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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

2,508 listings found

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

Takoma Park, MD

UnscoredModerate · 30
$4,900233,265 mi

Comparison: 30 similar vehicles

Takoma Park, MD

No Photo

2013 Ford E-Series Econoline Van Commercial

Glen Burnie, MD

UnscoredInsufficient · 4
$5,490137,501 mi

Comparison: 4 similar vehicles

Glen Burnie, MD

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

Fallston, MD

UnscoredModerate · 45
$5,500235,187 mi

Comparison: 45 similar vehicles

Fallston, MD

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

Funkstown, MD

UnscoredInsufficient · 0
$5,990205,515 mi

Funkstown, MD

2013 Nissan NV200 S

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

2013 Nissan NV200 S

Odenton, MD

UnscoredInsufficient · 0
$5,995167,520 mi

Odenton, MD

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

Baltimore, MD

UnscoredModerate · 41
$5,999203,500 mi

Comparison: 41 similar vehicles

Baltimore, MD

2015 Nissan NV200 S

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

2015 Nissan NV200 S

Capitol Heights, MD

UnscoredLimited · 8
$6,000132,788 mi

Comparison: 8 similar vehicles

Capitol Heights, MD

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

Baltimore, MD

UnscoredLimited · 6
$6,400249,670 mi

Comparison: 6 similar vehicles

Baltimore, MD

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

Cockeysville, MD

UnscoredLimited · 10
$6,500187,005 mi

Comparison: 10 similar vehicles

Cockeysville, MD

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

Baltimore, MD

UnscoredModerate · 22
$6,900219,160 mi

Comparison: 22 similar vehicles

Baltimore, MD

2014 Nissan NV Cargo SV

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

2014 Nissan NV Cargo SV

Westminster, MD

UnscoredInsufficient · 0
$6,950158,412 mi

Westminster, MD

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

Capitol Heights, MD

Salvage title
$7,500143,197 mi

Capitol Heights, MD

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

Accokeek, MD

UnscoredInsufficient · 3
$7,799256,045 mi

Comparison: 3 similar vehicles

Accokeek, MD

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

Temple Hills, MD

Fair PriceLimited · 14
$7,99566,576 mi

Market: $4,750 – $14,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Temple Hills, MD

