,216 mi

Longmont, CO

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

Glenwood Springs, CO

UnscoredInsufficient · 0
$7,997224,196 mi

Glenwood Springs, CO

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

Lakewood, CO

UnscoredInsufficient · 3
$7,999138,012 mi

Comparison: 3 similar vehicles

Lakewood, CO

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

Colorado Springs, CO

Salvage title
$8,45090,200 mi

Colorado Springs, CO

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

Pueblo, CO

UnscoredInsufficient · 3
$8,650121,839 mi

Comparison: 3 similar vehicles

Pueblo, CO

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

Denver, CO

UnscoredInsufficient · 0
$8,900172,356 mi

Denver, CO

2019 Nissan NV200 SV

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

2019 Nissan NV200 SV

Denver, CO

UnscoredInsufficient · 0
$8,995125,558 mi

Denver, CO

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

Westminster, CO

UnscoredInsufficient · 0
$8,995165,447 mi

Westminster, CO

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

Commerce City, CO

UnscoredInsufficient · 4
$8,999222,375 mi

Comparison: 4 similar vehicles

Commerce City, CO

2012 Nissan NV Cargo SV

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

2012 Nissan NV Cargo SV

Longmont, CO

UnscoredInsufficient · 0
$8,999Mileage not verified

Longmont, CO

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Lakewood, CO

Salvage title
$9,299103,482 mi

Lakewood, CO

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

Denver, CO

UnscoredInsufficient · 0
$9,49899,050 mi

Denver, CO

2020 Nissan NV200 SV

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

2020 Nissan NV200 SV

Denver, CO

UnscoredLimited · 7
$9,499115,449 mi

Comparison: 7 similar vehicles

Denver, CO

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

Commerce City, CO

UnscoredModerate · 21
$9,500180,740 mi

Comparison: 21 similar vehicles

Commerce City, CO

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

Commerce City, CO

UnscoredLimited · 12
$9,500137,946 mi

Comparison: 12 similar vehicles

Commerce City, CO

2010 GMC Savana Cargo Base

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

2010 GMC Savana Cargo Base

Aurora, CO

UnscoredInsufficient · 0
$9,500253,251 mi

Aurora, CO

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

Bennett, CO

UnscoredInsufficient · 4
$9,750128,154 mi

Comparison: 4 similar vehicles

Bennett, CO

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

Fort Morgan, CO

UnscoredInsufficient · 0
$9,800153,541 mi

Fort Morgan, CO

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

Denver, CO

UnscoredInsufficient · 0
$9,800154,569 mi

Denver, CO

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

Colorado Springs, CO

UnscoredLimited · 7
$9,900225,684 mi

Comparison: 7 similar vehicles

Colorado Springs, CO

2019 Nissan NV200 SV

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

2019 Nissan NV200 SV

Denver, CO

Salvage title
$9,950126,643 mi

Denver, CO

2013 Mercedes-Benz Sprinter Cargo Van Base

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

2013 Mercedes-Benz Sprinter Cargo Van Base

Denver, CO

UnscoredInsufficient · 0
$9,988186,642 mi

Denver, CO

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

Bennett, CO

UnscoredInsufficient · 0
$9,995190,881 mi

Bennett, CO

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

Westminster, CO

UnscoredInsufficient · 3
$9,995186,810 mi

Comparison: 3 similar vehicles

Westminster, CO

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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