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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 19, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

2,705 listings found

No Photo

1999 Ford F-150 LARIAT

Swainsboro, GA

UnscoredInsufficient · 0
$3,995Mileage not verified

Swainsboro, GA

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Hephzibah, GA

UnscoredInsufficient · 0
$4,495330,141 mi

Hephzibah, GA

2002 Mazda Truck DS

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

2002 Mazda Truck DS

Aiken, SC

UnscoredInsufficient · 0
$4,950264,912 mi

Aiken, SC

2009 Chevrolet Avalanche LT2

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

2009 Chevrolet Avalanche LT2

Aiken, SC

UnscoredInsufficient · 0
$5,000268,580 mi

Aiken, SC

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

Aiken, SC

UnscoredLimited · 7
$5,950309,156 mi

Comparison: 7 similar vehicles

Aiken, SC

No Photo

2005 Ford F-150 XLT

Aiken, SC

UnscoredLimited · 14
$5,995275,874 mi

Comparison: 14 similar vehicles

Aiken, SC

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

North Augusta, SC

UnscoredLimited · 9
$5,995200,101 mi

Comparison: 9 similar vehicles

North Augusta, SC

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

Wrens, GA

UnscoredModerate · 39
$5,999191,797 mi

Comparison: 39 similar vehicles

Wrens, GA

2009 Ford Ranger Sport

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

2009 Ford Ranger Sport

Wrens, GA

UnscoredInsufficient · 0
$5,999206,485 mi

Wrens, GA

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Wrens, GA

UnscoredModerate · 25
$5,999218,656 mi

Comparison: 25 similar vehicles

Wrens, GA

2006 Nissan Frontier Nismo

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

2006 Nissan Frontier Nismo

Warrenville, SC

UnscoredInsufficient · 0
$6,500196,000 mi

Warrenville, SC

No Photo

2008 Ford F-250 Super Duty XL

Swainsboro, GA

UnscoredInsufficient · 4
$6,900199,203 mi

Comparison: 4 similar vehicles

Swainsboro, GA

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Augusta, GA

UnscoredModerate · 21
$6,990304,280 mi

Comparison: 21 similar vehicles

Augusta, GA

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Hephzibah, GA

UnscoredLimited · 13
$6,995250,468 mi

Comparison: 13 similar vehicles

Hephzibah, GA

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

North Augusta, SC

UnscoredLimited · 5
$6,995189,683 mi

Comparison: 5 similar vehicles

North Augusta, SC

2001 Chevrolet Silverado base

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

2001 Chevrolet Silverado base

North Augusta, SC

UnscoredInsufficient · 4
$6,995168,240 mi

Comparison: 4 similar vehicles

North Augusta, SC

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

North Augusta, SC

UnscoredInsufficient · 4
$6,999199,999 mi

Comparison: 4 similar vehicles

North Augusta, SC

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Aiken, SC

UnscoredLimited · 8
$7,200215,403 mi

Comparison: 8 similar vehicles

Aiken, SC

2007 Chevrolet Silverado 2500HD WT

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

2007 Chevrolet Silverado 2500HD WT

Martinez, GA

UnscoredInsufficient · 0
$7,495321,984 mi

Martinez, GA

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Trenton, SC

UnscoredLimited · 9
$7,725162,926 mi

Comparison: 9 similar vehicles

Trenton, SC

2003 Chevrolet Silverado 1500 Base

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

2003 Chevrolet Silverado 1500 Base

Edgefield, SC

UnscoredInsufficient · 4
$7,880438,231 mi

Comparison: 4 similar vehicles

Edgefield, SC

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

North Augusta, SC

UnscoredInsufficient · 0
$7,995241,945 mi

North Augusta, SC

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Aiken, SC

UnscoredInsufficient · 3
$7,995215,804 mi

Comparison: 3 similar vehicles

Aiken, SC

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Wrens, GA

UnscoredLimited · 14
$7,999203,296 mi

Comparison: 14 similar vehicles

Wrens, GA

2008 Ford Ranger XLT

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

2008 Ford Ranger XLT

Warrenville, SC

UnscoredInsufficient · 0
$8,000137,895 mi

Warrenville, SC

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Aiken, SC

