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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

4,661 listings found

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Little Rock, AR

UnscoredInsufficient · 0
$4,900189,566 mi

Little Rock, AR

2006 Mitsubishi Raider DuroCross

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

2006 Mitsubishi Raider DuroCross

Bryant, AR

UnscoredInsufficient · 0
$5,018211,305 mi

Bryant, AR

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

North Little Rock, AR

UnscoredLimited · 19
$5,500Mileage not verified

Comparison: 19 similar vehicles

North Little Rock, AR

2007 Chevrolet Silverado Classic 1500 LS2

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

2007 Chevrolet Silverado Classic 1500 LS2

Lonoke, AR

UnscoredInsufficient · 0
$5,950Mileage not verified

Lonoke, AR

2004 Nissan Titan LE

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

2004 Nissan Titan LE

Bryant, AR

UnscoredInsufficient · 0
$6,110220,156 mi

Bryant, AR

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Little Rock, AR

UnscoredLimited · 8
$6,479321,038 mi

Comparison: 8 similar vehicles

Little Rock, AR

No Photo

2011 Ford F-150 FX4

Jacksonville, AR

UnscoredLimited · 13
$6,700171,638 mi

Comparison: 13 similar vehicles

Jacksonville, AR

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Pine Bluff, AR

UnscoredInsufficient · 0
$6,900261,000 mi

Pine Bluff, AR

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Malvern, AR

UnscoredInsufficient · 3
$6,900200,175 mi

Comparison: 3 similar vehicles

Malvern, AR

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Little Rock, AR

UnscoredInsufficient · 3
$7,124245,211 mi

Comparison: 3 similar vehicles

Little Rock, AR

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Jacksonville, AR

UnscoredLimited · 19
$7,500188,176 mi

Comparison: 19 similar vehicles

Jacksonville, AR

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Jacksonville, AR

UnscoredLimited · 5
$7,500129,109 mi

Comparison: 5 similar vehicles

Jacksonville, AR

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Pine Bluff, AR

UnscoredInsufficient · 0
$7,900142,000 mi

Pine Bluff, AR

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Benton, AR

UnscoredLimited · 5
$7,995145,731 mi

Comparison: 5 similar vehicles

Benton, AR

2012 Chevrolet Silverado 1500 LS

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

2012 Chevrolet Silverado 1500 LS

Benton, AR

UnscoredInsufficient · 0
$7,995200,670 mi

Benton, AR

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Benton, AR

UnscoredInsufficient · 3
$7,995220,073 mi

Comparison: 3 similar vehicles

Benton, AR

2008 Nissan Frontier SE

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

2008 Nissan Frontier SE

Pine Bluff, AR

UnscoredLimited · 9
$7,995223,470 mi

Comparison: 9 similar vehicles

Pine Bluff, AR

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Sherwood, AR

UnscoredInsufficient · 0
$7,995Mileage not verified

Sherwood, AR

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Sherwood, AR

UnscoredInsufficient · 4
$7,995162,178 mi

Comparison: 4 similar vehicles

Sherwood, AR

2012 RAM 1500 Pickup ST

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

2012 RAM 1500 Pickup ST

Jacksonville, AR

UnscoredLimited · 11
$8,500174,989 mi

Comparison: 11 similar vehicles

Jacksonville, AR

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Jacksonville, AR

UnscoredLimited · 8
$8,700203,312 mi

Comparison: 8 similar vehicles

Jacksonville, AR

No Photo

2015 RAM 1500 ST

Jacksonville, AR

UnscoredInsufficient · 0
$8,900203,051 mi

Jacksonville, AR

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Benton, AR

UnscoredInsufficient · 0
$8,995227,499 mi

Benton, AR

2009 Ford F-150 XL

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

2009 Ford F-150 XL

North Little Rock, AR

UnscoredInsufficient · 0
$8,995162,638 mi

North Little Rock, AR

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Sherwood, AR

UnscoredInsufficient · 3
$8,995190,000 mi

Comparison: 3 similar vehicles

Sherwood, AR

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Jacksonville, AR

UnscoredModerate · 20
$9,200184,490 mi

Comparison: 20 similar vehicles

Jacksonville, AR

