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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

562 listings found

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

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

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

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

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Des Arc, AR

UnscoredInsufficient · 3
$7,999303,458 mi

Comparison: 3 similar vehicles

Des Arc, 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

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

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

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

DeWitt, AR

UnscoredLimited · 8
$11,995132,956 mi

Comparison: 8 similar vehicles

DeWitt, AR

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

DeWitt, AR

UnscoredLimited · 6
$14,995158,015 mi

Comparison: 6 similar vehicles

DeWitt, AR

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Pine Bluff, AR

UnscoredModerate · 28
$14,995131,011 mi

Comparison: 28 similar vehicles

Pine Bluff, AR

2017 Chevrolet Silverado 1500 LTZ Z71

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

2017 Chevrolet Silverado 1500 LTZ Z71

White Hall, AR

UnscoredLimited · 19
$15,023205,817 mi

Comparison: 19 similar vehicles

White Hall, AR

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Des Arc, AR

UnscoredLimited · 8
$15,706153,445 mi

Comparison: 8 similar vehicles

Des Arc, AR

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

Star City, AR

UnscoredInsufficient · 0
$16,500185,500 mi

Star City, AR

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

DeWitt, AR

UnscoredModerate · 24
$16,995212,701 mi

Comparison: 24 similar vehicles

DeWitt, AR

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

DeWitt, AR

UnscoredModerate · 40
$16,995190,077 mi

Comparison: 40 similar vehicles

DeWitt, AR

2011 GMC Sierra 1500 SL

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

2011 GMC Sierra 1500 SL

DeWitt, AR

UnscoredInsufficient · 0
$16,995184,288 mi

DeWitt, 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

White Hall, AR

Fair PriceRobust · 74
$17,12998,817 mi

Market: $10,500 – $30,690

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

White Hall, AR

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

White Hall, AR

UnscoredModerate · 23
$18,126128,343 mi

Comparison: 23 similar vehicles

White Hall, AR

2017 Chevrolet Colorado Z71

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

2017 Chevrolet Colorado Z71

Pine Bluff, AR

UnscoredModerate · 25
$18,997124,722 mi

Comparison: 25 similar vehicles

Pine Bluff, AR

2016 GMC Canyon SLT

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

2016 GMC Canyon SLT

Des Arc, AR

UnscoredLimited · 7
$19,12599,790 mi

Comparison: 7 similar vehicles

Des Arc, AR

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Des Arc, AR

Fair PriceModerate · 25
$19,56885,777 mi

Market: $13,769 – $23,044

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Des Arc, AR

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

White Hall, AR

Fair PriceLimited · 14
$20,053112,929 mi

Market: $14,999 – $23,628

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

White Hall, AR

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Stuttgart, AR

Fair PriceRobust · 132
$20,371112,774 mi

Market: $11,750 – $28,950

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Stuttgart, AR

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Cleveland, MS

UnscoredModerate · 43
$20,995165,312 mi

Comparison: 43 similar vehicles

Cleveland, MS

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Stuttgart, AR

Fair PriceRobust · 180
$21,000102,528 mi

Market: $13,990 – $36,497

Comparison: 180 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Stuttgart, AR

