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 · October 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

17,425 listings found

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Fort Smith, AR

UnscoredLimited · 5
$2,995331,269 mi

Comparison: 5 similar vehicles

Fort Smith, AR

2007 Dodge Ram 1500 Pickup ST

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

2007 Dodge Ram 1500 Pickup ST

Rogers, AR

UnscoredInsufficient · 0
$2,999215,018 mi

Rogers, AR

2007 Dodge Dakota ST

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

2007 Dodge Dakota ST

Gentry, AR

UnscoredInsufficient · 0
$3,500192,391 mi

Gentry, AR

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Fort Smith, AR

UnscoredInsufficient · 0
$3,500355,661 mi

Fort Smith, AR

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Cabot, AR

UnscoredInsufficient · 0
$3,977Mileage not verified

Cabot, AR

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Cabot, AR

UnscoredInsufficient · 0
$3,999194,618 mi

Cabot, 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

2004 GMC Sierra 1500 SLE

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

2004 GMC Sierra 1500 SLE

Cabot, AR

UnscoredInsufficient · 0
$4,500311,562 mi

Cabot, AR

2000 Ford F-250 Super Duty XLT

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

2000 Ford F-250 Super Duty XLT

Van Buren, AR

UnscoredInsufficient · 4
$4,500369,002 mi

Comparison: 4 similar vehicles

Van Buren, AR

1999 Ford F-150 WORK SERIES

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

1999 Ford F-150 WORK SERIES

Fort Smith, AR

UnscoredInsufficient · 0
$4,500233,994 mi

Fort Smith, AR

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

2003 Chevrolet Silverado 2500HD LS

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

2003 Chevrolet Silverado 2500HD LS

Farmington, AR

UnscoredInsufficient · 3
$4,900271,990 mi

Comparison: 3 similar vehicles

Farmington, AR

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Greenwood, AR

UnscoredLimited · 6
$4,950234,056 mi

Comparison: 6 similar vehicles

Greenwood, AR

2017 GMC Canyon SLE

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

2017 GMC Canyon SLE

Cabot, AR

UnscoredLimited · 17
$4,995247,155 mi

Comparison: 17 similar vehicles

Cabot, 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

Cabot, AR

UnscoredLimited · 5
$4,995305,563 mi

Comparison: 5 similar vehicles

Cabot, AR

2011 GMC Canyon SLE

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

2011 GMC Canyon SLE

Mountain Home, AR

UnscoredInsufficient · 0
$4,995247,759 mi

Mountain Home, AR

2007 GMC Sierra 1500 Work Truck

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

2007 GMC Sierra 1500 Work Truck

Fort Smith, AR

UnscoredInsufficient · 0
$4,995256,503 mi

Fort Smith, 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

Rogers, AR

UnscoredModerate · 38
$4,999171,789 mi

Comparison: 38 similar vehicles

Rogers, AR

2010 Ford F-150 FX2

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

2010 Ford F-150 FX2

Cabot, AR

UnscoredInsufficient · 0
$4,999288,340 mi

Cabot, 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

Cabot, AR

UnscoredInsufficient · 3
$4,999299,020 mi

Comparison: 3 similar vehicles

Cabot, 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

Cabot, AR

UnscoredInsufficient · 3
$4,999283,329 mi

Comparison: 3 similar vehicles

Cabot, AR

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Rogers, AR

UnscoredLimited · 7
$4,999338,681 mi

Comparison: 7 similar vehicles

Rogers, 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 · 14
$4,999275,000 mi

