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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

21,691 listings found

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

Harvey, IL

UnscoredLimited · 10
$2,300Mileage not verified

Comparison: 10 similar vehicles

Harvey, IL

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

Crestwood, IL

UnscoredLimited · 13
$2,500207,570 mi

Comparison: 13 similar vehicles

Crestwood, IL

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Harvey, IL

UnscoredModerate · 20
$2,900Mileage not verified

Comparison: 20 similar vehicles

Harvey, IL

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

Chicago, IL

UnscoredLimited · 7
$2,900230,719 mi

Comparison: 7 similar vehicles

Chicago, IL

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Elgin, IL

UnscoredInsufficient · 4
$2,995170,964 mi

Comparison: 4 similar vehicles

Elgin, IL

2001 Chevrolet S-10 LS

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

2001 Chevrolet S-10 LS

Ingleside, IL

UnscoredInsufficient · 0
$2,995172,208 mi

Ingleside, IL

2004 Nissan Titan SE

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

2004 Nissan Titan SE

Waukegan, IL

UnscoredInsufficient · 0
$2,999181,793 mi

Waukegan, IL

2001 Ford Explorer Sport Trac Base

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

2001 Ford Explorer Sport Trac Base

Crestwood, IL

UnscoredInsufficient · 0
$3,000201,700 mi

Crestwood, IL

2010 GMC Sierra 1500 3HA

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

2010 GMC Sierra 1500 3HA

Addison, IL

UnscoredInsufficient · 0
$3,497236,000 mi

Addison, 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

Carol Stream, IL

Salvage title
$3,500250,169 mi

Carol Stream, 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

Addison, IL

UnscoredLimited · 7
$3,500243,311 mi

Comparison: 7 similar vehicles

Addison, 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

Waukegan, IL

UnscoredModerate · 36
$3,800193,127 mi

Comparison: 36 similar vehicles

Waukegan, IL

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Harvey, IL

UnscoredInsufficient · 0
$3,900155,989 mi

Harvey, IL

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

Sycamore, IL

UnscoredLimited · 14
$3,925222,849 mi

Comparison: 14 similar vehicles

Sycamore, IL

2007 Chevrolet Colorado LT

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

2007 Chevrolet Colorado LT

South Elgin, IL

UnscoredLimited · 8
$3,941161,241 mi

Comparison: 8 similar vehicles

South Elgin, IL

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Harvey, IL

UnscoredLimited · 18
$3,950209,407 mi

Comparison: 18 similar vehicles

Harvey, IL

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Des Plaines, IL

UnscoredLimited · 6
$3,975188,871 mi

Comparison: 6 similar vehicles

Des Plaines, IL

2002 Ford Ranger XLT

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

2002 Ford Ranger XLT

Addison, IL

UnscoredInsufficient · 0
$3,990142,248 mi

Addison, IL

2008 Chevrolet Colorado LT

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

2008 Chevrolet Colorado LT

East Dundee, IL

UnscoredInsufficient · 4
$3,995222,131 mi

Comparison: 4 similar vehicles

East Dundee, IL

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Chicago, IL

UnscoredInsufficient · 3
$3,995201,599 mi

Comparison: 3 similar vehicles

Chicago, IL

2000 Chevrolet S-10 LS

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

2000 Chevrolet S-10 LS

Ingleside, IL

UnscoredInsufficient · 0
$3,995155,818 mi

Ingleside, IL

2006 Dodge Dakota ST

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

2006 Dodge Dakota ST

Gary, IN

UnscoredInsufficient · 3
$3,999121,116 mi

Comparison: 3 similar vehicles

Gary, IN

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

Gary, IN

UnscoredLimited · 19
$3,999244,000 mi

Comparison: 19 similar vehicles

Gary, IN

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Waukegan, IL

UnscoredInsufficient · 3
$4,100160,998 mi

Comparison: 3 similar vehicles

Waukegan, 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

Chicago, IL

UnscoredModerate · 34
$4,295289,710 mi

Comparison: 34 similar vehicles

Chicago, IL

2005 Ford Explorer Sport Trac XLS

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

