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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

2,047 listings found

2002 Ford Econoline Van Commercial

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

2002 Ford Econoline Van Commercial

Phoenix, AZ

UnscoredInsufficient · 0
$3,995211,792 mi

Phoenix, AZ

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

Chandler, AZ

UnscoredInsufficient · 0
$4,900158,815 mi

Chandler, AZ

2016 Chevrolet City Express 1LT

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

2016 Chevrolet City Express 1LT

Phoenix, AZ

UnscoredInsufficient · 0
$4,995240,496 mi

Phoenix, AZ

2000 Dodge Ram Van Base

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

2000 Dodge Ram Van Base

Tucson, AZ

UnscoredInsufficient · 0
$4,997107,944 mi

Tucson, AZ

2005 Chevrolet Astro Cargo Base

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

2005 Chevrolet Astro Cargo Base

Tucson, AZ

UnscoredInsufficient · 0
$4,999168,039 mi

Tucson, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$5,495216,949 mi

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$6,495258,463 mi

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$6,500185,109 mi

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$6,750201,000 mi

Phoenix, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$6,797306,261 mi

Tucson, AZ

2006 GMC Savana Cargo Base

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

2006 GMC Savana Cargo Base

Phoenix, AZ

UnscoredInsufficient · 0
$7,200127,285 mi

Phoenix, AZ

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

Prescott, AZ

UnscoredInsufficient · 0
$7,299377,239 mi

Prescott, AZ

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

Mesa, AZ

UnscoredInsufficient · 0
$7,500199,492 mi

Mesa, AZ

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

Prescott, AZ

UnscoredInsufficient · 3
$7,699420,810 mi

Comparison: 3 similar vehicles

Prescott, AZ

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Phoenix, AZ

UnscoredInsufficient · 0
$7,755147,744 mi

Phoenix, AZ

2016 Ford Transit Base

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

2016 Ford Transit Base

Phoenix, AZ

UnscoredLimited · 8
$7,950176,963 mi

Comparison: 8 similar vehicles

Phoenix, AZ

2005 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2005 Chevrolet Silverado 3500 Chassis Cab Work Truck

