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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,787 listings found

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

Saint Joseph, MO

UnscoredInsufficient · 0
$2,498211,073 mi

Saint Joseph, MO

2007 Chevrolet Silverado Classic 1500 LT1

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

2007 Chevrolet Silverado Classic 1500 LT1

Rossville, KS

UnscoredInsufficient · 0
$3,900Mileage not verified

Rossville, KS

2003 Chevrolet Silverado 1500 LT

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

2003 Chevrolet Silverado 1500 LT

Frankfort, KS

UnscoredInsufficient · 0
$4,250213,177 mi

Frankfort, KS

2007 Dodge Ram 1500 Pickup ST

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

2007 Dodge Ram 1500 Pickup ST

Topeka, KS

Unscored
$4,695214,541 mi

Comparison: 5 similar vehicles

Topeka, KS

1997 Ford Ranger STX

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

1997 Ford Ranger STX

Meriden, KS

UnscoredInsufficient · 0
$4,995255,000 mi

Meriden, KS

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

Leavenworth, KS

UnscoredInsufficient · 3
$5,450223,003 mi

Comparison: 3 similar vehicles

Leavenworth, KS

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

Platte City, MO

Unscored
$5,850344,048 mi

Comparison: 5 similar vehicles

Platte City, MO

2007 Dodge Ram 1500 Pickup ST

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

2007 Dodge Ram 1500 Pickup ST

Topeka, KS

Unscored
$5,995167,756 mi

Comparison: 5 similar vehicles

Topeka, KS

2007 Chevrolet Silverado Classic 1500 LT3

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

2007 Chevrolet Silverado Classic 1500 LT3

Rossville, KS

UnscoredInsufficient · 0
$5,995231,712 mi

Rossville, KS

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Topeka, KS

Unscored
$6,495176,883 mi

Comparison: 30 similar vehicles

Topeka, KS

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

Seneca, KS

Unscored
$6,500162,008 mi

Comparison: 13 similar vehicles

Seneca, KS

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

Atchison, KS

Unscored
$6,645215,393 mi

Comparison: 108 similar vehicles

Atchison, KS

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

Savannah, MO

UnscoredInsufficient · 0
$6,995124,292 mi

Savannah, MO

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Topeka, KS

UnscoredInsufficient · 3
$6,995167,000 mi

Comparison: 3 similar vehicles

Topeka, KS

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Meriden, KS

Unscored
$7,294265,000 mi

Comparison: 5 similar vehicles

Meriden, KS

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

Savannah, MO

Unscored
$7,295167,730 mi

Comparison: 5 similar vehicles

Savannah, MO

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

Platte City, MO

Unscored
$7,864198,750 mi

Comparison: 7 similar vehicles

Platte City, MO

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Rossville, KS

Unscored
$7,995165,319 mi

Comparison: 12 similar vehicles

Rossville, KS

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

Topeka, KS

UnscoredInsufficient · 3
$7,995232,556 mi

Comparison: 3 similar vehicles

Topeka, KS

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

Topeka, KS

Unscored
$7,995211,348 mi

Comparison: 48 similar vehicles

Topeka, KS

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Rossville, KS

Fair PriceLimited · 19
$7,995Mileage not verified

Market: $5,950 – $13,844

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 474 days listed (based on current market benchmarks)

