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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

1,452 listings found

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Carbondale, IL

UnscoredLimited · 9
$3,500196,167 mi

Comparison: 9 similar vehicles

Carbondale, 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

Carbondale, IL

UnscoredLimited · 15
$3,995234,469 mi

Comparison: 15 similar vehicles

Carbondale, IL

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

Carbondale, IL

UnscoredModerate · 22
$4,500252,569 mi

Comparison: 22 similar vehicles

Carbondale, IL

2008 Ford F-150 STX

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

2008 Ford F-150 STX

Johnston City, IL

UnscoredInsufficient · 0
$4,500183,500 mi

Johnston City, IL

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Carbondale, IL

UnscoredModerate · 24
$4,995282,934 mi

Comparison: 24 similar vehicles

Carbondale, 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

Carbondale, IL

UnscoredInsufficient · 4
$5,500188,271 mi

Comparison: 4 similar vehicles

Carbondale, 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

2008 Honda Ridgeline RTL

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

2008 Honda Ridgeline RTL

Murphysboro, IL

UnscoredInsufficient · 0
$5,995260,468 mi

Murphysboro, IL

2007 Mitsubishi Raider LS 2wd

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

2007 Mitsubishi Raider LS 2wd

Murphysboro, IL

UnscoredInsufficient · 0
$5,995138,560 mi

Murphysboro, IL

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Carbondale, IL

UnscoredLimited · 6
$5,995156,542 mi

Comparison: 6 similar vehicles

Carbondale, IL

2002 Nissan Frontier XE

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

2002 Nissan Frontier XE

Harrisburg, IL

UnscoredInsufficient · 0
$5,995128,300 mi

Harrisburg, 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

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

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

Murphysboro, IL

UnscoredInsufficient · 4
$6,995191,420 mi

Comparison: 4 similar vehicles

Murphysboro, IL

2012 Chevrolet Colorado 1LT

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

2012 Chevrolet Colorado 1LT

Murphysboro, IL

UnscoredLimited · 5
$6,995211,439 mi

Comparison: 5 similar vehicles

Murphysboro, IL

2005 Chevrolet Silverado 1500 LT

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

2005 Chevrolet Silverado 1500 LT

Harrisburg, IL

UnscoredInsufficient · 4
$6,995357,839 mi

Comparison: 4 similar vehicles

Harrisburg, IL

2004 Dodge Dakota SLT Plus

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

2004 Dodge Dakota SLT Plus

Carbondale, IL

UnscoredInsufficient · 0
$6,995163,638 mi

Carbondale, 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

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Carbondale, IL

UnscoredInsufficient · 4
$7,995199,818 mi

Comparison: 4 similar vehicles

Carbondale, 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

Murphysboro, IL

UnscoredInsufficient · 4
$7,995214,077 mi

Comparison: 4 similar vehicles

Murphysboro, IL

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Carbondale, IL

UnscoredModerate · 24
$7,995191,977 mi

Comparison: 24 similar vehicles

Carbondale, IL

2008 Chevrolet Colorado LT

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

2008 Chevrolet Colorado LT

Murphysboro, IL

UnscoredInsufficient · 0
$7,995167,609 mi

Murphysboro, IL

2006 Ford F-250 Super Duty XLT

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

2006 Ford F-250 Super Duty XLT

Harrisburg, IL

UnscoredLimited · 7
$7,995148,000 mi

Comparison: 7 similar vehicles

Harrisburg, 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

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

Murphysboro, IL

UnscoredLimited · 7
$8,995179,328 mi

Comparison: 7 similar vehicles

Murphysboro, IL

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Murphysboro, IL

UnscoredModerate · 34
$8,995164,370 mi

Comparison: 34 similar vehicles

Murphysboro, IL

2009 Ford F-350 Super Duty FX4

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

2009 Ford F-350 Super Duty FX4

Murphysboro, IL

UnscoredInsufficient · 0
$8,995250,546 mi

Murphysboro, IL

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

Marion, IL

UnscoredInsufficient · 0
$8,995146,141 mi

Marion, IL

1999 Ford F-250 Super Duty XL

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

1999 Ford F-250 Super Duty XL

Harrisburg, IL

UnscoredInsufficient · 0
$8,995263,159 mi

Harrisburg, 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

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

Anna, IL

UnscoredInsufficient · 3
$9,900223,529 mi

Comparison: 3 similar vehicles

Anna, IL

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

Herrin, IL

UnscoredLimited · 6
$9,990166,582 mi

Comparison: 6 similar vehicles

Herrin, IL

2017 Chevrolet Colorado Work Truck

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

2017 Chevrolet Colorado Work Truck

Murphysboro, IL

UnscoredInsufficient · 3
$9,995180,064 mi

Comparison: 3 similar vehicles

Murphysboro, IL

2017 Chevrolet Colorado Work Truck

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

2017 Chevrolet Colorado Work Truck

Murphysboro, IL

UnscoredInsufficient · 3
$9,995182,672 mi

Comparison: 3 similar vehicles

Murphysboro, 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

Murphysboro, IL

UnscoredModerate · 29
$9,995217,300 mi

Comparison: 29 similar vehicles

Murphysboro, IL

2015 Chevrolet Silverado 1500 1LS

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

2015 Chevrolet Silverado 1500 1LS

Carbondale, IL

UnscoredInsufficient · 0
$9,995249,493 mi

Carbondale, IL

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Carbondale, IL

UnscoredLimited · 17
$9,995247,606 mi

Comparison: 17 similar vehicles

Carbondale, IL

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

Harrisburg, IL

UnscoredLimited · 15
$9,995197,000 mi

Comparison: 15 similar vehicles

Harrisburg, 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 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Carbondale, IL

UnscoredModerate · 22
$10,867166,407 mi

Comparison: 22 similar vehicles

Carbondale, IL

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Marion, IL

UnscoredModerate · 30
$10,889173,373 mi

Comparison: 30 similar vehicles

Marion, IL

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Herrin, IL

UnscoredLimited · 7
$10,990134,884 mi

Comparison: 7 similar vehicles

Herrin, IL

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Marion, IL

UnscoredInsufficient · 0
$10,995134,293 mi

Marion, IL

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Murphysboro, IL

UnscoredInsufficient · 4
$10,995199,299 mi

Comparison: 4 similar vehicles

Murphysboro, 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

Carbondale, IL

UnscoredRobust · 117
$10,995196,160 mi

Comparison: 117 similar vehicles

Carbondale, IL

2013 RAM 2500 Pickup Tradesman

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

2013 RAM 2500 Pickup Tradesman

Murphysboro, IL

UnscoredLimited · 13
$10,995157,597 mi

Comparison: 13 similar vehicles

Murphysboro, IL

2010 RAM 1500 Pickup Sport

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

2010 RAM 1500 Pickup Sport

McLeansboro, IL

UnscoredInsufficient · 4
$11,199174,794 mi

Comparison: 4 similar vehicles

McLeansboro, IL

1997 GMC Sierra SL

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

1997 GMC Sierra SL

Herrin, IL

UnscoredInsufficient · 0
$11,750171,866 mi

Herrin, 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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