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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

4,826 listings found

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Larwill, IN

UnscoredLimited · 6
$2,052257,685 mi

Comparison: 6 similar vehicles

Larwill, IN

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

New Haven, IN

UnscoredLimited · 7
$2,900208,746 mi

Comparison: 7 similar vehicles

New Haven, IN

2006 Dodge Ram 1500 Pickup TRX4 Off Road

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

2006 Dodge Ram 1500 Pickup TRX4 Off Road

Fort Wayne, IN

UnscoredInsufficient · 0
$3,499Mileage not verified

Fort Wayne, IN

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Warsaw, IN

UnscoredModerate · 26
$3,900300,238 mi

Comparison: 26 similar vehicles

Warsaw, IN

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Berne, IN

UnscoredLimited · 12
$3,900179,566 mi

Comparison: 12 similar vehicles

Berne, IN

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Bryan, OH

UnscoredLimited · 10
$3,995225,531 mi

Comparison: 10 similar vehicles

Bryan, OH

1999 Dodge Dakota Base

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

1999 Dodge Dakota Base

Butler, IN

UnscoredInsufficient · 0
$3,995178,388 mi

Butler, 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

Fort Wayne, IN

UnscoredLimited · 6
$3,999Mileage not verified

Comparison: 6 similar vehicles

Fort Wayne, IN

2013 Honda Ridgeline Sport

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

2013 Honda Ridgeline Sport

Fort Wayne, IN

UnscoredLimited · 11
$4,499Mileage not verified

Comparison: 11 similar vehicles

Fort Wayne, IN

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

New Haven, IN

UnscoredLimited · 12
$4,500164,859 mi

Comparison: 12 similar vehicles

New Haven, IN

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Paulding, OH

UnscoredLimited · 6
$4,500122,230 mi

Comparison: 6 similar vehicles

Paulding, OH

2000 GMC Sierra SLE

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

2000 GMC Sierra SLE

Fort Wayne, IN

UnscoredInsufficient · 4
$4,599262,031 mi

Comparison: 4 similar vehicles

Fort Wayne, IN

2010 Chevrolet Colorado Work Truck

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

2010 Chevrolet Colorado Work Truck

Garrett, IN

UnscoredInsufficient · 0
$4,745154,556 mi

Garrett, IN

2017 Nissan Frontier S

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

2017 Nissan Frontier S

Edgerton, OH

UnscoredLimited · 6
$4,995201,957 mi

Comparison: 6 similar vehicles

Edgerton, OH

2006 Chevrolet Silverado 1500 LT3

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

2006 Chevrolet Silverado 1500 LT3

Fort Wayne, IN

UnscoredInsufficient · 0
$4,995243,883 mi

Fort Wayne, IN

2004 Ford F-150 Lariat

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

2004 Ford F-150 Lariat

Dunkirk, IN

UnscoredLimited · 6
$5,000160,912 mi

Comparison: 6 similar vehicles

Dunkirk, IN

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

Larwill, IN

UnscoredLimited · 8
$5,183261,303 mi

Comparison: 8 similar vehicles

Larwill, IN

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

Decatur, IN

UnscoredRobust · 156
$5,194187,863 mi

Comparison: 156 similar vehicles

Decatur, IN

No Photo

2013 Ford F-350 Super Duty XL

Fort Wayne, IN

UnscoredLimited · 6
$5,650177,002 mi

Comparison: 6 similar vehicles

Fort Wayne, IN

2008 Ford Ranger Sport

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

2008 Ford Ranger Sport

Garrett, IN

UnscoredInsufficient · 0
$5,745100,015 mi

Garrett, 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

Paulding, OH

UnscoredLimited · 19
$5,800224,478 mi

Comparison: 19 similar vehicles

Paulding, OH

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

Warsaw, IN

UnscoredRobust · 106
$5,900218,602 mi

Comparison: 106 similar vehicles

Warsaw, IN

2008 Chevrolet Avalanche LTZ

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

2008 Chevrolet Avalanche LTZ

New Haven, IN

UnscoredLimited · 7
$5,900189,772 mi

Comparison: 7 similar vehicles

New Haven, IN

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Warsaw, IN

UnscoredLimited · 6
$5,900277,299 mi

Comparison: 6 similar vehicles

Warsaw, IN

2002 Nissan Frontier SE

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

2002 Nissan Frontier SE

Warsaw, IN

UnscoredInsufficient · 0
$5,900228,824 mi

Warsaw, IN

2000 Chevrolet Silverado LS

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