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

White Hall, AR

UnscoredLimited · 7
$21,595102,744 mi

Comparison: 7 similar vehicles

White Hall, AR

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Des Arc, AR

Fair PriceRobust · 79
$21,635113,065 mi

Market: $12,850 – $30,950

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Des Arc, AR

2018 Ford F-350 Super Duty Chassis Cab XL

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

2018 Ford F-350 Super Duty Chassis Cab XL

Des Arc, AR

UnscoredInsufficient · 4
$21,650159,765 mi

Comparison: 4 similar vehicles

Des Arc, AR

2015 RAM 2500 Pickup SLT

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

2015 RAM 2500 Pickup SLT

Des Arc, AR

UnscoredInsufficient · 3
$21,741101,913 mi

Comparison: 3 similar vehicles

Des Arc, AR

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Cleveland, MS

UnscoredInsufficient · 4
$21,798153,137 mi

Comparison: 4 similar vehicles

Cleveland, MS

2021 RAM 1500 Pickup Tradesman

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

2021 RAM 1500 Pickup Tradesman

Pine Bluff, AR

UnscoredInsufficient · 4
$21,99969,588 mi

Comparison: 4 similar vehicles

Pine Bluff, AR

2023 RAM 1500 Pickup Tradesman

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

2023 RAM 1500 Pickup Tradesman

Des Arc, AR

UnscoredLimited · 5
$22,11592,196 mi

Comparison: 5 similar vehicles

Des Arc, AR

2021 Nissan Titan Platinum Reserve

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

2021 Nissan Titan Platinum Reserve

Stuttgart, AR

UnscoredLimited · 9
$22,431134,871 mi

Comparison: 9 similar vehicles

Stuttgart, AR

2020 GMC Canyon Denali

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

2020 GMC Canyon Denali

Des Arc, AR

UnscoredLimited · 7
$22,726107,717 mi

Comparison: 7 similar vehicles

Des Arc, AR

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Cleveland, MS

UnscoredLimited · 9
$22,738153,364 mi

Comparison: 9 similar vehicles

Cleveland, MS

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Stuttgart, AR

UnscoredInsufficient · 3
$23,00072,997 mi

Comparison: 3 similar vehicles

Stuttgart, AR

2020 GMC Sierra 2500HD SLE

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

2020 GMC Sierra 2500HD SLE

Stuttgart, AR

UnscoredInsufficient · 0
$23,400163,749 mi

Stuttgart, AR

2021 Jeep Gladiator Sport S

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

2021 Jeep Gladiator Sport S

England, AR

UnscoredInsufficient · 4
$24,12984,835 mi

Comparison: 4 similar vehicles

England, AR

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Stuttgart, AR

UnscoredModerate · 45
$24,147159,125 mi

Comparison: 45 similar vehicles

Stuttgart, AR

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Pine Bluff, AR

Fair PriceRobust · 196
$24,47599,649 mi

Market: $17,420 – $34,266

Comparison: 196 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Pine Bluff, AR

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Des Arc, AR

Fair PriceLimited · 17
$24,505116,150 mi

Market: $19,000 – $29,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Des Arc, AR

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Stuttgart, AR

Fair PriceRobust · 98
$24,560112,778 mi

Market: $18,950 – $88,866

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Stuttgart, AR

2016 RAM 1500 Pickup Sport

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

2016 RAM 1500 Pickup Sport

Des Arc, AR

UnscoredInsufficient · 4
$24,79267,097 mi

Comparison: 4 similar vehicles

Des Arc, AR

2020 Chevrolet Silverado 1500 High Country

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

2020 Chevrolet Silverado 1500 High Country

Stuttgart, AR

UnscoredModerate · 32
$24,867164,316 mi

Comparison: 32 similar vehicles

Stuttgart, AR

2024 Hyundai Santa Cruz Night

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

2024 Hyundai Santa Cruz Night

White Hall, AR

UnscoredInsufficient · 0
$24,90017,551 mi

White Hall, AR

2022 Chevrolet Silverado 1500 LT

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

2022 Chevrolet Silverado 1500 LT

White Hall, AR

UnscoredRobust · 96
$24,900120,474 mi

Comparison: 96 similar vehicles

White Hall, AR

No Photo

2017 GMC Sierra 1500 SLE

Des Arc, AR

UnscoredLimited · 8
$24,92361,288 mi

Comparison: 8 similar vehicles

Des Arc, AR

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Des Arc, AR

Fair PriceLimited · 17
$24,99690,343 mi

Market: $19,000 – $29,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Des Arc, AR

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Des Arc, AR

UnscoredLimited · 8
$24,99975,649 mi

Comparison: 8 similar vehicles

Des Arc, 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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