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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 23, 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

1,739 listings found

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Heber Springs, AR

UnscoredModerate · 25
$3,628237,938 mi

Comparison: 25 similar vehicles

Heber Springs, AR

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Marshall, AR

UnscoredLimited · 5
$4,000398,931 mi

Comparison: 5 similar vehicles

Marshall, 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

Mountain Home, AR

UnscoredLimited · 15
$4,999275,000 mi

Comparison: 15 similar vehicles

Mountain Home, AR

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Searcy, AR

UnscoredLimited · 18
$6,900258,765 mi

Comparison: 18 similar vehicles

Searcy, AR

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Greenbrier, AR

UnscoredLimited · 8
$6,950195,873 mi

Comparison: 8 similar vehicles

Greenbrier, AR

2007 Ford F-150 Lariat

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

2007 Ford F-150 Lariat

Ash Flat, AR

UnscoredLimited · 6
$6,995215,703 mi

Comparison: 6 similar vehicles

Ash Flat, 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

Searcy, AR

UnscoredModerate · 23
$7,500271,984 mi

Comparison: 23 similar vehicles

Searcy, AR

2000 Chevrolet Silverado BASE

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

2000 Chevrolet Silverado BASE

Batesville, AR

UnscoredInsufficient · 0
$7,500166,819 mi

Batesville, AR

2013 Ford F-150 Platinum

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

2013 Ford F-150 Platinum

Newport, AR

UnscoredModerate · 25
$7,579248,009 mi

Comparison: 25 similar vehicles

Newport, AR

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Searcy, AR

UnscoredInsufficient · 3
$7,900230,968 mi

Comparison: 3 similar vehicles

Searcy, AR

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Greenbrier, AR

UnscoredInsufficient · 0
$8,000195,382 mi

Greenbrier, AR

No Photo

2012 RAM 1500 Pickup Laramie

Greenbrier, AR

UnscoredLimited · 9
$8,250187,304 mi

Comparison: 9 similar vehicles

Greenbrier, AR

2011 RAM 1500 Pickup ST

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

2011 RAM 1500 Pickup ST

Mountain Home, AR

UnscoredLimited · 10
$8,495218,546 mi

Comparison: 10 similar vehicles

Mountain Home, 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

Greenbrier, AR

UnscoredLimited · 10
$8,900193,473 mi

Comparison: 10 similar vehicles

Greenbrier, AR

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Melbourne, AR

UnscoredModerate · 25
$8,900241,527 mi

Comparison: 25 similar vehicles

Melbourne, AR

2006 Ford F-150 Lariat

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

2006 Ford F-150 Lariat

Mountain Home, AR

UnscoredInsufficient · 0
$8,900126,824 mi

Mountain Home, 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

Greenbrier, AR

UnscoredLimited · 6
$8,950226,269 mi

Comparison: 6 similar vehicles

Greenbrier, AR

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Greenbrier, AR

UnscoredLimited · 5
$9,000190,576 mi

Comparison: 5 similar vehicles

Greenbrier, AR

2010 Chevrolet Silverado 1500 LS

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

2010 Chevrolet Silverado 1500 LS

Searcy, AR

UnscoredInsufficient · 0
$9,000224,000 mi

Searcy, AR

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Salesville, AR

UnscoredInsufficient · 3
$9,500130,327 mi

Comparison: 3 similar vehicles

Salesville, AR

2004 Dodge Dakota SLT

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

2004 Dodge Dakota SLT

Mountain Home, AR

UnscoredInsufficient · 0
$9,500138,169 mi

Mountain Home, AR

2014 GMC Sierra 1500 Denali

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

2014 GMC Sierra 1500 Denali

Searcy, AR

UnscoredInsufficient · 3
$9,709281,138 mi

Comparison: 3 similar vehicles

Searcy, AR

2014 Chevrolet Silverado 1500 High Country

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

2014 Chevrolet Silverado 1500 High Country

Searcy, AR

UnscoredLimited · 12
$9,800312,516 mi

Comparison: 12 similar vehicles

Searcy, AR

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Searcy, AR

UnscoredInsufficient · 3
$9,936190,735 mi

Comparison: 3 similar vehicles

Searcy, 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

Cave City, AR

UnscoredRobust · 50
$10,000247,222 mi

Comparison: 50 similar vehicles

Cave City, 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

