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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

37 listings found

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Braidwood, IL

Unscored
$6,990126,301 mi

Comparison: 13 similar vehicles

Braidwood, IL

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Braidwood, IL

Unscored
$9,990124,821 mi

Comparison: 13 similar vehicles

Braidwood, IL

2008 GMC Savana

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

2008 GMC Savana

Braidwood, IL

UnscoredInsufficient · 0
$9,990138,076 mi

Braidwood, IL

2006 Ford Econoline

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

2006 Ford Econoline

Braidwood, IL

UnscoredInsufficient · 0
$9,990201,446 mi

Braidwood, IL

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

Braidwood, IL

Unscored
$10,990170,692 mi

Comparison: 12 similar vehicles

Braidwood, IL

2001 Isuzu NPR

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

2001 Isuzu NPR

Braidwood, IL

UnscoredInsufficient · 0
$10,990118,323 mi

Braidwood, IL

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

Braidwood, IL

Unscored
$11,990105,885 mi

Comparison: 5 similar vehicles

Braidwood, IL

2017 Chevrolet Express Cutaway Base

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

2017 Chevrolet Express Cutaway Base

Braidwood, IL

Fair PriceLimited · 10
$13,99089,069 mi

Market: $13,690 – $20,989

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Braidwood, IL

2013 Ford Econoline

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

2013 Ford Econoline

Braidwood, IL

UnscoredInsufficient · 0
$14,990131,468 mi

Braidwood, IL

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

Braidwood, IL

Unscored
$14,99089,624 mi

Comparison: 6 similar vehicles

Braidwood, IL

2005 GMC C4500

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

2005 GMC C4500

Braidwood, IL

UnscoredInsufficient · 0
$14,990114,778 mi

Braidwood, IL

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

Braidwood, IL

UnscoredInsufficient · 3
$15,99096,702 mi

Comparison: 3 similar vehicles

Braidwood, IL

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

Braidwood, IL

UnscoredInsufficient · 3
$15,990131,255 mi

Comparison: 3 similar vehicles

Braidwood, IL

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

Braidwood, IL

Unscored
$15,990108,233 mi

Comparison: 8 similar vehicles

Braidwood, IL

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

Braidwood, IL

UnscoredInsufficient · 3
$17,990105,477 mi

Comparison: 3 similar vehicles

Braidwood, IL

2016 Ford F-350 Super Duty XL

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

2016 Ford F-350 Super Duty XL

Braidwood, IL

Fair PriceLimited · 12
$19,99078,535 mi

Market: $15,995 – $34,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Braidwood, IL

2011 Ford F-350 Super Duty Chassis Cab XL

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

2011 Ford F-350 Super Duty Chassis Cab XL

Braidwood, IL

UnscoredInsufficient · 0
$20,99075,107 mi

Braidwood, IL

2017 Ford E-Series Cutaway Base

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

2017 Ford E-Series Cutaway Base

Braidwood, IL

Unscored
$21,990129,005 mi

Comparison: 7 similar vehicles

Braidwood, IL

2012 Chevrolet Express G3500

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

2012 Chevrolet Express G3500

Braidwood, IL

UnscoredInsufficient · 0
$21,990108,170 mi

Braidwood, IL

2007 Ford F-550

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

2007 Ford F-550

Braidwood, IL

UnscoredInsufficient · 0
$22,99041,088 mi

Braidwood, IL

2017 Ford E-Series Cutaway Base

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

2017 Ford E-Series Cutaway Base

Braidwood, IL

Unscored
$23,990120,499 mi

Comparison: 7 similar vehicles

Braidwood, IL

2016 Ford F-550

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

2016 Ford F-550

Braidwood, IL

UnscoredInsufficient · 0
$23,99077,171 mi

Braidwood, IL

2016 GMC Savana Cutaway Work Van

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

2016 GMC Savana Cutaway Work Van

Braidwood, IL

UnscoredInsufficient · 0
$24,99051,080 mi

Braidwood, IL

2011 Isuzu NPR

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

2011 Isuzu NPR

Braidwood, IL

UnscoredInsufficient · 0
$24,990107,990 mi

Braidwood, IL

2006 Chevrolet C4500

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

2006 Chevrolet C4500

Braidwood, IL

UnscoredInsufficient · 0
$24,99065,972 mi

Braidwood, IL

2015 Ford F-450 Super Duty Chassis Cab XLT

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

2015 Ford F-450 Super Duty Chassis Cab XLT

Braidwood, IL

UnscoredInsufficient · 4
$25,990156,620 mi

Comparison: 4 similar vehicles

Braidwood, IL

2016 Chevrolet Low Cab Forward Base

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

2016 Chevrolet Low Cab Forward Base

Braidwood, IL

UnscoredInsufficient · 0
$26,99073,898 mi

Braidwood, IL

2017 Ford F-550

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

2017 Ford F-550

Braidwood, IL

UnscoredInsufficient · 0
$27,990190,145 mi

Braidwood, IL

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

Braidwood, IL

UnscoredInsufficient · 3
$27,99090,798 mi

Comparison: 3 similar vehicles

Braidwood, IL

2016 Ford F-450 Super Duty Chassis Cab XL

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

2016 Ford F-450 Super Duty Chassis Cab XL

Braidwood, IL

Unscored
$29,990105,708 mi

Comparison: 8 similar vehicles

Braidwood, IL

2016 Chevrolet Low Cab Forward Base

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

2016 Chevrolet Low Cab Forward Base

Braidwood, IL

UnscoredInsufficient · 0
$29,99083,258 mi

Braidwood, IL

2015 Isuzu NPR HD

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

2015 Isuzu NPR HD

Braidwood, IL

UnscoredInsufficient · 0
$29,990102,974 mi

Braidwood, IL

2020 Chevrolet Express Cutaway Base

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

2020 Chevrolet Express Cutaway Base

Braidwood, IL

Fair PriceLimited · 14
$34,99096,629 mi

Market: $18,500 – $34,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Braidwood, IL

2020 Chevrolet Express Cutaway Base

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

2020 Chevrolet Express Cutaway Base

Braidwood, IL

Fair PriceLimited · 14
$34,99070,241 mi

Market: $18,500 – $34,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Braidwood, IL

2020 Isuzu NPR HD

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

2020 Isuzu NPR HD

Braidwood, IL

UnscoredInsufficient · 0
$34,99057,930 mi

Braidwood, IL

2018 Ford F-650

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

2018 Ford F-650

Braidwood, IL

UnscoredInsufficient · 0
$36,99040,452 mi

Braidwood, IL

2016 RAM 5500

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

2016 RAM 5500

Braidwood, IL

UnscoredInsufficient · 0
$49,990132,625 mi

Braidwood, IL

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 recently 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.
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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