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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

709 listings found

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

Nampa, ID

UnscoredInsufficient · 0
$5,995284,571 mi

Nampa, ID

2007 Ford F-350 Super Duty Chassis Cab XLT

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

2007 Ford F-350 Super Duty Chassis Cab XLT

Pocatello, ID

UnscoredInsufficient · 0
$6,995292,158 mi

Pocatello, ID

2015 Ford Transit Base

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

2015 Ford Transit Base

Idaho Falls, ID

UnscoredInsufficient · 0
$7,713201,022 mi

Idaho Falls, ID

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

Nampa, ID

UnscoredInsufficient · 0
$7,998209,228 mi

Nampa, ID

2005 GMC Safari Cargo Base

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

2005 GMC Safari Cargo Base

Ponderay, ID

UnscoredInsufficient · 0
$9,206116,954 mi

Ponderay, ID

2009 Ford F-350 Super Duty Chassis Cab XL

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

2009 Ford F-350 Super Duty Chassis Cab XL

Troy, ID

UnscoredInsufficient · 0
$9,950235,604 mi

Troy, ID

No Photo

2015 Nissan NV Cargo S

Idaho Falls, ID

UnscoredInsufficient · 0
$9,990182,761 mi

Idaho Falls, ID

2016 Nissan NV200 SV

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

2016 Nissan NV200 SV

Twin Falls, ID

UnscoredInsufficient · 0
$9,995156,713 mi

Twin Falls, ID

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

Pocatello, ID

UnscoredInsufficient · 0
$9,995143,439 mi

Pocatello, ID

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

Pocatello, ID

UnscoredLimited · 8
$10,450155,783 mi

Comparison: 8 similar vehicles

Pocatello, ID

2013 Nissan NV Cargo S

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

2013 Nissan NV Cargo S

Coeur d'Alene, ID

UnscoredInsufficient · 0
$10,990167,223 mi

Coeur d'Alene, ID

2013 Ford F-450 Super Duty Chassis Cab XL

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

2013 Ford F-450 Super Duty Chassis Cab XL

Pocatello, ID

UnscoredInsufficient · 0
$11,995144,808 mi

Pocatello, ID

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

Caldwell, ID

UnscoredInsufficient · 0
$11,99993,744 mi

Caldwell, ID

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

Hayden, ID

UnscoredInsufficient · 0
$12,900135,314 mi

Hayden, ID

2018 Nissan NV Cargo S

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

2018 Nissan NV Cargo S

Pocatello, ID

UnscoredInsufficient · 0
$12,995126,577 mi

Pocatello, ID

2014 Ford F-350 Super Duty Chassis Cab XL

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

2014 Ford F-350 Super Duty Chassis Cab XL

Hayden, ID

UnscoredInsufficient · 0
$12,995249,282 mi

Hayden, ID

2014 Ford F-350 Super Duty Chassis Cab XL

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

2014 Ford F-350 Super Duty Chassis Cab XL

Caldwell, ID

UnscoredInsufficient · 0
$12,999216,980 mi

Caldwell, ID

2016 RAM 3500 Chassis Cab Tradesman

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

2016 RAM 3500 Chassis Cab Tradesman

Boise, ID

UnscoredInsufficient · 0
$13,850Mileage not verified

Boise, ID

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

Pocatello, ID

UnscoredInsufficient · 3
$13,900193,769 mi

Comparison: 3 similar vehicles

Pocatello, ID

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

Coeur d'Alene, ID

UnscoredInsufficient · 0
$13,98890,825 mi

Coeur d'Alene, ID

2008 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2008 Chevrolet Silverado 3500 Chassis Cab Work Truck

