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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 22, 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

1,183 listings found

2013 Nissan Frontier S

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

2013 Nissan Frontier S

Russellville, AR

UnscoredInsufficient · 0
$7,500129,187 mi

Russellville, AR

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Hot Springs, AR

UnscoredModerate · 25
$7,999143,213 mi

Comparison: 25 similar vehicles

Hot Springs, AR

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Hot Springs, AR

UnscoredLimited · 15
$8,809132,279 mi

Comparison: 15 similar vehicles

Hot Springs, AR

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Hot Springs, AR

UnscoredLimited · 19
$8,900205,709 mi

Comparison: 19 similar vehicles

Hot Springs, AR

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Hot Springs, AR

UnscoredInsufficient · 0
$9,99984,991 mi

Hot Springs, AR

2001 Ford F-250 Super Duty XL

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

2001 Ford F-250 Super Duty XL

Paris, AR

UnscoredInsufficient · 0
$10,904321,618 mi

Paris, AR

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Hot Springs, AR

UnscoredLimited · 9
$11,50067,637 mi

Comparison: 9 similar vehicles

Hot Springs, AR

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Hot Springs, AR

UnscoredModerate · 44
$11,900182,275 mi

Comparison: 44 similar vehicles

Hot Springs, AR

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Ozark, AR

UnscoredLimited · 11
$11,995177,313 mi

Comparison: 11 similar vehicles

Ozark, AR

2017 RAM 1500 Pickup SLT

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

2017 RAM 1500 Pickup SLT

Hot Springs, AR

UnscoredLimited · 6
$11,999153,581 mi

Comparison: 6 similar vehicles

Hot Springs, AR

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Hot Springs, AR

UnscoredModerate · 33
$12,215177,321 mi

Comparison: 33 similar vehicles

Hot Springs, 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

Hot Springs, AR

UnscoredLimited · 14
$12,215181,531 mi

Comparison: 14 similar vehicles

Hot Springs, 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

Greenwood, AR

Fair PriceModerate · 24
$12,49577,840 mi

Market: $4,999 – $18,584

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Greenwood, 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