2011 GMC Savana Cargo Base

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

2011 GMC Savana Cargo Base

Capitol Heights, MD

UnscoredInsufficient · 0
$7,999130,250 mi

Capitol Heights, MD

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

Bowie, MD

UnscoredLimited · 6
$8,499111,976 mi

Comparison: 6 similar vehicles

Bowie, MD

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

Pasadena, MD

UnscoredLimited · 6
$8,950250,000 mi

Comparison: 6 similar vehicles

Pasadena, MD

2001 Ford Econoline Van Commercial

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

2001 Ford Econoline Van Commercial

Lansdowne, MD

UnscoredInsufficient · 3
$8,995274,614 mi

Comparison: 3 similar vehicles

Lansdowne, MD

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

Glen Burnie, MD

UnscoredInsufficient · 0
$9,400129,297 mi

Glen Burnie, MD

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

Gaithersburg, MD

UnscoredLimited · 11
$9,500170,725 mi

Comparison: 11 similar vehicles

Gaithersburg, MD

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

Frederick, MD

UnscoredRobust · 69
$9,584174,586 mi

Comparison: 69 similar vehicles

Frederick, MD

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

Kensington, MD

UnscoredLimited · 11
$9,700188,470 mi

Comparison: 11 similar vehicles

Kensington, MD

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

Temple Hills, MD

UnscoredLimited · 7
$9,888170,565 mi

Comparison: 7 similar vehicles

Temple Hills, MD

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

Bowie, MD

UnscoredLimited · 6
$9,900124,474 mi

Comparison: 6 similar vehicles

Bowie, MD

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

Temple Hills, MD

UnscoredRobust · 53
$9,950262,249 mi

Comparison: 53 similar vehicles

Temple Hills, MD

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

Mount Airy, MD

Fair PriceLimited · 10
$9,990113,473 mi

Market: $4,395 – $13,388

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Mount Airy, MD

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

Kingsville, MD

UnscoredLimited · 17
$9,995225,350 mi

Comparison: 17 similar vehicles

Kingsville, MD

2015 Ford Transit Base

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

2015 Ford Transit Base

Hagerstown, MD

UnscoredRobust · 98
$9,995169,575 mi

Comparison: 98 similar vehicles

Hagerstown, MD

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

Edgewood, MD

Fair PriceModerate · 45
$9,99964,916 mi

Market: $3,985 – $20,999

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Edgewood, MD

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

Lanham, MD

UnscoredModerate · 46
$10,292243,922 mi

Comparison: 46 similar vehicles

Lanham, MD

2015 Ford Transit Base

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

2015 Ford Transit Base

Glen Burnie, MD

UnscoredLimited · 12
$10,477172,619 mi

Comparison: 12 similar vehicles

Glen Burnie, MD

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Lanham, MD

UnscoredLimited · 8
$10,886213,117 mi

Comparison: 8 similar vehicles

Lanham, MD

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

Frederick, MD

UnscoredLimited · 5
$10,950169,000 mi

Comparison: 5 similar vehicles

Frederick, MD

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

Temple Hills, MD

Great DealLimited · 14
$10,995108,618 mi

Market: $12,578 – $19,950

Comparison: 14 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Temple Hills, MD

2014 RAM ProMaster Cargo Van Base

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

2014 RAM ProMaster Cargo Van Base

Baltimore, MD

UnscoredModerate · 31
$10,999128,216 mi

Comparison: 31 similar vehicles

Baltimore, MD

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

Hagerstown, MD

UnscoredInsufficient · 0
$11,28852,814 mi

Hagerstown, MD

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

Kensington, MD

UnscoredInsufficient · 0
$11,500177,898 mi

Kensington, MD

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

Pasadena, MD

UnscoredModerate · 22
$11,500196,000 mi

Comparison: 22 similar vehicles

Pasadena, MD

2015 Ford Transit Base

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

2015 Ford Transit Base

Glen Burnie, MD

UnscoredLimited · 12
$11,500176,909 mi

Comparison: 12 similar vehicles

Glen Burnie, MD

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

Jessup, MD

UnscoredLimited · 6
$11,500211,959 mi

Comparison: 6 similar vehicles

Jessup, MD

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

Kensington, MD

UnscoredModerate · 31
$11,600154,225 mi

Comparison: 31 similar vehicles

Kensington, MD

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

Frederick, MD

UnscoredInsufficient · 4
$11,794150,411 mi

Comparison: 4 similar vehicles

Frederick, MD

2019 GMC Savana Cutaway Work Van

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

2019 GMC Savana Cutaway Work Van

Hagerstown, MD

UnscoredLimited · 15
$11,995108,368 mi

Comparison: 15 similar vehicles

Hagerstown, MD

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

Takoma Park, MD

UnscoredModerate · 34
$11,995139,585 mi

Comparison: 34 similar vehicles

Takoma Park, MD

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

Lanham, MD

UnscoredLimited · 19
$12,578222,417 mi

Comparison: 19 similar vehicles

Lanham, MD

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Rockville, MD

UnscoredModerate · 31
$12,581131,078 mi

Comparison: 31 similar vehicles

Rockville, MD

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

Laurel, MD

UnscoredInsufficient · 3
$12,600147,642 mi

Comparison: 3 similar vehicles

Laurel, MD

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

Pasadena, MD

Fair PriceModerate · 23
$12,70099,587 mi

Market: $6,995 – $21,999

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Pasadena, MD

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

Rosedale, MD

UnscoredLimited · 6
$12,845161,411 mi

Comparison: 6 similar vehicles

Rosedale, MD

2016 Mercedes-Benz Metris Cargo Van Base

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

2016 Mercedes-Benz Metris Cargo Van Base

Bowie, MD

UnscoredInsufficient · 4
$12,890134,126 mi

Comparison: 4 similar vehicles

Bowie, MD

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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