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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 21, 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

3,609 listings found

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

Belleville, IL

UnscoredInsufficient · 0
$2,999249,934 mi

Belleville, IL

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Belleville, IL

UnscoredInsufficient · 3
$3,500328,064 mi

Comparison: 3 similar vehicles

Belleville, IL

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

Belleville, IL

UnscoredModerate · 24
$4,299150,466 mi

Comparison: 24 similar vehicles

Belleville, IL

2006 Chevrolet Colorado Work Truck

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

2006 Chevrolet Colorado Work Truck

Farina, IL

UnscoredInsufficient · 0
$4,495230,614 mi

Farina, IL

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Odin, IL

UnscoredLimited · 9
$4,495253,864 mi

Comparison: 9 similar vehicles

Odin, IL

2005 Nissan Frontier XE

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

2005 Nissan Frontier XE

Belleville, IL

UnscoredInsufficient · 0
$4,500193,848 mi

Belleville, IL

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Odin, IL

UnscoredLimited · 5
$5,495148,789 mi

Comparison: 5 similar vehicles

Odin, IL

2006 Dodge Ram 1500 Pickup ST

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

2006 Dodge Ram 1500 Pickup ST

Belleville, IL

UnscoredInsufficient · 0
$5,850171,915 mi

Belleville, IL

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

Steeleville, IL

UnscoredLimited · 9
$5,850185,535 mi

Comparison: 9 similar vehicles

Steeleville, IL

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Belleville, IL

UnscoredInsufficient · 0
$5,990142,913 mi

Belleville, IL

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Saint Elmo, IL

UnscoredRobust · 187
$5,999193,110 mi

Comparison: 187 similar vehicles

Saint Elmo, IL

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

McLeansboro, IL

UnscoredLimited · 8
$6,294207,059 mi

Comparison: 8 similar vehicles

McLeansboro, IL

2008 GMC Sierra 2500HD Work Truck

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

2008 GMC Sierra 2500HD Work Truck

Belleville, IL

UnscoredInsufficient · 0
$6,480256,282 mi

Belleville, IL

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Farina, IL

UnscoredModerate · 41
$6,495151,221 mi

Comparison: 41 similar vehicles

Farina, IL

2007 Chevrolet Silverado Classic 1500 LT3

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

2007 Chevrolet Silverado Classic 1500 LT3

Odin, IL

UnscoredInsufficient · 0
$6,495185,645 mi

Odin, IL

2004 Ford F-150 XL

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

2004 Ford F-150 XL

Odin, IL

UnscoredInsufficient · 0
$6,495110,731 mi

Odin, IL

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Belleville, IL

UnscoredInsufficient · 0
$6,500117,268 mi

Belleville, IL

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Nashville, IL

UnscoredLimited · 7
$6,588186,369 mi

Comparison: 7 similar vehicles

Nashville, IL

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Collinsville, IL

UnscoredInsufficient · 0
$7,488148,055 mi

Collinsville, IL

2012 Chevrolet Avalanche LT

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

2012 Chevrolet Avalanche LT

Belleville, IL

UnscoredInsufficient · 0
$7,600313,762 mi

Belleville, IL

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

West Frankfort, IL

UnscoredLimited · 5
$7,900204,145 mi

Comparison: 5 similar vehicles

West Frankfort, IL

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

Belleville, IL

UnscoredInsufficient · 0
$7,90078,250 mi

Belleville, IL

2006 GMC Canyon SLE

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

2006 GMC Canyon SLE

Belleville, IL

UnscoredInsufficient · 0
$7,995237,927 mi

Belleville, IL

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Belleville, IL

UnscoredInsufficient · 0
$7,995250,444 mi

Belleville, IL

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Saint Elmo, IL

UnscoredLimited · 6
$7,999193,061 mi

Comparison: 6 similar vehicles

Saint Elmo, IL

2004 Dodge Ram 2500 Pickup ST

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

2004 Dodge Ram 2500 Pickup ST

Centralia, IL

UnscoredInsufficient · 0
$7,999165,000 mi