Rossville, KS

2016 Chevrolet Colorado Work Truck

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

2016 Chevrolet Colorado Work Truck

Topeka, KS

Unscored
$8,000147,680 mi

Comparison: 5 similar vehicles

Topeka, KS

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Seneca, KS

Unscored
$8,000212,402 mi

Comparison: 28 similar vehicles

Seneca, KS

2007 Ford F-150 STX

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

2007 Ford F-150 STX

Meriden, KS

UnscoredInsufficient · 0
$8,294186,000 mi

Meriden, KS

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

Saint Joseph, MO

Unscored
$8,40089,539 mi

Comparison: 5 similar vehicles

Saint Joseph, MO

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

Rossville, KS

UnscoredInsufficient · 4
$8,995173,432 mi

Comparison: 4 similar vehicles

Rossville, KS

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

Topeka, KS

Unscored
$8,995191,000 mi

Comparison: 17 similar vehicles

Topeka, KS

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Saint Marys, KS

Unscored
$8,995125,827 mi

Comparison: 5 similar vehicles

Saint Marys, KS

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Leavenworth, KS

Unscored
$9,098235,089 mi

Comparison: 9 similar vehicles

Leavenworth, KS

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Saint Joseph, MO

Unscored
$9,650208,451 mi

Comparison: 15 similar vehicles

Saint Joseph, MO

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

Saint Joseph, MO

UnscoredInsufficient · 4
$9,700191,812 mi

Comparison: 4 similar vehicles

Saint Joseph, MO

2000 Ford F-350 Super Duty LARIAT

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

2000 Ford F-350 Super Duty LARIAT

Atchison, KS

UnscoredInsufficient · 0
$9,845297,981 mi

Atchison, KS

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Falls City, NE

Unscored
$9,900232,717 mi

Comparison: 114 similar vehicles

Falls City, NE

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

Saint Joseph, MO

Unscored
$9,900154,702 mi

Comparison: 28 similar vehicles

Saint Joseph, MO

2007 Ford Ranger XLT

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

2007 Ford Ranger XLT

Seneca, KS

UnscoredInsufficient · 0
$9,90093,315 mi

Seneca, KS

2005 Dodge Ram 1500 Pickup Laramie

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

2005 Dodge Ram 1500 Pickup Laramie

Topeka, KS

UnscoredInsufficient · 0
$9,950165,779 mi

Topeka, KS

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Saint Joseph, MO

UnscoredInsufficient · 0
$9,990147,879 mi

Saint Joseph, MO

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

Saint Marys, KS

Unscored
$9,995209,737 mi

Comparison: 6 similar vehicles

Saint Marys, KS

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Savannah, MO

Unscored
$9,995178,736 mi

Comparison: 12 similar vehicles

Savannah, MO

2013 GMC Sierra 3500 SLE

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

2013 GMC Sierra 3500 SLE

Savannah, MO

UnscoredInsufficient · 0
$9,995300,703 mi

Savannah, MO

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

Topeka, KS

Unscored
$9,995123,220 mi

Comparison: 8 similar vehicles

Topeka, KS

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

Savannah, MO

Unscored
$10,495192,487 mi

Comparison: 46 similar vehicles

Savannah, MO

2002 GMC Sierra 3500 SLE

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

2002 GMC Sierra 3500 SLE

Savannah, MO

Unscored
$10,495273,052 mi

Comparison: 5 similar vehicles

Savannah, MO

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Saint Joseph, MO

UnscoredInsufficient · 4
$10,900242,808 mi

Comparison: 4 similar vehicles

Saint Joseph, MO

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Saint Joseph, MO

Unscored
$10,900137,264 mi

Comparison: 6 similar vehicles

Saint Joseph, MO

2011 Ford F-350 Super Duty Lariat

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

2011 Ford F-350 Super Duty Lariat

Sabetha, KS

Unscored
$10,900233,044 mi

Comparison: 9 similar vehicles

Sabetha, KS

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

Saint Joseph, MO

Unscored
$10,990206,228 mi

Comparison: 6 similar vehicles

Saint Joseph, MO

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

Leavenworth, KS

UnscoredInsufficient · 4
$10,995182,981 mi

Comparison: 4 similar vehicles

Leavenworth, KS

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Rossville, KS

Unscored
$10,995Mileage not verified

Comparison: 5 similar vehicles

Rossville, KS

2005 Dodge Ram 1500 Pickup Laramie

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

2005 Dodge Ram 1500 Pickup Laramie

Meriden, KS

Unscored
$11,294137,000 mi

Comparison: 7 similar vehicles

Meriden, KS

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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