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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 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

507 listings found

2001 Dodge Dakota Base

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

2001 Dodge Dakota Base

Fort Morgan, CO

UnscoredInsufficient · 0
$6,750165,972 mi

Fort Morgan, CO

2010 Chevrolet Colorado 1LT

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

2010 Chevrolet Colorado 1LT

Sidney, NE

UnscoredInsufficient · 0
$7,24468,652 mi

Sidney, NE

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Sterling, CO

UnscoredInsufficient · 0
$7,430212,142 mi

Sterling, CO

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Fort Morgan, CO

UnscoredInsufficient · 0
$7,500160,530 mi

Fort Morgan, CO

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

Fort Morgan, CO

UnscoredLimited · 7
$7,650225,899 mi

Comparison: 7 similar vehicles

Fort Morgan, CO

2006 Ford F-350 Super Duty XLT

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

2006 Ford F-350 Super Duty XLT

Sterling, CO

UnscoredInsufficient · 0
$9,950197,290 mi

Sterling, CO

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

Fort Morgan, CO

UnscoredLimited · 8
$11,500110,306 mi

Comparison: 8 similar vehicles

Fort Morgan, CO

2001 Ford Ranger XL

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

2001 Ford Ranger XL

Sterling, CO

UnscoredInsufficient · 0
$11,998157,875 mi

Sterling, CO

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

Akron, CO

UnscoredInsufficient · 0
$13,495152,374 mi

Akron, CO

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Fort Morgan, CO

UnscoredInsufficient · 0
$13,495138,261 mi

Fort Morgan, CO

2002 Ford Ranger Edge Plus

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

2002 Ford Ranger Edge Plus

Sterling, CO

UnscoredInsufficient · 0
$13,495223,919 mi

Sterling, CO

2017 RAM 1500 Pickup SLT

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

2017 RAM 1500 Pickup SLT

Akron, CO

UnscoredLimited · 7
$13,749152,533 mi

Comparison: 7 similar vehicles

Akron, CO

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

Fort Morgan, CO

UnscoredInsufficient · 0
$13,800147,540 mi

Fort Morgan, CO

2007 Chevrolet Silverado Classic 2500HD LT3

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

2007 Chevrolet Silverado Classic 2500HD LT3

Sterling, CO

UnscoredInsufficient · 3
$13,995312,877 mi

Comparison: 3 similar vehicles

Sterling, CO

2010 Chevrolet Silverado 1500 Work Truck

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

2010 Chevrolet Silverado 1500 Work Truck

Sterling, CO

UnscoredInsufficient · 0
$14,38961,612 mi

Sterling, CO

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

Fort Morgan, CO

UnscoredLimited · 17
$14,500128,144 mi

Comparison: 17 similar vehicles

Fort Morgan, CO

2011 Chevrolet Silverado 2500HD Work Truck

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

2011 Chevrolet Silverado 2500HD Work Truck

Fort Morgan, CO

UnscoredInsufficient · 0
$14,500182,618 mi

Fort Morgan, CO

2002 Chevrolet Silverado 2500HD LT

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

2002 Chevrolet Silverado 2500HD LT

Fort Morgan, CO

UnscoredInsufficient · 0
$14,500150,852 mi

Fort Morgan, CO

2003 Ford F-250 Super Duty Lariat

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

2003 Ford F-250 Super Duty Lariat

Sterling, CO

UnscoredInsufficient · 3
$14,963157,000 mi

Comparison: 3 similar vehicles

Sterling, CO

2016 GMC Canyon Base

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

2016 GMC Canyon Base

Sterling, CO

OverpricedLimited · 10
$15,000119,185 mi

Market: $9,551 – $10,446

Comparison: 10 similar vehicles

Priced ~44% above the typical market range for similar vehicles (based on current market benchmarks)

