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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

1,578 listings found

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Kearney, NE

UnscoredInsufficient · 0
$2,787211,895 mi

Kearney, NE

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

Kearney, NE

UnscoredLimited · 5
$3,787171,030 mi

Comparison: 5 similar vehicles

Kearney, NE

1998 Dodge Ram Pickup ST

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

1998 Dodge Ram Pickup ST

Kearney, NE

UnscoredInsufficient · 3
$3,787260,458 mi

Comparison: 3 similar vehicles

Kearney, NE

No Photo

2003 Ford F-150 Lariat

Hastings, NE

UnscoredInsufficient · 0
$4,299193,350 mi

Hastings, NE

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

Sutton, NE

UnscoredLimited · 6
$4,399154,247 mi

Comparison: 6 similar vehicles

Sutton, NE

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

Kearney, NE

UnscoredInsufficient · 3
$4,787220,956 mi

Comparison: 3 similar vehicles

Kearney, NE

1999 Ford F-350 Super Duty XL

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

1999 Ford F-350 Super Duty XL

Hazard, NE

UnscoredInsufficient · 0
$4,900229,380 mi

Hazard, NE

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

Kearney, NE

UnscoredInsufficient · 0
$4,950Mileage not verified

Kearney, NE

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Hastings, NE

UnscoredInsufficient · 3
$5,199Mileage not verified

Comparison: 3 similar vehicles

Hastings, NE

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

Kearney, NE

UnscoredModerate · 21
$5,287254,500 mi

Comparison: 21 similar vehicles

Kearney, NE

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Kearney, NE

UnscoredInsufficient · 3
$5,287207,377 mi

Comparison: 3 similar vehicles

Kearney, NE

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Kearney, NE

UnscoredInsufficient · 0
$5,287161,255 mi

Kearney, NE

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Grand Island, NE

UnscoredInsufficient · 0
$5,780227,565 mi

Grand Island, NE

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

Grand Island, NE

UnscoredLimited · 11
$5,900218,000 mi

Comparison: 11 similar vehicles

Grand Island, NE

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

Hastings, NE

UnscoredLimited · 5
$5,900333,581 mi

Comparison: 5 similar vehicles

Hastings, NE

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Kearney, NE

UnscoredInsufficient · 0
$5,950209,701 mi

Kearney, NE

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

Grand Island, NE

UnscoredInsufficient · 0
$5,975165,270 mi

Grand Island, NE

2005 Dodge Dakota Laramie

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

2005 Dodge Dakota Laramie

Grand Island, NE

UnscoredInsufficient · 0
$5,975214,315 mi

Grand Island, NE

2005 GMC Canyon Z85 SLE/SB

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

2005 GMC Canyon Z85 SLE/SB

Grand Island, NE

UnscoredInsufficient · 0
$5,975Mileage not verified

Grand Island, NE

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

Wood River, NE

UnscoredLimited · 10
$6,250215,666 mi

Comparison: 10 similar vehicles

Wood River, NE

2005 GMC Sierra 1500 SLT

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

2005 GMC Sierra 1500 SLT

Kearney, NE

UnscoredInsufficient · 0
$6,287251,101 mi

Kearney, NE

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

Aurora, NE

UnscoredInsufficient · 3
$6,500196,950 mi

Comparison: 3 similar vehicles

Aurora, NE

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Hastings, NE

UnscoredModerate · 27
$6,546180,821 mi

Comparison: 27 similar vehicles

Hastings, NE

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Hastings, NE

UnscoredLimited · 9
$6,592255,636 mi

Comparison: 9 similar vehicles

Hastings, NE

2012 GMC Canyon SLT

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

2012 GMC Canyon SLT

Aurora, NE

UnscoredInsufficient · 0
$6,900183,960 mi

Aurora, NE

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Minden, NE

UnscoredLimited · 6
$6,950180,808 mi

Comparison: 6 similar vehicles

Minden, NE

2007 Dodge Ram 2500 Pickup Laramie

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