2000 Chevrolet Silverado LS

Huntington, IN

UnscoredLimited · 11
$5,950282,658 mi

Comparison: 11 similar vehicles

Huntington, IN

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

Wabash, IN

UnscoredLimited · 17
$5,977184,807 mi

Comparison: 17 similar vehicles

Wabash, IN

No Photo

2010 RAM 1500 Pickup Sport

Fort Wayne, IN

UnscoredLimited · 10
$5,995185,385 mi

Comparison: 10 similar vehicles

Fort Wayne, IN

2003 Dodge Ram 1500 Pickup Laramie

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

2003 Dodge Ram 1500 Pickup Laramie

Butler, IN

UnscoredInsufficient · 0
$5,995206,207 mi

Butler, 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

Fort Wayne, IN

UnscoredInsufficient · 4
$5,999Mileage not verified

Comparison: 4 similar vehicles

Fort Wayne, 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

Larwill, IN

UnscoredModerate · 24
$6,202146,135 mi

Comparison: 24 similar vehicles

Larwill, IN

2004 Nissan Titan SE

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

2004 Nissan Titan SE

Warsaw, IN

UnscoredInsufficient · 3
$6,240160,073 mi

Comparison: 3 similar vehicles

Warsaw, IN

2012 Chevrolet Silverado 1500 LTZ

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

2012 Chevrolet Silverado 1500 LTZ

Garrett, IN

UnscoredModerate · 21
$6,245173,029 mi

Comparison: 21 similar vehicles

Garrett, IN

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

Butler, IN

UnscoredLimited · 8
$6,250220,219 mi

Comparison: 8 similar vehicles

Butler, IN

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

Fort Wayne, IN

UnscoredLimited · 8
$6,255188,387 mi

Comparison: 8 similar vehicles

Fort Wayne, IN

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Bryan, OH

UnscoredLimited · 13
$6,495205,774 mi

Comparison: 13 similar vehicles

Bryan, OH

2012 RAM 1500 Pickup Sport

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

2012 RAM 1500 Pickup Sport

Fort Wayne, IN

UnscoredLimited · 13
$6,500212,931 mi

Comparison: 13 similar vehicles

Fort Wayne, IN

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Angola, IN

UnscoredModerate · 35
$6,844183,768 mi

Comparison: 35 similar vehicles

Angola, IN

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Auburn, IN

UnscoredInsufficient · 4
$6,880237,728 mi

Comparison: 4 similar vehicles

Auburn, IN

2007 Chevrolet Colorado LT

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

2007 Chevrolet Colorado LT

New Haven, IN

UnscoredLimited · 12
$6,900160,963 mi

Comparison: 12 similar vehicles

New Haven, IN

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Warsaw, IN

UnscoredLimited · 9
$6,900192,436 mi

Comparison: 9 similar vehicles

Warsaw, IN

2006 Ford F-350 Super Duty Chassis Cab XLT

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

2006 Ford F-350 Super Duty Chassis Cab XLT

Peru, IN

UnscoredInsufficient · 0
$6,995115,737 mi

Peru, IN

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

Fort Wayne, IN

UnscoredRobust · 59
$6,996142,284 mi

Comparison: 59 similar vehicles

Fort Wayne, IN

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Fort Wayne, IN

Fair PriceRobust · 50
$6,999Mileage not verified

Market: $6,995 – $19,599

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Fort Wayne, IN

2005 Dodge Ram 2500 Pickup Laramie

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

2005 Dodge Ram 2500 Pickup Laramie

Celina, OH

UnscoredInsufficient · 0
$6,999217,785 mi

Celina, OH

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

Warsaw, IN

UnscoredModerate · 23
$7,009164,440 mi

Comparison: 23 similar vehicles

Warsaw, IN

2015 Ford F-350 Super Duty XL

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

2015 Ford F-350 Super Duty XL

Kendallville, IN

UnscoredModerate · 20
$7,094174,509 mi

Comparison: 20 similar vehicles

Kendallville, IN

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Larwill, IN

Salvage title
$7,102230,000 mi

Larwill, IN

2006 Ford F-350 Super Duty Chassis Cab Lariat

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

2006 Ford F-350 Super Duty Chassis Cab Lariat

Fort Wayne, IN

UnscoredInsufficient · 0
$7,250185,973 mi

Fort Wayne, IN

2014 RAM 1500 Laramie Longhorn

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

2014 RAM 1500 Laramie Longhorn

Fort Wayne, IN

UnscoredInsufficient · 0
$7,255109,747 mi

Fort Wayne, 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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