Tucson, AZ

UnscoredInsufficient · 0
$7,988185,000 mi

Tucson, AZ

2018 GMC Savana Cutaway Work Van

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

2018 GMC Savana Cutaway Work Van

Phoenix, AZ

UnscoredInsufficient · 0
$7,995229,388 mi

Phoenix, AZ

2008 Chevrolet Uplander Cargo

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

2008 Chevrolet Uplander Cargo

Casa Grande, AZ

UnscoredInsufficient · 0
$8,495199,501 mi

Casa Grande, AZ

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Phoenix, AZ

UnscoredLimited · 11
$8,500219,874 mi

Comparison: 11 similar vehicles

Phoenix, AZ

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

Phoenix, AZ

UnscoredLimited · 9
$8,500203,613 mi

Comparison: 9 similar vehicles

Phoenix, AZ

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

Mesa, AZ

UnscoredInsufficient · 0
$8,500174,569 mi

Mesa, AZ

2020 Nissan NV200 SV

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

2020 Nissan NV200 SV

Mesa, AZ

UnscoredInsufficient · 4
$8,580173,075 mi

Comparison: 4 similar vehicles

Mesa, AZ

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

Chandler, AZ

UnscoredInsufficient · 3
$8,727159,295 mi

Comparison: 3 similar vehicles

Chandler, AZ

2018 Nissan NV200 SV

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

2018 Nissan NV200 SV

Phoenix, AZ

UnscoredInsufficient · 0
$8,798169,328 mi

Phoenix, AZ

2016 Ford Transit Base

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

2016 Ford Transit Base

Phoenix, AZ

UnscoredLimited · 8
$8,950223,366 mi

Comparison: 8 similar vehicles

Phoenix, AZ

2006 GMC Sierra 3500 Chassis Cab Work Truck

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

2006 GMC Sierra 3500 Chassis Cab Work Truck

Phoenix, AZ

UnscoredInsufficient · 0
$8,950166,173 mi

Phoenix, AZ

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

Mesa, AZ

UnscoredLimited · 10
$8,977339,489 mi

Comparison: 10 similar vehicles

Mesa, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$8,999185,680 mi

Phoenix, AZ

2000 Chevrolet Express Cargo Base

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

2000 Chevrolet Express Cargo Base

Phoenix, AZ

UnscoredInsufficient · 0
$8,99979,606 mi

Phoenix, AZ

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Phoenix, AZ

UnscoredLimited · 11
$9,500184,814 mi

Comparison: 11 similar vehicles

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$9,550197,000 mi

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$9,680144,114 mi

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 4
$9,900149,150 mi

Comparison: 4 similar vehicles

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 4
$9,975147,539 mi

Comparison: 4 similar vehicles

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 4
$9,995223,521 mi

Comparison: 4 similar vehicles

Phoenix, AZ

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

Phoenix, AZ

UnscoredInsufficient · 0
$9,995206,281 mi

Phoenix, AZ

2007 Chevrolet Silverado Classic 3500 Chassis Cab Work Truck

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

2007 Chevrolet Silverado Classic 3500 Chassis Cab Work Truck

Phoenix, AZ

UnscoredInsufficient · 0
$9,995164,987 mi

Phoenix, AZ

2006 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2006 Chevrolet Silverado 3500 Chassis Cab Work Truck

Casa Grande, AZ

UnscoredInsufficient · 0
$10,495152,428 mi

Casa Grande, AZ

2019 Nissan NV200 S

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

2019 Nissan NV200 S

Yuma, AZ

UnscoredInsufficient · 4
$10,900199,994 mi

Comparison: 4 similar vehicles

Yuma, AZ

2019 Nissan NV200 S

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

2019 Nissan NV200 S

Prescott, AZ

UnscoredInsufficient · 4
$10,949127,980 mi

Comparison: 4 similar vehicles

Prescott, AZ

2021 Nissan NV200 SV

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

2021 Nissan NV200 SV

Somerton, AZ

UnscoredLimited · 7
$10,995179,901 mi

Comparison: 7 similar vehicles

Somerton, AZ

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

Phoenix, AZ

UnscoredLimited · 9
$10,995166,625 mi

Comparison: 9 similar vehicles

Phoenix, AZ

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

Mesa, AZ

UnscoredLimited · 9
$10,995169,160 mi

Comparison: 9 similar vehicles

Mesa, AZ

2016 Ford Transit Base

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

2016 Ford Transit Base

Phoenix, AZ

UnscoredLimited · 8
$10,995165,161 mi

Comparison: 8 similar vehicles

Phoenix, AZ

2007 Dodge Sprinter Van Base

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

2007 Dodge Sprinter Van Base

Tempe, AZ

UnscoredInsufficient · 0
$10,99594,268 mi

Tempe, AZ

2006 GMC Sierra 3500 Chassis Cab Work Truck

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

2006 GMC Sierra 3500 Chassis Cab Work Truck

Casa Grande, AZ

UnscoredInsufficient · 0
$10,995181,027 mi

Casa Grande, AZ

2005 GMC Sierra 3500 Chassis Cab Work Truck

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

2005 GMC Sierra 3500 Chassis Cab Work Truck

Casa Grande, AZ

UnscoredInsufficient · 0
$10,995173,181 mi

Casa Grande, AZ

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

Tucson, AZ

UnscoredLimited · 5
$10,999130,077 mi

Comparison: 5 similar vehicles

Tucson, AZ

2015 RAM 3500 Chassis Cab Tradesman

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

2015 RAM 3500 Chassis Cab Tradesman

Phoenix, AZ

UnscoredInsufficient · 0
$11,000176,667 mi

Phoenix, AZ

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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