Greenbrier, AR

UnscoredModerate · 46
$10,250206,534 mi

Comparison: 46 similar vehicles

Greenbrier, AR

2016 RAM 2500 Pickup Tradesman

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

2016 RAM 2500 Pickup Tradesman

Greenbrier, AR

UnscoredModerate · 21
$10,550227,565 mi

Comparison: 21 similar vehicles

Greenbrier, AR

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Searcy, AR

UnscoredInsufficient · 4
$10,800269,984 mi

Comparison: 4 similar vehicles

Searcy, AR

2014 Nissan Frontier SV

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

2014 Nissan Frontier SV

Ash Flat, AR

UnscoredLimited · 8
$10,899173,438 mi

Comparison: 8 similar vehicles

Ash Flat, AR

2000 GMC Sierra SL

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

2000 GMC Sierra SL

Greenbrier, AR

UnscoredInsufficient · 0
$11,500126,607 mi

Greenbrier, AR

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Heber Springs, AR

UnscoredLimited · 19
$11,811197,550 mi

Comparison: 19 similar vehicles

Heber Springs, AR

2011 Chevrolet Silverado 1500 LS

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

2011 Chevrolet Silverado 1500 LS

Batesville, AR

UnscoredLimited · 6
$11,995234,766 mi

Comparison: 6 similar vehicles

Batesville, AR

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Searcy, AR

UnscoredInsufficient · 3
$11,999202,131 mi

Comparison: 3 similar vehicles

Searcy, AR

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Greenbrier, AR

UnscoredLimited · 6
$12,500165,924 mi

Comparison: 6 similar vehicles

Greenbrier, AR

2006 GMC Sierra 1500 SLE2

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

2006 GMC Sierra 1500 SLE2

Gamaliel, AR

UnscoredLimited · 7
$12,500175,887 mi

Comparison: 7 similar vehicles

Gamaliel, 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

Greenbrier, AR

UnscoredInsufficient · 4
$12,900206,000 mi

Comparison: 4 similar vehicles

Greenbrier, AR

2008 Chevrolet Silverado 1500 LS

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

2008 Chevrolet Silverado 1500 LS

Searcy, AR

UnscoredInsufficient · 0
$12,995111,268 mi

Searcy, AR

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Ash Flat, AR

Fair PriceRobust · 72
$13,90096,999 mi

Market: $11,900 – $24,699

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Ash Flat, AR

2013 Ford F-150 Limited

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

2013 Ford F-150 Limited

Searcy, AR

UnscoredInsufficient · 0
$13,900191,499 mi

Searcy, AR

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Mountain Home, AR

UnscoredLimited · 15
$13,900147,202 mi

Comparison: 15 similar vehicles

Mountain Home, AR

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Cave City, AR

UnscoredModerate · 24
$13,900162,092 mi

Comparison: 24 similar vehicles

Cave City, 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

Melbourne, AR

UnscoredRobust · 61
$14,000131,553 mi

Comparison: 61 similar vehicles

Melbourne, AR

2016 Ford F-150 Platinum

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

2016 Ford F-150 Platinum

Searcy, AR

UnscoredLimited · 19
$14,500230,236 mi

Comparison: 19 similar vehicles

Searcy, AR

2016 GMC Sierra 2500HD SLT

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

2016 GMC Sierra 2500HD SLT

Searcy, AR

UnscoredLimited · 7
$14,500333,998 mi

Comparison: 7 similar vehicles

Searcy, AR

2014 RAM 2500 Pickup Tradesman

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

2014 RAM 2500 Pickup Tradesman

Searcy, AR

UnscoredInsufficient · 4
$14,500264,389 mi

Comparison: 4 similar vehicles

Searcy, AR

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Greenbrier, AR

UnscoredLimited · 6
$14,900213,111 mi

Comparison: 6 similar vehicles

Greenbrier, 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

Gassville, AR

UnscoredModerate · 25
$14,900147,603 mi

Comparison: 25 similar vehicles

Gassville, 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

Salesville, AR

UnscoredModerate · 25
$14,900134,505 mi

Comparison: 25 similar vehicles

Salesville, AR

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Greenbrier, AR

UnscoredLimited · 14
$14,950219,449 mi

Comparison: 14 similar vehicles

Greenbrier, AR

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Newport, AR

UnscoredModerate · 34
$14,950169,403 mi

Comparison: 34 similar vehicles

Newport, 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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