Comparison: 14 similar vehicles

Mountain Home, 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

2001 GMC Sierra SL

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

2001 GMC Sierra SL

Fort Smith, AR

UnscoredInsufficient · 4
$5,250244,802 mi

Comparison: 4 similar vehicles

Fort Smith, AR

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Fort Smith, AR

UnscoredLimited · 6
$5,495224,132 mi

Comparison: 6 similar vehicles

Fort Smith, 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

UnscoredModerate · 20
$5,500Mileage not verified

Comparison: 20 similar vehicles

North Little Rock, AR

2003 Cadillac Escalade EXT Base

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

2003 Cadillac Escalade EXT Base

Siloam Springs, AR

UnscoredInsufficient · 0
$5,500269,000 mi

Siloam Springs, AR

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Decatur, AR

UnscoredLimited · 6
$5,750221,121 mi

Comparison: 6 similar vehicles

Decatur, AR

2007 Chevrolet Silverado Classic 2500HD LT1

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

2007 Chevrolet Silverado Classic 2500HD LT1

Gravette, AR

UnscoredInsufficient · 0
$5,900232,241 mi

Gravette, 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

2005 Ford F-150 FX4

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

2005 Ford F-150 FX4

Paragould, AR

UnscoredInsufficient · 0
$5,950235,034 mi

Paragould, AR

2013 Chevrolet Silverado 1500 LS

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

2013 Chevrolet Silverado 1500 LS

Jonesboro, AR

UnscoredLimited · 5
$5,995201,785 mi

Comparison: 5 similar vehicles

Jonesboro, AR

2005 Nissan Frontier LE

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

2005 Nissan Frontier LE

Harrison, AR

UnscoredInsufficient · 0
$5,995149,100 mi

Harrison, AR

2001 Ford Ranger XLT

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

2001 Ford Ranger XLT

Harrison, AR

UnscoredInsufficient · 4
$5,995206,688 mi

Comparison: 4 similar vehicles

Harrison, 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

North Little Rock, AR

UnscoredInsufficient · 4
$5,995202,240 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2014 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Cabot, AR

UnscoredInsufficient · 4
$5,999399,063 mi

Comparison: 4 similar vehicles

Cabot, AR

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Camden, AR

UnscoredLimited · 6
$5,999154,652 mi

Comparison: 6 similar vehicles

Camden, AR

2007 Dodge Ram 1500 Pickup TRX4 Off Road

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

2007 Dodge Ram 1500 Pickup TRX4 Off Road

Rogers, AR

UnscoredInsufficient · 0
$5,999142,341 mi

Rogers, AR

2006 Ford F-150 STX

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

2006 Ford F-150 STX

Cabot, AR

OverpricedLimited · 18
$5,999223,890 mi

Comparison: 18 similar vehicles

Priced ~36% above the typical market range for similar vehicles (based on current market benchmarks)

Cabot, AR

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Rogers, AR

UnscoredInsufficient · 0
$5,999163,912 mi

Rogers, 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

Fort Smith, AR

UnscoredRobust · 68
$6,000297,133 mi

Comparison: 68 similar vehicles

Fort Smith, 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

Springdale, AR

UnscoredLimited · 13
$6,000202,605 mi

Comparison: 13 similar vehicles

Springdale, AR

2009 Chevrolet Avalanche LTZ

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

2009 Chevrolet Avalanche LTZ

Brookland, AR

UnscoredInsufficient · 0
$6,000172,596 mi

Brookland, AR

2000 Nissan Frontier XE

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

2000 Nissan Frontier XE

Harrison, AR

UnscoredInsufficient · 0
$6,000204,944 mi

Harrison, 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

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Van Buren, AR

UnscoredInsufficient · 0
$6,300172,000 mi

Van Buren, 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

Brookland, AR

UnscoredInsufficient · 4
$6,500217,913 mi

Comparison: 4 similar vehicles

Brookland, AR

2010 Ford F-250 Super Duty XLT

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

2010 Ford F-250 Super Duty XLT

Searcy, AR

UnscoredInsufficient · 0
$6,500202,219 mi

Searcy, AR

2010 Nissan Titan SE

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

2010 Nissan Titan SE

Farmington, AR

UnscoredInsufficient · 0
$6,500174,868 mi

Farmington, AR

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 manage their profile, 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, exports, and enhanced merchandising.
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.