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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

2,314 listings found

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Urbana, IL

UnscoredInsufficient · 4
$2,795195,567 mi

Comparison: 4 similar vehicles

Urbana, IL

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Tilton, IL

UnscoredLimited · 14
$3,500324,525 mi

Comparison: 14 similar vehicles

Tilton, IL

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

Mount Zion, IL

UnscoredLimited · 12
$4,500210,606 mi

Comparison: 12 similar vehicles

Mount Zion, IL

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

Decatur, IL

UnscoredModerate · 33
$4,870253,468 mi

Comparison: 33 similar vehicles

Decatur, IL

2009 Ford Ranger XL

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

2009 Ford Ranger XL

Mount Zion, IL

UnscoredInsufficient · 0
$4,990162,793 mi

Mount Zion, IL

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Tolono, IL

UnscoredLimited · 5
$4,995245,260 mi

Comparison: 5 similar vehicles

Tolono, IL

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Urbana, IL

UnscoredLimited · 7
$4,995246,639 mi

Comparison: 7 similar vehicles

Urbana, IL

2002 Ford F-250 Super Duty Lariat

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

2002 Ford F-250 Super Duty Lariat

Paris, IL

UnscoredInsufficient · 0
$4,995275,000 mi

Paris, IL

2004 Chevrolet Colorado ZQ8 LS

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

2004 Chevrolet Colorado ZQ8 LS

Urbana, IL

Salvage title
$4,999199,889 mi

Urbana, 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

Tolono, IL

UnscoredInsufficient · 0
$5,900198,021 mi

Tolono, IL

2007 Ford Explorer Sport Trac Limited

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

2007 Ford Explorer Sport Trac Limited

Clinton, IL

UnscoredLimited · 10
$6,854194,308 mi

Comparison: 10 similar vehicles

Clinton, IL

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

Urbana, IL

UnscoredInsufficient · 4
$6,995172,941 mi

Comparison: 4 similar vehicles

Urbana, IL

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Urbana, IL

UnscoredLimited · 5
$6,999281,770 mi

Comparison: 5 similar vehicles

Urbana, IL

2007 GMC Sierra 1500 SLE1

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

2007 GMC Sierra 1500 SLE1

Rantoul, IL

UnscoredInsufficient · 0
$7,500175,823 mi

Rantoul, IL

2010 Ford Explorer Sport Trac XLT

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

2010 Ford Explorer Sport Trac XLT

Paris, IL

UnscoredInsufficient · 4
$7,800180,257 mi

Comparison: 4 similar vehicles

Paris, IL

2012 Honda Ridgeline RTS

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

2012 Honda Ridgeline RTS

Mount Zion, IL

UnscoredInsufficient · 0
$7,845210,714 mi

Mount Zion, IL

2004 Ford Ranger XL

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

2004 Ford Ranger XL

Charleston, IL

UnscoredInsufficient · 0
$7,991127,951 mi

Charleston, IL

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

Urbana, IL

UnscoredModerate · 26
$7,995175,457 mi

Comparison: 26 similar vehicles

Urbana, IL

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

Mattoon, IL

UnscoredLimited · 15
$7,995165,380 mi

Comparison: 15 similar vehicles

Mattoon, IL

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Decatur, IL

UnscoredLimited · 6
$8,270194,075 mi

Comparison: 6 similar vehicles

Decatur, 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

Tolono, IL

UnscoredRobust · 58
$8,900211,315 mi

Comparison: 58 similar vehicles

Tolono, IL

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Mount Zion, IL

UnscoredLimited · 16
$8,990165,784 mi

Comparison: 16 similar vehicles

Mount Zion, 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

Decatur, IL

UnscoredRobust · 211
$8,995234,369 mi

Comparison: 211 similar vehicles

Decatur, 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

Mahomet, IL

UnscoredRobust · 101
$8,995179,019 mi

Comparison: 101 similar vehicles

Mahomet, 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

Decatur, IL

UnscoredRobust · 88
$8,995192,334 mi

Comparison: 88 similar vehicles

Decatur, IL

2010 Nissan Titan PRO-4X

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

2010 Nissan Titan PRO-4X

Decatur, IL

UnscoredInsufficient · 0