Centralia, IL

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

McLeansboro, IL

UnscoredLimited · 11
$8,294263,171 mi

Comparison: 11 similar vehicles

McLeansboro, IL

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

Odin, IL

UnscoredModerate · 39
$8,495141,193 mi

Comparison: 39 similar vehicles

Odin, IL

2012 RAM 1500 Pickup Tradesman

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

2012 RAM 1500 Pickup Tradesman

Odin, IL

UnscoredInsufficient · 3
$8,495184,459 mi

Comparison: 3 similar vehicles

Odin, IL

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Vandalia, IL

UnscoredLimited · 9
$8,525209,375 mi

Comparison: 9 similar vehicles

Vandalia, IL

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

Belleville, IL

UnscoredLimited · 6
$8,700229,444 mi

Comparison: 6 similar vehicles

Belleville, IL

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Belleville, IL

Great DealLimited · 17
$8,990116,067 mi

Market: $10,574 – $17,396

Comparison: 17 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Belleville, IL

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Fairview Heights, IL

UnscoredLimited · 14
$8,995201,442 mi

Comparison: 14 similar vehicles

Fairview Heights, IL

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

Farina, IL

UnscoredRobust · 67
$8,995386,006 mi

Comparison: 67 similar vehicles

Farina, IL

2009 Chevrolet Silverado 2500HD Work Truck

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

2009 Chevrolet Silverado 2500HD Work Truck

Farina, IL

UnscoredLimited · 8
$8,995228,100 mi

Comparison: 8 similar vehicles

Farina, IL

2006 Subaru Baja Sport

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

2006 Subaru Baja Sport

Belleville, IL

UnscoredInsufficient · 0
$8,995229,339 mi

Belleville, IL

2005 Ford F-350 Super Duty XL

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

2005 Ford F-350 Super Duty XL

Benton, IL

UnscoredInsufficient · 0
$8,998246,942 mi

Benton, IL

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Nashville, IL

UnscoredInsufficient · 0
$9,295221,946 mi

Nashville, IL

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Fairview Heights, IL

UnscoredModerate · 23
$9,500252,805 mi

Comparison: 23 similar vehicles

Fairview Heights, IL

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Fairview Heights, IL

UnscoredInsufficient · 3
$9,500245,917 mi

Comparison: 3 similar vehicles

Fairview Heights, IL

2005 Ford F-350 Super Duty XL

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

2005 Ford F-350 Super Duty XL

Belleville, IL

UnscoredInsufficient · 3
$9,900174,830 mi

Comparison: 3 similar vehicles

Belleville, IL

No Photo

2013 RAM 1500 Pickup Tradesman

Vandalia, IL

UnscoredLimited · 6
$9,995220,456 mi

Comparison: 6 similar vehicles

Vandalia, IL

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

Farina, IL

UnscoredRobust · 76
$9,995194,150 mi

Comparison: 76 similar vehicles

Farina, IL

2008 Ford F-350 Super Duty Chassis Cab XL

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

2008 Ford F-350 Super Duty Chassis Cab XL

Carlyle, IL

UnscoredInsufficient · 3
$10,275155,884 mi

Comparison: 3 similar vehicles

Carlyle, IL

2004 GMC Sierra 2500HD SLE

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

2004 GMC Sierra 2500HD SLE

Sparta, IL

UnscoredInsufficient · 0
$10,295130,295 mi

Sparta, IL

2014 GMC Sierra 2500HD SLE

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

2014 GMC Sierra 2500HD SLE

Saint Elmo, IL

UnscoredInsufficient · 0
$10,599293,193 mi

Saint Elmo, IL

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Vandalia, IL

UnscoredRobust · 59
$10,707207,983 mi

Comparison: 59 similar vehicles

Vandalia, IL

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

Belleville, IL

UnscoredLimited · 16
$10,980248,363 mi

Comparison: 16 similar vehicles

Belleville, IL

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

Belleville, IL

UnscoredLimited · 6
$10,999167,920 mi

Comparison: 6 similar vehicles

Belleville, IL

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

Belleville, IL

UnscoredInsufficient · 4
$11,000232,747 mi

Comparison: 4 similar vehicles

Belleville, IL

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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