2007 Dodge Ram 2500 Pickup Laramie

Kearney, NE

UnscoredInsufficient · 0
$6,950302,128 mi

Kearney, NE

2002 Ford Explorer Sport Trac Value

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

2002 Ford Explorer Sport Trac Value

Grand Island, NE

UnscoredInsufficient · 0
$6,975Mileage not verified

Grand Island, NE

2011 GMC Sierra 1500 Work Truck

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

2011 GMC Sierra 1500 Work Truck

Central City, NE

UnscoredInsufficient · 0
$6,995199,200 mi

Central City, NE

2006 Ford F-150 Lariat

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

2006 Ford F-150 Lariat

Kenesaw, NE

UnscoredInsufficient · 0
$6,995177,211 mi

Kenesaw, NE

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

Belgrade, NE

UnscoredInsufficient · 0
$6,995217,000 mi

Belgrade, NE

1997 Ford F-150 XLT

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

1997 Ford F-150 XLT

Kearney, NE

UnscoredInsufficient · 0
$6,995133,077 mi

Kearney, 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

Kearney, NE

UnscoredLimited · 9
$7,287198,751 mi

Comparison: 9 similar vehicles

Kearney, NE

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

Kearney, NE

UnscoredLimited · 12
$7,287222,531 mi

Comparison: 12 similar vehicles

Kearney, NE

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Kearney, NE

UnscoredInsufficient · 3
$7,287235,827 mi

Comparison: 3 similar vehicles

Kearney, NE

2004 Chevrolet Silverado 2500HD LT

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

2004 Chevrolet Silverado 2500HD LT

Kearney, NE

UnscoredInsufficient · 4
$7,287241,251 mi

Comparison: 4 similar vehicles

Kearney, NE

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

Kearney, NE

UnscoredInsufficient · 3
$7,287230,601 mi

Comparison: 3 similar vehicles

Kearney, NE

2001 Dodge Ram Pickup SLT

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

2001 Dodge Ram Pickup SLT

Kearney, NE

UnscoredLimited · 9
$7,287168,794 mi

Comparison: 9 similar vehicles

Kearney, NE

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

Kearney, NE

UnscoredLimited · 5
$7,287150,846 mi

Comparison: 5 similar vehicles

Kearney, NE

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

Grand Island, NE

UnscoredLimited · 11
$7,949160,706 mi

Comparison: 11 similar vehicles

Grand Island, NE

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Kearney, NE

UnscoredLimited · 16
$7,950221,183 mi

Comparison: 16 similar vehicles

Kearney, NE

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

Hazard, NE

UnscoredModerate · 32
$7,950193,250 mi

Comparison: 32 similar vehicles

Hazard, NE

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

Grand Island, NE

Fair PriceModerate · 26
$7,975Mileage not verified

Market: $5,287 – $18,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Grand Island, NE

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Wood River, NE

UnscoredLimited · 5
$7,995198,822 mi

Comparison: 5 similar vehicles

Wood River, NE

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

Kearney, NE

UnscoredLimited · 13
$8,290196,744 mi

Comparison: 13 similar vehicles

Kearney, NE

2012 RAM 2500 Pickup SLT

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

2012 RAM 2500 Pickup SLT

Hazard, NE

UnscoredLimited · 10
$8,500Mileage not verified

Comparison: 10 similar vehicles

Hazard, NE

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Grand Island, NE

UnscoredInsufficient · 0
$8,770103,171 mi

Grand Island, NE

2008 Chevrolet Silverado 2500HD 1LT

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

2008 Chevrolet Silverado 2500HD 1LT

Minden, NE

UnscoredLimited · 5
$8,950190,771 mi

Comparison: 5 similar vehicles

Minden, NE

2008 Chevrolet Silverado 1500 LS

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

2008 Chevrolet Silverado 1500 LS

Kearney, NE

Salvage title
$8,950150,000 mi

Kearney, NE

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Hastings, NE

UnscoredInsufficient · 3
$8,950238,438 mi

Comparison: 3 similar vehicles

Hastings, NE

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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