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Little Rock, AR

UnscoredInsufficient · 3
$9,300185,729 mi

Comparison: 3 similar vehicles

Little Rock, AR

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Little Rock, AR

UnscoredLimited · 10
$9,495324,965 mi

Comparison: 10 similar vehicles

Little Rock, AR

2009 GMC Sierra 1500 SL

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

2009 GMC Sierra 1500 SL

Little Rock, AR

UnscoredInsufficient · 0
$9,495156,501 mi

Little Rock, AR

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Jacksonville, AR

UnscoredLimited · 16
$9,800208,917 mi

Comparison: 16 similar vehicles

Jacksonville, AR

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Little Rock, AR

UnscoredModerate · 20
$9,800150,124 mi

Comparison: 20 similar vehicles

Little Rock, AR

2011 GMC Sierra 1500 SLT

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

2011 GMC Sierra 1500 SLT

Mabelvale, AR

UnscoredLimited · 5
$9,900189,870 mi

Comparison: 5 similar vehicles

Mabelvale, AR

2013 Ford F-150 King Ranch

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

2013 Ford F-150 King Ranch

Little Rock, AR

UnscoredInsufficient · 3
$9,979244,085 mi

Comparison: 3 similar vehicles

Little Rock, AR

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

DeWitt, AR

UnscoredLimited · 9
$9,995208,500 mi

Comparison: 9 similar vehicles

DeWitt, AR

2009 Dodge Ram 2500 Pickup SXT

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

2009 Dodge Ram 2500 Pickup SXT

Redfield, AR

UnscoredInsufficient · 0
$9,995251,688 mi

Redfield, AR

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

White Hall, AR

UnscoredRobust · 92
$10,126272,343 mi

Comparison: 92 similar vehicles

White Hall, AR

2013 RAM 1500 Pickup Laramie Longhorn

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

2013 RAM 1500 Pickup Laramie Longhorn

Little Rock, AR

UnscoredInsufficient · 3
$10,300206,476 mi

Comparison: 3 similar vehicles

Little Rock, AR

2013 GMC Sierra 1500 SLT

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

2013 GMC Sierra 1500 SLT

Sherwood, AR

UnscoredInsufficient · 0
$10,500215,335 mi

Sherwood, AR

2001 Ford Ranger XLT Appearance

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

2001 Ford Ranger XLT Appearance

Malvern, AR

UnscoredInsufficient · 0
$10,70094,106 mi

Malvern, AR

2009 Dodge Ram 1500 Pickup ST

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

2009 Dodge Ram 1500 Pickup ST

Little Rock, AR

UnscoredInsufficient · 0
$10,79565,887 mi

Little Rock, AR

No Photo

2016 RAM 1500 Pickup Sport

Jacksonville, AR

UnscoredLimited · 5
$10,900191,875 mi

Comparison: 5 similar vehicles

Jacksonville, AR

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Malvern, AR

Fair PriceLimited · 10
$10,900112,919 mi

Market: $6,900 – $20,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Malvern, AR

2007 Ford F-350 Super Duty XLT

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

2007 Ford F-350 Super Duty XLT

Pine Bluff, AR

UnscoredInsufficient · 0
$10,940387,736 mi

Pine Bluff, AR

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Benton, AR

UnscoredLimited · 8
$10,995145,207 mi

Comparison: 8 similar vehicles

Benton, AR

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Benton, AR

UnscoredLimited · 6
$10,995164,916 mi

Comparison: 6 similar vehicles

Benton, AR

2010 Honda Ridgeline RTS

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

2010 Honda Ridgeline RTS

Sherwood, AR

UnscoredInsufficient · 0
$10,995182,483 mi

Sherwood, AR

2008 Ford F-150 FX4

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

2008 Ford F-150 FX4

Benton, AR

UnscoredInsufficient · 0
$10,995145,800 mi

Benton, AR

2011 RAM 3500 Pickup Laramie

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

2011 RAM 3500 Pickup Laramie

Fordyce, AR

UnscoredInsufficient · 0
$10,999468,278 mi

Fordyce, AR

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Redfield, AR

UnscoredInsufficient · 0
$11,900176,820 mi

Redfield, AR

2008 Ford F-250 Super Duty Lariat

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

2008 Ford F-250 Super Duty Lariat

Mabelvale, AR

UnscoredInsufficient · 0
$11,900220,100 mi

Mabelvale, AR

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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