$8,995195,806 mi

Decatur, IL

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

Urbana, IL

UnscoredLimited · 6
$9,990123,321 mi

Comparison: 6 similar vehicles

Urbana, IL

2018 Toyota Tundra SR

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

2018 Toyota Tundra SR

Decatur, IL

UnscoredInsufficient · 0
$9,995268,056 mi

Decatur, IL

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Urbana, IL

UnscoredModerate · 41
$9,995188,425 mi

Comparison: 41 similar vehicles

Urbana, IL

2011 Chevrolet Silverado 1500 LTZ

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

2011 Chevrolet Silverado 1500 LTZ

Decatur, IL

UnscoredLimited · 12
$9,995166,000 mi

Comparison: 12 similar vehicles

Decatur, IL

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Tuscola, IL

Fair PriceLimited · 13
$9,99591,524 mi

Market: $2,500 – $11,445

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Tuscola, IL

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Westville, IL

UnscoredLimited · 12
$9,999213,699 mi

Comparison: 12 similar vehicles

Westville, IL

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Decatur, IL

UnscoredRobust · 51
$10,345140,013 mi

Comparison: 51 similar vehicles

Decatur, IL

2008 Chevrolet Avalanche LTZ

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

2008 Chevrolet Avalanche LTZ

Mount Zion, IL

UnscoredLimited · 5
$10,345191,957 mi

Comparison: 5 similar vehicles

Mount Zion, IL

2012 Chevrolet Colorado 1LT

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

2012 Chevrolet Colorado 1LT

Bloomington, IL

UnscoredLimited · 7
$10,495109,803 mi

Comparison: 7 similar vehicles

Bloomington, 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

Tolono, IL

UnscoredModerate · 45
$10,900184,868 mi

Comparison: 45 similar vehicles

Tolono, IL

2005 GMC Sierra 2500HD SLE

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

2005 GMC Sierra 2500HD SLE

Tolono, IL

UnscoredInsufficient · 3
$10,900337,162 mi

Comparison: 3 similar vehicles

Tolono, IL

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Tolono, IL

UnscoredRobust · 64
$10,995145,381 mi

Comparison: 64 similar vehicles

Tolono, IL

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Westville, IL

UnscoredModerate · 26
$10,999208,352 mi

Comparison: 26 similar vehicles

Westville, 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

Clinton, IL

UnscoredLimited · 10
$11,116177,627 mi

Comparison: 10 similar vehicles

Clinton, IL

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Clinton, IN

UnscoredLimited · 17
$11,412123,535 mi

Comparison: 17 similar vehicles

Clinton, IN

2018 Nissan Titan SV

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

2018 Nissan Titan SV

Mattoon, IL

UnscoredLimited · 15
$11,955162,877 mi

Comparison: 15 similar vehicles

Mattoon, IL

2017 RAM 1500 Pickup SLT

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

2017 RAM 1500 Pickup SLT

Urbana, IL

UnscoredInsufficient · 3
$11,995188,981 mi

Comparison: 3 similar vehicles

Urbana, IL

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

Westville, IL

UnscoredLimited · 10
$11,999123,070 mi

Comparison: 10 similar vehicles

Westville, IL

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Urbana, IL

UnscoredRobust · 65
$12,402134,872 mi

Comparison: 65 similar vehicles

Urbana, IL

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Mattoon, IL

UnscoredRobust · 87
$12,798231,345 mi

Comparison: 87 similar vehicles

Mattoon, IL

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Clinton, IL

Fair PriceModerate · 39
$12,900118,253 mi

Market: $12,975 – $22,990

Comparison: 39 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 34 days listed (based on current market benchmarks)

Clinton, 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

Tolono, IL

UnscoredRobust · 55
$12,900192,023 mi

Comparison: 55 similar vehicles

Tolono, IL

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Mattoon, IL

UnscoredLimited · 6
$12,988103,371 mi

Comparison: 6 similar vehicles

Mattoon, 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

Urbana, IL

UnscoredRobust · 287
$12,999142,500 mi

Comparison: 287 similar vehicles

Urbana, 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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