Hot Springs, AR

UnscoredLimited · 5
$12,500193,000 mi

Comparison: 5 similar vehicles

Hot Springs, AR

2017 Nissan Titan XD SV

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

2017 Nissan Titan XD SV

Ozark, AR

UnscoredLimited · 6
$12,560110,917 mi

Comparison: 6 similar vehicles

Ozark, AR

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Paris, AR

UnscoredRobust · 106
$12,576253,212 mi

Comparison: 106 similar vehicles

Paris, AR

2012 RAM 3500 Chassis Cab ST

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

2012 RAM 3500 Chassis Cab ST

Russellville, AR

UnscoredInsufficient · 4
$13,900239,324 mi

Comparison: 4 similar vehicles

Russellville, AR

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Hot Springs, AR

UnscoredLimited · 18
$13,900139,100 mi

Comparison: 18 similar vehicles

Hot Springs, AR

2007 Dodge Ram 2500 Pickup Laramie

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

2007 Dodge Ram 2500 Pickup Laramie

Russellville, AR

UnscoredInsufficient · 0
$13,900336,293 mi

Russellville, 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

Paris, AR

UnscoredLimited · 5
$13,970223,261 mi

Comparison: 5 similar vehicles

Paris, 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

Russellville, AR

UnscoredLimited · 6
$14,900169,982 mi

Comparison: 6 similar vehicles

Russellville, AR

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Russellville, AR

UnscoredModerate · 31
$14,900122,914 mi

Comparison: 31 similar vehicles

Russellville, AR

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Greenwood, AR

UnscoredLimited · 8
$14,995175,414 mi

Comparison: 8 similar vehicles

Greenwood, AR

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

Hot Springs, AR

UnscoredLimited · 8
$14,999167,125 mi

Comparison: 8 similar vehicles

Hot Springs, AR

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Hot Springs, AR

UnscoredModerate · 31
$14,999133,952 mi

Comparison: 31 similar vehicles

Hot Springs, AR

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Hot Springs, AR

UnscoredModerate · 23
$15,003180,218 mi

Comparison: 23 similar vehicles

Hot Springs, AR

2021 Chevrolet Colorado LT

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

2021 Chevrolet Colorado LT

Hot Springs, AR

Fair PriceModerate · 24
$15,20092,140 mi

Market: $14,900 – $26,472

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Hot Springs, AR

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Hot Springs, AR

UnscoredLimited · 6
$15,500111,500 mi

Comparison: 6 similar vehicles

Hot Springs, AR

2020 Chevrolet Colorado Work Truck

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

2020 Chevrolet Colorado Work Truck

Hot Springs, AR

Fair PriceLimited · 16
$15,965103,125 mi

Market: $12,900 – $23,829

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Hot Springs, AR

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Hot Springs, AR

UnscoredModerate · 24
$15,999129,752 mi

Comparison: 24 similar vehicles

Hot Springs, 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

Danville, AR

UnscoredRobust · 138
$16,196164,480 mi

Comparison: 138 similar vehicles

Danville, AR

2022 Chevrolet Colorado LT

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

2022 Chevrolet Colorado LT

Russellville, AR

UnscoredLimited · 6
$16,99581,000 mi

Comparison: 6 similar vehicles

Russellville, AR

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Hot Springs, AR

UnscoredInsufficient · 4
$16,99994,471 mi

Comparison: 4 similar vehicles

Hot Springs, AR

2015 Chevrolet Silverado 1500 High Country

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

2015 Chevrolet Silverado 1500 High Country

Hot Springs, AR

UnscoredLimited · 10
$17,000173,188 mi

Comparison: 10 similar vehicles

Hot Springs, AR

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Clarksville, AR

Fair PriceLimited · 15
$17,49099,958 mi

Market: $11,995 – $23,590

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Clarksville, 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

Hot Springs, AR

Fair PriceRobust · 60
$17,51991,767 mi

Market: $10,500 – $30,690

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Hot Springs, AR

2018 RAM 1500 Pickup Lone Star

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

2018 RAM 1500 Pickup Lone Star

Morrilton, AR

UnscoredInsufficient · 0
$17,629145,685 mi

Morrilton, 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

Russellville, AR

UnscoredLimited · 5
$17,772127,360 mi

Comparison: 5 similar vehicles

Russellville, AR

2019 Chevrolet Colorado LT

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

2019 Chevrolet Colorado LT

Danville, AR

UnscoredLimited · 7
$18,014106,660 mi

Comparison: 7 similar vehicles

Danville, AR

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Hot Springs, AR

UnscoredInsufficient · 3
$18,02966,719 mi

Comparison: 3 similar vehicles

Hot Springs, AR

2022 RAM 1500 Classic Tradesman

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

2022 RAM 1500 Classic Tradesman

Huntington, AR

UnscoredLimited · 5
$18,125107,934 mi

Comparison: 5 similar vehicles

Huntington, AR

2021 Toyota Tacoma SR

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

2021 Toyota Tacoma SR

Hot Springs Village, AR

UnscoredModerate · 25
$18,495142,800 mi

Comparison: 25 similar vehicles

Hot Springs Village, 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

Paris, AR

UnscoredLimited · 5
$18,637158,196 mi

Comparison: 5 similar vehicles

Paris, AR

2017 Chevrolet Silverado 3500HD Work Truck

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

2017 Chevrolet Silverado 3500HD Work Truck

Russellville, AR

UnscoredInsufficient · 0
$18,900334,681 mi

Russellville, 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

Greenwood, AR

UnscoredModerate · 42
$18,995157,755 mi

Comparison: 42 similar vehicles

Greenwood, AR

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Russellville, AR

UnscoredModerate · 30
$19,895150,325 mi

Comparison: 30 similar vehicles

Russellville, AR

2016 RAM 2500 Pickup Big Horn/Lone Star

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

2016 RAM 2500 Pickup Big Horn/Lone Star

Ozark, AR

UnscoredLimited · 5
$19,900145,612 mi

Comparison: 5 similar vehicles

Ozark, AR

2015 Ford F-250 Super Duty Lariat

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

2015 Ford F-250 Super Duty Lariat

Russellville, AR

UnscoredInsufficient · 3
$19,900321,257 mi

Comparison: 3 similar vehicles

Russellville, AR

2014 GMC Sierra 2500 Denali HD

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

2014 GMC Sierra 2500 Denali HD

Paris, AR

UnscoredLimited · 5
$19,908277,903 mi

Comparison: 5 similar vehicles

Paris, AR

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Hot Springs, AR

Fair PriceModerate · 36
$19,962102,796 mi

Market: $14,500 – $25,690

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Hot Springs, 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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