Sterling, CO

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

Sterling, CO

UnscoredModerate · 42
$15,329172,087 mi

Comparison: 42 similar vehicles

Sterling, CO

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

Brush, CO

UnscoredModerate · 46
$15,754147,860 mi

Comparison: 46 similar vehicles

Brush, CO

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Yuma, CO

UnscoredModerate · 38
$15,944133,809 mi

Comparison: 38 similar vehicles

Yuma, CO

2013 GMC Sierra 1500 Denali

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

2013 GMC Sierra 1500 Denali

Fort Morgan, CO

UnscoredInsufficient · 0
$15,990166,715 mi

Fort Morgan, CO

2015 RAM 2500 Pickup Tradesman

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

2015 RAM 2500 Pickup Tradesman

Akron, CO

UnscoredLimited · 16
$15,995157,292 mi

Comparison: 16 similar vehicles

Akron, CO

2017 Chevrolet Silverado 1500 Work Truck 1WT

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

2017 Chevrolet Silverado 1500 Work Truck 1WT

Fort Morgan, CO

UnscoredInsufficient · 4
$16,250148,932 mi

Comparison: 4 similar vehicles

Fort Morgan, CO

2018 Chevrolet Silverado 1500 1LS

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

2018 Chevrolet Silverado 1500 1LS

Fort Morgan, CO

UnscoredInsufficient · 0
$16,550142,621 mi

Fort Morgan, CO

2014 Ford F-250 Super Duty XL

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

2014 Ford F-250 Super Duty XL

Akron, CO

UnscoredInsufficient · 0
$16,995158,346 mi

Akron, CO

2010 Ford F-250 Super Duty XL

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

2010 Ford F-250 Super Duty XL

Kimball, NE

UnscoredInsufficient · 0
$16,999159,080 mi

Kimball, NE

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Fort Morgan, CO

UnscoredInsufficient · 0
$17,485134,345 mi

Fort Morgan, CO

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

Fort Morgan, CO

Fair PriceLimited · 17
$17,49993,167 mi

Market: $6,995 – $17,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Fort Morgan, CO

2018 GMC Sierra 1500 SLE

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

2018 GMC Sierra 1500 SLE

Fort Morgan, CO

UnscoredLimited · 17
$17,500158,576 mi

Comparison: 17 similar vehicles

Fort Morgan, CO

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

Fort Morgan, CO

UnscoredInsufficient · 4
$17,988114,020 mi

Comparison: 4 similar vehicles

Fort Morgan, CO

2012 RAM 1500 Pickup Big Horn/Lone Star

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

2012 RAM 1500 Pickup Big Horn/Lone Star

Sidney, NE

UnscoredInsufficient · 0
$17,995106,758 mi

Sidney, NE

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Sterling, CO

UnscoredLimited · 10
$17,995147,824 mi

Comparison: 10 similar vehicles

Sterling, CO

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Fort Morgan, CO

UnscoredLimited · 11
$17,999148,126 mi

Comparison: 11 similar vehicles

Fort Morgan, CO

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Sterling, CO

UnscoredLimited · 6
$18,695192,607 mi

Comparison: 6 similar vehicles

Sterling, CO

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Kimball, NE

UnscoredLimited · 12
$18,799163,395 mi

Comparison: 12 similar vehicles

Kimball, NE

2016 GMC Sierra 2500HD Base

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

2016 GMC Sierra 2500HD Base

Akron, CO

UnscoredInsufficient · 0
$18,995146,881 mi

Akron, CO

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Sterling, CO

UnscoredLimited · 7
$19,777164,365 mi

Comparison: 7 similar vehicles

Sterling, CO

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

Fort Morgan, CO

UnscoredLimited · 8
$19,995141,324 mi

Comparison: 8 similar vehicles

Fort Morgan, CO

2004 Chevrolet Silverado 2500HD Work

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

2004 Chevrolet Silverado 2500HD Work

Akron, CO

UnscoredInsufficient · 0
$19,99586,912 mi

Akron, CO

2015 Ford F-250 Super Duty XLT

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

2015 Ford F-250 Super Duty XLT

Fort Morgan, CO

UnscoredInsufficient · 4
$19,998135,261 mi

Comparison: 4 similar vehicles

Fort Morgan, CO

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Fort Morgan, CO

UnscoredInsufficient · 4
$20,500127,212 mi

Comparison: 4 similar vehicles

Fort Morgan, CO

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Sterling, CO

Fair PriceModerate · 46
$20,575104,128 mi

Market: $11,150 – $27,988

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Sterling, CO

2015 Ford F-150 Platinum

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

2015 Ford F-150 Platinum

Sterling, CO

UnscoredLimited · 9
$20,949108,287 mi

Comparison: 9 similar vehicles

Sterling, CO

2018 RAM 1500 Pickup Laramie

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

2018 RAM 1500 Pickup Laramie

Sidney, NE

UnscoredLimited · 7
$20,995115,896 mi

Comparison: 7 similar vehicles

Sidney, NE

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Sterling, CO

Fair PriceRobust · 67
$20,99593,322 mi

Market: $16,994 – $26,995

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Sterling, CO

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Akron, CO

UnscoredLimited · 9
$20,995106,324 mi

Comparison: 9 similar vehicles

Akron, CO

2013 RAM 2500 Pickup Laramie

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

2013 RAM 2500 Pickup Laramie

Sterling, CO

UnscoredInsufficient · 3
$20,995212,356 mi

Comparison: 3 similar vehicles

Sterling, CO

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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