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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

442 listings found

2001 Chevrolet Express Base

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

2001 Chevrolet Express Base

Van Buren, AR

UnscoredInsufficient · 0
$3,200450,000 mi

Van Buren, AR

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

Bryant, AR

UnscoredInsufficient · 0
$3,630217,257 mi

Bryant, AR

2001 Chevrolet Express Base

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

2001 Chevrolet Express Base

North Little Rock, AR

UnscoredInsufficient · 0
$5,999138,326 mi

North Little Rock, AR

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

Springdale, AR

Unscored
$6,599237,420 mi

Comparison: 12 similar vehicles

Springdale, AR

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

Marion, AR

UnscoredInsufficient · 4
$6,900273,626 mi

Comparison: 4 similar vehicles

Marion, AR

2020 GMC Savana Cargo Work Van

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

2020 GMC Savana Cargo Work Van

Forrest City, AR

Unscored
$6,950255,000 mi

Comparison: 7 similar vehicles

Forrest City, AR

2013 Ford E-Series Econoline Wagon XL

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

2013 Ford E-Series Econoline Wagon XL

Cabot, AR

UnscoredInsufficient · 0
$6,977184,000 mi

Cabot, AR

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

Cabot, AR

UnscoredInsufficient · 0
$6,99577,687 mi

Cabot, AR

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

Forrest City, AR

Unscored
$7,950214,105 mi

Comparison: 8 similar vehicles

Forrest City, AR

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

Cabot, AR

UnscoredInsufficient · 0
$7,995198,739 mi

Cabot, AR

2001 Dodge Ram Wagon Base

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

2001 Dodge Ram Wagon Base

Leachville, AR

UnscoredInsufficient · 0
$7,995126,189 mi

Leachville, AR

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

Little Rock, AR

UnscoredInsufficient · 0
$8,000461,985 mi

Little Rock, AR

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

Greenbrier, AR

UnscoredInsufficient · 3
$8,900194,914 mi

Comparison: 3 similar vehicles

Greenbrier, AR

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

Cave City, AR

UnscoredInsufficient · 0
$8,900115,977 mi

Cave City, AR

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Conway, AR

Unscored
$8,900101,000 mi

Comparison: 5 similar vehicles

Conway, AR

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

Bono, AR

Unscored
$8,900187,096 mi

Comparison: 10 similar vehicles

Bono, AR

2020 RAM Promaster City SLT

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

2020 RAM Promaster City SLT

Cabot, AR

UnscoredInsufficient · 0
$8,995221,136 mi

Cabot, AR

2017 Nissan NV Cargo S

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

2017 Nissan NV Cargo S

Harrison, AR

UnscoredInsufficient · 0
$8,995148,922 mi

Harrison, AR

2017 RAM Promaster City SLT

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

2017 RAM Promaster City SLT

Rogers, AR

Unscored
$8,999125,443 mi

Comparison: 5 similar vehicles

Rogers, AR

2015 Ford Transit Base

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

2015 Ford Transit Base

Conway, AR

UnscoredInsufficient · 0
$8,999208,123 mi

Conway, AR

2016 Ford Transit Connect XL

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

2016 Ford Transit Connect XL

Conway, AR

UnscoredInsufficient · 0
$9,900148,838 mi

Conway, AR

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

Cabot, AR

UnscoredInsufficient · 0
$9,900270,743 mi

Cabot, AR

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

Bryant, AR

UnscoredInsufficient · 0
$9,90057,603 mi

Bryant, AR

2017 Nissan NV200 S

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

2017 Nissan NV200 S

Springdale, AR

UnscoredInsufficient · 0
$9,95089,000 mi

Springdale, AR

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

Springdale, AR

UnscoredInsufficient · 3
$9,999220,506 mi

Comparison: 3 similar vehicles

Springdale, AR

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

Little Rock, AR

Unscored
$10,124154,003 mi

Comparison: 6 similar vehicles

Little Rock, AR

2016 Ford Transit Connect XL

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

2016 Ford Transit Connect XL

Siloam Springs, AR

