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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

5,244 listings found

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Indianapolis, IN

UnscoredLimited · 9
$2,495252,880 mi

Comparison: 9 similar vehicles

Indianapolis, IN

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

Cleves, OH

UnscoredLimited · 5
$2,595172,000 mi

Comparison: 5 similar vehicles

Cleves, OH

2004 Ford F-150 FX4

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

2004 Ford F-150 FX4

Cleves, OH

UnscoredInsufficient · 0
$3,195207,999 mi

Cleves, OH

2001 Ford Ranger XL

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

2001 Ford Ranger XL

Greensburg, IN

UnscoredInsufficient · 0
$3,499183,911 mi

Greensburg, IN

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

Milan, IN

UnscoredLimited · 6
$3,725206,104 mi

Comparison: 6 similar vehicles

Milan, IN

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Cleves, OH

UnscoredLimited · 6
$3,995188,633 mi

Comparison: 6 similar vehicles

Cleves, OH

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Milan, IN

UnscoredLimited · 6
$4,450324,473 mi

Comparison: 6 similar vehicles

Milan, IN

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Indianapolis, IN

UnscoredInsufficient · 0
$4,495215,521 mi

Indianapolis, IN

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

Indianapolis, IN

UnscoredLimited · 5
$4,750186,286 mi

Comparison: 5 similar vehicles

Indianapolis, IN

No Photo

2011 Ford F-150 XLT

Austin, IN

UnscoredRobust · 116
$4,995248,243 mi

Comparison: 116 similar vehicles

Austin, IN

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

Cleves, OH

UnscoredInsufficient · 4
$4,995200,410 mi

Comparison: 4 similar vehicles

Cleves, OH

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

Cleves, OH

UnscoredInsufficient · 3
$4,995131,306 mi

Comparison: 3 similar vehicles

Cleves, OH

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

Connersville, IN

UnscoredInsufficient · 3
$4,995169,039 mi

Comparison: 3 similar vehicles

Connersville, IN

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

Cleves, OH

UnscoredInsufficient · 0
$4,995172,204 mi

Cleves, OH

2002 Ford F-250 Super Duty XLT

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

2002 Ford F-250 Super Duty XLT

Greenwood, IN

UnscoredLimited · 10
$4,995275,500 mi

Comparison: 10 similar vehicles

Greenwood, 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

Greensburg, IN

UnscoredLimited · 10
$4,999206,833 mi

Comparison: 10 similar vehicles

Greensburg, IN

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

Greensburg, IN

UnscoredModerate · 20
$4,999191,058 mi

Comparison: 20 similar vehicles

Greensburg, IN

2004 Dodge Dakota Sport

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

2004 Dodge Dakota Sport

Columbus, IN

UnscoredInsufficient · 0
$5,112183,065 mi

Columbus, IN

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Indianapolis, IN

UnscoredInsufficient · 3
$5,500402,000 mi

Comparison: 3 similar vehicles

Indianapolis, IN

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

Shirley, IN

UnscoredInsufficient · 4
$5,900202,000 mi

Comparison: 4 similar vehicles

Shirley, IN

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

Shirley, IN

UnscoredInsufficient · 4
$5,900220,842 mi

Comparison: 4 similar vehicles

Shirley, IN

2011 RAM 1500 Pickup ST

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

2011 RAM 1500 Pickup ST

Hanover, IN

UnscoredLimited · 9
$5,900199,981 mi

Comparison: 9 similar vehicles

Hanover, IN

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Indianapolis, IN

UnscoredLimited · 9
$5,900242,945 mi

Comparison: 9 similar vehicles

Indianapolis, IN

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

Indianapolis, IN

UnscoredLimited · 11
$5,900220,229 mi

Comparison: 11 similar vehicles

Indianapolis, IN

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Indianapolis, IN

UnscoredInsufficient · 4
$5,900237,000 mi

Comparison: 4 similar vehicles

Indianapolis, IN

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

Cleves, OH

UnscoredInsufficient · 4
$5,995153,692 mi

Comparison: 4 similar vehicles

Cleves, OH

2007 Nissan Titan SE

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

2007 Nissan Titan SE

