Skip to main content
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 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,020 listings found

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 · 3
$6,900261,000 mi

Comparison: 3 similar vehicles

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 · 3
$7,900142,000 mi

Comparison: 3 similar vehicles

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

Unscored
$7,995223,470 mi

Comparison: 10 similar vehicles

Pine Bluff, AR

2012 Ford F-150 XL

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

2012 Ford F-150 XL

DeWitt, AR

Unscored
$9,995155,281 mi

Comparison: 7 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

Unscored
$10,126272,343 mi

Comparison: 114 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

Unscored
$11,995132,956 mi

Comparison: 6 similar vehicles

DeWitt, AR

2017 Nissan Titan S

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

2017 Nissan Titan S

Greenville, MS

UnscoredInsufficient · 0
$12,958168,168 mi

Greenville, MS

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Pine Bluff, AR

Unscored
$12,995155,413 mi

Comparison: 40 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

Unscored
$13,548205,817 mi

Comparison: 25 similar vehicles

White Hall, AR

2022 Chevrolet Colorado LT

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

2022 Chevrolet Colorado LT

Greenville, MS

Unscored
$14,995121,658 mi

Comparison: 104 similar vehicles

Greenville, MS

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

Unscored
$14,995158,015 mi

Comparison: 8 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

Unscored
$14,995131,011 mi

Comparison: 52 similar vehicles

Pine Bluff, AR

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Cleveland, MS

UnscoredInsufficient · 4
$15,373175,884 mi

Comparison: 4 similar vehicles

Cleveland, MS

2008 GMC Sierra 2500HD SLT

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

2008 GMC Sierra 2500HD SLT

Cleveland, MS

UnscoredInsufficient · 0
$15,424230,350 mi

Cleveland, MS

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Stuttgart, AR

Unscored
$15,776137,413 mi

Comparison: 35 similar vehicles

Stuttgart, AR

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Stuttgart, AR

Unscored
$16,893176,845 mi

Comparison: 119 similar vehicles

Stuttgart, 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

Unscored
$16,995212,701 mi

Comparison: 46 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

Unscored
$16,995190,077 mi

Comparison: 48 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

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

UnscoredInsufficient · 3
$17,056128,341 mi

Comparison: 3 similar vehicles

White Hall, AR

2018 RAM 1500 Pickup Tradesman

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

2018 RAM 1500 Pickup Tradesman

Dumas, AR

Unscored
$17,574122,000 mi

Comparison: 47 similar vehicles

Dumas, AR

2020 Nissan Frontier SV

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

2020 Nissan Frontier SV

Greenville, MS

Great DealModerate · 36
$17,76059,344 mi

Market: $21,500 – $23,155

Comparison: 36 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Greenville, MS

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

White Hall, AR

Unscored
$18,053138,919 mi

Comparison: 49 similar vehicles

White Hall, AR

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

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

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

Dumas, AR

UnscoredInsufficient · 3
$18,100115,000 mi

Comparison: 3 similar vehicles

Dumas, AR

2020 Nissan Frontier SV

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

2020 Nissan Frontier SV

Greenville, MS

UnscoredInsufficient · 3
$18,290110,842 mi

Comparison: 3 similar vehicles

Greenville, MS

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Stuttgart, AR

Unscored
$18,637151,338 mi

Comparison: 75 similar vehicles

Stuttgart, 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

Greenville, MS

Fair PriceModerate · 45
$18,660106,855 mi

Market: $7,517 – $19,995

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Greenville, MS

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

Unscored
$18,997124,722 mi

Comparison: 27 similar vehicles

Pine Bluff, AR

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Cleveland, MS

Unscored
$19,495155,651 mi

Comparison: 91 similar vehicles

Cleveland, MS

2013 Ford F-250 Super Duty XLT

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

2013 Ford F-250 Super Duty XLT

Greenville, MS

UnscoredInsufficient · 0
$19,950134,943 mi

Greenville, MS

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Greenville, MS

Unscored
$19,995160,451 mi

Comparison: 37 similar vehicles

Greenville, MS

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

Pine Bluff, AR

Fair PriceModerate · 20
$20,053112,929 mi

Market: $14,999 – $22,127

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Pine Bluff, 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 · 144
$20,371112,774 mi

Market: $11,750 – $29,999

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Stuttgart, AR

2017 Chevrolet Silverado 1500 LTZ

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

2017 Chevrolet Silverado 1500 LTZ

Greenville, MS

Unscored
$20,780154,962 mi

Comparison: 14 similar vehicles

Greenville, MS

2023 Nissan Frontier S

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

2023 Nissan Frontier S

Greenville, MS

UnscoredInsufficient · 0
$21,00761,050 mi

Greenville, MS

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

Unscored
$21,595102,758 mi

Comparison: 5 similar vehicles

White Hall, 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

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

Greenville, MS

Fair PriceModerate · 20
$21,94468,630 mi

Market: $14,999 – $22,127

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Greenville, MS

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Cleveland, MS

Unscored
$21,945186,251 mi

Comparison: 16 similar vehicles

Cleveland, MS

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Cleveland, MS

UnscoredInsufficient · 3
$21,986142,020 mi

Comparison: 3 similar vehicles

Cleveland, MS

2022 Toyota Tundra 1794 Edition

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

2022 Toyota Tundra 1794 Edition

Monticello, AR

Unscored
$22,084206,557 mi

Comparison: 17 similar vehicles

Monticello, AR

2022 Hyundai Santa Cruz SEL Premium

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

2022 Hyundai Santa Cruz SEL Premium

Greenville, MS

UnscoredInsufficient · 0
$22,38749,764 mi

Greenville, MS

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

Unscored
$22,431134,874 mi

Comparison: 17 similar vehicles

Stuttgart, AR

2021 Chevrolet Silverado 1500 Custom

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

2021 Chevrolet Silverado 1500 Custom

Cleveland, MS

UnscoredInsufficient · 3
$22,814114,599 mi

Comparison: 3 similar vehicles

Cleveland, MS

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Pine Bluff, AR

Unscored
$22,997137,839 mi

Comparison: 110 similar vehicles

Pine Bluff, AR

2020 Toyota Tundra SR

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

2020 Toyota Tundra SR

Greenville, MS

UnscoredInsufficient · 3
$22,999161,318 mi

Comparison: 3 similar vehicles

Greenville, 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

Fair PriceRobust · 167
$23,00072,997 mi

Market: $12,993 – $30,870

Comparison: 167 similar vehicles

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

Stuttgart, AR

2020 GMC Sierra 1500 SLE

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

2020 GMC Sierra 1500 SLE

Greenville, MS

Unscored
$23,326124,007 mi

Comparison: 31 similar vehicles

Greenville, MS

2020 Nissan Frontier SV

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

2020 Nissan Frontier SV

Cleveland, MS

UnscoredInsufficient · 0
$23,41245,426 mi

Cleveland, MS

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.