Unscored
$10,800114,639 mi

Comparison: 5 similar vehicles

Siloam Springs, AR

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

Russellville, AR

UnscoredInsufficient · 0
$10,895181,860 mi

Russellville, AR

2017 RAM Promaster City SLT

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

2017 RAM Promaster City SLT

Springdale, AR

Unscored
$10,999131,936 mi

Comparison: 5 similar vehicles

Springdale, AR

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

West Memphis, AR

UnscoredInsufficient · 4
$11,500151,305 mi

Comparison: 4 similar vehicles

West Memphis, AR

2012 Ford Transit Connect XLT

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

2012 Ford Transit Connect XLT

Fort Smith, AR

Unscored
$11,500202,358 mi

Comparison: 7 similar vehicles

Fort Smith, AR

2022 RAM Promaster City Base

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

2022 RAM Promaster City Base

Ash Flat, AR

Unscored
$11,900144,352 mi

Comparison: 17 similar vehicles

Ash Flat, AR

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

Austin, AR

Unscored
$11,900218,298 mi

Comparison: 32 similar vehicles

Austin, AR

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

Little Rock, AR

UnscoredInsufficient · 0
$11,90085,824 mi

Little Rock, AR

2017 RAM Promaster City SLT

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

2017 RAM Promaster City SLT

Fort Smith, AR

Unscored
$11,950103,311 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Springdale, AR

Fair PriceLimited · 14
$11,95092,000 mi

Market: $6,999 – $14,950

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Springdale, AR

2020 Ford Transit Passenger Van XL

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

2020 Ford Transit Passenger Van XL

Mena, AR

UnscoredInsufficient · 0
$11,995186,916 mi

Mena, AR

2016 Ford Transit XLT

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

2016 Ford Transit XLT

De Queen, AR

Unscored
$11,995192,065 mi

Comparison: 7 similar vehicles

De Queen, AR

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Sherwood, AR

Unscored
$11,995117,974 mi

Comparison: 5 similar vehicles

Sherwood, AR

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

Hope, AR

UnscoredInsufficient · 0
$12,500158,335 mi

Hope, AR

2021 Ford Transit Connect XL

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

2021 Ford Transit Connect XL

Siloam Springs, AR

Fair PriceLimited · 13
$12,900105,560 mi

Market: $13,190 – $21,500

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 85 days listed (based on current market benchmarks)

Siloam Springs, AR

2017 Chevrolet Express Passenger LS

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

2017 Chevrolet Express Passenger LS

Mabelvale, AR

UnscoredInsufficient · 0
$12,900171,080 mi

Mabelvale, AR

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

Springdale, AR

Unscored
$12,950140,000 mi

Comparison: 5 similar vehicles

Springdale, AR

2015 Chevrolet City Express 1LT

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

2015 Chevrolet City Express 1LT

Benton, AR

UnscoredInsufficient · 0
$12,99598,731 mi

Benton, AR

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

Harrison, AR

UnscoredInsufficient · 0
$13,500176,096 mi

Harrison, AR

2022 Mercedes-Benz Metris Cargo Van Base

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

2022 Mercedes-Benz Metris Cargo Van Base

Austin, AR

UnscoredInsufficient · 0
$13,900139,920 mi

Austin, AR

2016 Chevrolet Express Passenger LS

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

2016 Chevrolet Express Passenger LS

Fayetteville, AR

UnscoredInsufficient · 3
$13,900240,000 mi

Comparison: 3 similar vehicles

Fayetteville, AR

2016 Ford Transit Connect XLT

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

2016 Ford Transit Connect XLT

Fort Smith, AR

UnscoredInsufficient · 0
$13,900270,800 mi

Fort Smith, AR

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

Little Rock, AR

Unscored
$13,90061,000 mi

Comparison: 7 similar vehicles

Little Rock, AR

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

West Memphis, AR

UnscoredInsufficient · 3
$13,99094,265 mi

Comparison: 3 similar vehicles

West Memphis, AR

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.
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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