Arco, ID

UnscoredInsufficient · 0
$13,995229,108 mi

Arco, ID

2006 Dodge Sprinter Van Base

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

2006 Dodge Sprinter Van Base

Boise, ID

UnscoredInsufficient · 0
$13,998244,123 mi

Boise, ID

2019 Chevrolet Express Cutaway Base

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

2019 Chevrolet Express Cutaway Base

Boise, ID

UnscoredInsufficient · 0
$14,498320,809 mi

Boise, ID

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

Meridian, ID

UnscoredLimited · 5
$14,850154,000 mi

Comparison: 5 similar vehicles

Meridian, ID

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

Nampa, ID

UnscoredInsufficient · 0
$14,90083,535 mi

Nampa, ID

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

Meridian, ID

UnscoredInsufficient · 0
$14,950138,701 mi

Meridian, ID

2016 Ford Transit Base

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

2016 Ford Transit Base

Nampa, ID

UnscoredInsufficient · 0
$14,988134,088 mi

Nampa, ID

2015 Ford F-350 Super Duty Chassis Cab XL

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

2015 Ford F-350 Super Duty Chassis Cab XL

Boise, ID

UnscoredInsufficient · 3
$14,98899,927 mi

Comparison: 3 similar vehicles

Boise, ID

2020 Nissan NV200 S

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

2020 Nissan NV200 S

Coeur d'Alene, ID

UnscoredInsufficient · 0
$15,114115,997 mi

Coeur d'Alene, ID

2020 Mercedes-Benz Sprinter Cargo Van Base

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

2020 Mercedes-Benz Sprinter Cargo Van Base

Garden City, ID

UnscoredInsufficient · 0
$15,788169,359 mi

Garden City, ID

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

Nampa, ID

UnscoredLimited · 5
$15,988111,597 mi

Comparison: 5 similar vehicles

Nampa, ID

2016 Ford Transit Base

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

2016 Ford Transit Base

Nampa, ID

UnscoredInsufficient · 0
$15,988128,135 mi

Nampa, ID

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

Nampa, ID

UnscoredInsufficient · 0
$15,98827,599 mi

Nampa, ID

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

Nampa, ID

UnscoredInsufficient · 0
$15,99585,089 mi

Nampa, ID

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

Boise, ID

UnscoredInsufficient · 0
$16,070140,429 mi

Boise, ID

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

Boise, ID

UnscoredInsufficient · 0
$16,295122,203 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$16,295127,901 mi

Boise, ID

2012 Ford F-350 Super Duty Chassis Cab XL

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

2012 Ford F-350 Super Duty Chassis Cab XL

Hayden, ID

UnscoredInsufficient · 0
$16,500186,743 mi

Hayden, ID

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

Boise, ID

UnscoredInsufficient · 0
$16,795127,902 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$16,79583,163 mi

Boise, ID

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

Nampa, ID

UnscoredInsufficient · 0
$16,87597,726 mi

Nampa, ID

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

Hayden, ID

UnscoredInsufficient · 3
$16,90091,989 mi

Comparison: 3 similar vehicles

Hayden, ID

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

Boise, ID

UnscoredLimited · 5
$16,944214,824 mi

Comparison: 5 similar vehicles

Boise, ID

2015 Ford Transit Base

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

2015 Ford Transit Base

Nampa, ID

UnscoredInsufficient · 0
$16,98892,298 mi

Nampa, ID

2013 Ford F-450 Super Duty Chassis Cab XL

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

2013 Ford F-450 Super Duty Chassis Cab XL

Boise, ID

UnscoredInsufficient · 0
$16,988181,043 mi

Boise, ID

2021 Ford Transit Van Base

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

2021 Ford Transit Van Base

Caldwell, ID

UnscoredInsufficient · 0
$16,995168,988 mi

Caldwell, ID

2020 RAM ProMaster Cargo Van Base

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

2020 RAM ProMaster Cargo Van Base

Boise, ID

UnscoredInsufficient · 0
$16,995129,712 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$17,474114,026 mi

Boise, ID

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

Boise, ID

UnscoredInsufficient · 0
$17,795127,144 mi

Boise, ID

2013 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2013 Chevrolet Silverado 3500 Chassis Cab Work Truck

Twin Falls, ID

UnscoredInsufficient · 0
$17,850172,543 mi

Twin Falls, ID

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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