UnscoredLimited · 5
$8,500178,490 mi

Comparison: 5 similar vehicles

Aiken, SC

2002 Toyota Tundra Limited

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

2002 Toyota Tundra Limited

Aiken, SC

UnscoredInsufficient · 0
$8,500233,087 mi

Aiken, SC

No Photo

2008 Chevrolet Silverado 1500 Work Truck

McCormick, SC

UnscoredModerate · 27
$8,800213,540 mi

Comparison: 27 similar vehicles

McCormick, SC

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Aiken, SC

UnscoredLimited · 9
$8,800177,837 mi

Comparison: 9 similar vehicles

Aiken, SC

2001 Mazda B-Series DS

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

2001 Mazda B-Series DS

McCormick, SC

UnscoredInsufficient · 0
$8,800101,770 mi

McCormick, SC

2004 Chevrolet Silverado 2500HD Work

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

2004 Chevrolet Silverado 2500HD Work

Aiken, SC

UnscoredInsufficient · 0
$8,950332,518 mi

Aiken, SC

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Trenton, SC

UnscoredLimited · 7
$8,978210,213 mi

Comparison: 7 similar vehicles

Trenton, SC

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

North Augusta, SC

UnscoredLimited · 16
$8,995171,923 mi

Comparison: 16 similar vehicles

North Augusta, SC

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Aiken, SC

UnscoredModerate · 20
$8,995197,501 mi

Comparison: 20 similar vehicles

Aiken, SC

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

Wrens, GA

UnscoredInsufficient · 4
$8,999187,831 mi

Comparison: 4 similar vehicles

Wrens, GA

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

Wrens, GA

UnscoredLimited · 16
$8,999150,678 mi

Comparison: 16 similar vehicles

Wrens, GA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Wrens, GA

UnscoredLimited · 11
$8,999179,851 mi

Comparison: 11 similar vehicles

Wrens, GA

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Martinez, GA

UnscoredLimited · 17
$9,000153,822 mi

Comparison: 17 similar vehicles

Martinez, GA

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Aiken, SC

UnscoredLimited · 5
$9,200237,873 mi

Comparison: 5 similar vehicles

Aiken, SC

2013 Nissan Frontier SL

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

2013 Nissan Frontier SL

Martinez, GA

UnscoredLimited · 6
$9,880203,047 mi

Comparison: 6 similar vehicles

Martinez, GA

2010 RAM 2500 Pickup SLT

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

2010 RAM 2500 Pickup SLT

North Augusta, SC

UnscoredLimited · 5
$9,995160,312 mi

Comparison: 5 similar vehicles

North Augusta, SC

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

North Augusta, SC

UnscoredLimited · 6
$9,995236,211 mi

Comparison: 6 similar vehicles

North Augusta, SC

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

Wrens, GA

UnscoredRobust · 210
$9,999199,836 mi

Comparison: 210 similar vehicles

Wrens, GA

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

Wrens, GA

UnscoredModerate · 23
$9,999219,310 mi

Comparison: 23 similar vehicles

Wrens, GA

2016 Ford F-350 Super Duty Chassis Cab XL

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

2016 Ford F-350 Super Duty Chassis Cab XL

Wrens, GA

UnscoredLimited · 6
$9,999232,763 mi

Comparison: 6 similar vehicles

Wrens, GA

2012 Ford F-450 Super Duty Chassis Cab XL

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

2012 Ford F-450 Super Duty Chassis Cab XL

Wrens, GA

UnscoredLimited · 11
$9,999175,695 mi

Comparison: 11 similar vehicles

Wrens, GA

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Trenton, SC

UnscoredInsufficient · 4
$10,955184,000 mi

Comparison: 4 similar vehicles

Trenton, SC

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

North Augusta, SC

UnscoredInsufficient · 3
$10,995167,347 mi

Comparison: 3 similar vehicles

North Augusta, SC

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

Wrens, GA

UnscoredModerate · 26
$10,999174,994 mi

Comparison: 26 similar vehicles

Wrens, GA

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

North Augusta, SC

UnscoredLimited · 8
$11,495201,299 mi

Comparison: 8 similar vehicles

North Augusta, SC

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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