2005 Ford Explorer Sport Trac XLS

Fox Lake, IL

UnscoredInsufficient · 0
$4,325233,988 mi

Fox Lake, IL

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

Belvidere, IL

UnscoredInsufficient · 0
$4,415263,054 mi

Belvidere, IL

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Chicago, IL

UnscoredLimited · 18
$4,499189,585 mi

Comparison: 18 similar vehicles

Chicago, IL

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Gary, IN

UnscoredModerate · 26
$4,500187,050 mi

Comparison: 26 similar vehicles

Gary, IN

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

Park Forest, IL

UnscoredLimited · 10
$4,500171,000 mi

Comparison: 10 similar vehicles

Park Forest, IL

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

Crestwood, IL

UnscoredInsufficient · 3
$4,500101,902 mi

Comparison: 3 similar vehicles

Crestwood, IL

2001 Mazda B-Series SE

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

2001 Mazda B-Series SE

Chicago, IL

UnscoredInsufficient · 0
$4,500171,578 mi

Chicago, IL

2004 Ford F-350 SD Chassis Cab XL

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

2004 Ford F-350 SD Chassis Cab XL

Lombard, IL

UnscoredInsufficient · 0
$4,692235,615 mi

Lombard, 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

Waukegan, IL

UnscoredModerate · 34
$4,800Mileage not verified

Comparison: 34 similar vehicles

Waukegan, IL

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Crestwood, IL

UnscoredModerate · 35
$4,800205,785 mi

Comparison: 35 similar vehicles

Crestwood, 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

Harvey, IL

UnscoredModerate · 38
$4,900Mileage not verified

Comparison: 38 similar vehicles

Harvey, IL

2014 Nissan Frontier S

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

2014 Nissan Frontier S

Woodstock, IL

UnscoredInsufficient · 0
$4,900206,090 mi

Woodstock, IL

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Gary, IN

Fair PriceModerate · 42
$4,900115,325 mi

Market: $4,500 – $18,476

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Gary, IN

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Waukegan, IL

UnscoredModerate · 42
$4,900154,594 mi

Comparison: 42 similar vehicles

Waukegan, IL

2008 Cadillac Escalade EXT Base

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

2008 Cadillac Escalade EXT Base

Waukegan, IL

UnscoredLimited · 6
$4,900198,764 mi

Comparison: 6 similar vehicles

Waukegan, IL

2004 Nissan Titan SE

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

2004 Nissan Titan SE

Crestwood, IL

UnscoredInsufficient · 0
$4,900222,594 mi

Crestwood, IL

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Chicago, IL

UnscoredLimited · 9
$4,900Mileage not verified

Comparison: 9 similar vehicles

Chicago, IL

2008 Ford F-350 Super Duty XLT

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

2008 Ford F-350 Super Duty XLT

Lake Geneva, WI

UnscoredLimited · 12
$4,950111,301 mi

Comparison: 12 similar vehicles

Lake Geneva, WI

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Wauconda, IL

UnscoredInsufficient · 3
$4,980170,689 mi

Comparison: 3 similar vehicles

Wauconda, 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

Burr Ridge, IL

UnscoredLimited · 10
$4,990246,846 mi

Comparison: 10 similar vehicles

Burr Ridge, IL

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

Kenosha, WI

UnscoredLimited · 7
$4,995214,561 mi

Comparison: 7 similar vehicles

Kenosha, WI

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Kenosha, WI

UnscoredInsufficient · 3
$4,995252,540 mi

Comparison: 3 similar vehicles

Kenosha, WI

2012 Chevrolet Colorado Work Truck

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

2012 Chevrolet Colorado Work Truck

Crystal Lake, IL

UnscoredInsufficient · 0
$4,995174,836 mi

Crystal Lake, IL

2012 Chevrolet Silverado 1500 LS

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

2012 Chevrolet Silverado 1500 LS

Chicago, IL

UnscoredLimited · 10
$4,995203,710 mi

Comparison: 10 similar vehicles

Chicago, IL

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

Chicago, IL

UnscoredInsufficient · 4
$4,995226,865 mi

Comparison: 4 similar vehicles

Chicago, 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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