Knightstown, IN

UnscoredInsufficient · 0
$5,995275,923 mi

Knightstown, IN

2006 Ford F-150 King Ranch

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

2006 Ford F-150 King Ranch

Knightstown, IN

UnscoredInsufficient · 3
$5,995241,825 mi

Comparison: 3 similar vehicles

Knightstown, 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

Columbus, IN

UnscoredLimited · 9
$6,412300,256 mi

Comparison: 9 similar vehicles

Columbus, IN

2010 Ford F-150 King Ranch

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

2010 Ford F-150 King Ranch

Cleves, OH

UnscoredLimited · 5
$6,495178,219 mi

Comparison: 5 similar vehicles

Cleves, OH

2007 Chevrolet Silverado Classic 1500 Work Truck

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

2007 Chevrolet Silverado Classic 1500 Work Truck

Cleves, OH

UnscoredInsufficient · 4
$6,495134,299 mi

Comparison: 4 similar vehicles

Cleves, OH

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

Salem, IN

UnscoredRobust · 59
$6,550157,551 mi

Comparison: 59 similar vehicles

Salem, IN

2009 Toyota Tacoma Base

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

2009 Toyota Tacoma Base

Greensburg, IN

UnscoredLimited · 9
$6,910173,599 mi

Comparison: 9 similar vehicles

Greensburg, IN

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

New Whiteland, IN

UnscoredModerate · 22
$6,975160,345 mi

Comparison: 22 similar vehicles

New Whiteland, IN

2013 Chevrolet Avalanche LT

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

2013 Chevrolet Avalanche LT

Rushville, IN

UnscoredInsufficient · 4
$6,980361,717 mi

Comparison: 4 similar vehicles

Rushville, 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

Greensburg, IN

UnscoredInsufficient · 3
$6,988192,495 mi

Comparison: 3 similar vehicles

Greensburg, IN

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

Greenwood, IN

UnscoredLimited · 10
$6,995190,463 mi

Comparison: 10 similar vehicles

Greenwood, IN

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Aurora, IN

UnscoredLimited · 6
$6,999Mileage not verified

Comparison: 6 similar vehicles

Aurora, IN

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

Scottsburg, IN

UnscoredLimited · 7
$7,000156,941 mi

Comparison: 7 similar vehicles

Scottsburg, IN

2008 Ford F-150 Limited

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

2008 Ford F-150 Limited

Franklin, IN

UnscoredInsufficient · 0
$7,095Mileage not verified

Franklin, IN

2014 RAM 1500 Pickup Laramie Limited

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

2014 RAM 1500 Pickup Laramie Limited

Martinsville, IN

UnscoredLimited · 8
$7,231220,121 mi

Comparison: 8 similar vehicles

Martinsville, IN

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Greensburg, IN

UnscoredLimited · 12
$7,254177,053 mi

Comparison: 12 similar vehicles

Greensburg, IN

2007 Chevrolet Avalanche LS

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

2007 Chevrolet Avalanche LS

Connersville, IN

UnscoredInsufficient · 0
$7,359176,631 mi

Connersville, IN

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

Seymour, IN

UnscoredLimited · 8
$7,426212,406 mi

Comparison: 8 similar vehicles

Seymour, IN

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

Indianapolis, IN

UnscoredModerate · 29
$7,500181,544 mi

Comparison: 29 similar vehicles

Indianapolis, IN

2011 Ford F-350 Super Duty Chassis Cab XL

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

2011 Ford F-350 Super Duty Chassis Cab XL

Henryville, IN

UnscoredLimited · 6
$7,500213,762 mi

Comparison: 6 similar vehicles

Henryville, IN

2004 Chevrolet Colorado Z71

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

2004 Chevrolet Colorado Z71

Brownstown, IN

UnscoredInsufficient · 0
$7,500204,041 mi

Brownstown, IN

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

Madison, IN

UnscoredLimited · 13
$7,737140,920 mi

Comparison: 13 similar vehicles

Madison, IN

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

Indianapolis, IN

UnscoredLimited · 7
$7,900175,868 mi

Comparison: 7 similar vehicles

Indianapolis, IN

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

Indianapolis, IN

UnscoredModerate · 44
$7,900250,216 mi

Comparison: 44 similar vehicles

Indianapolis, IN

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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