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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

8,121 listings found

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

Saint Peter, MN

UnscoredLimited · 5
$2,995208,265 mi

Comparison: 5 similar vehicles

Saint Peter, MN

2003 Ford Ranger Edge

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

2003 Ford Ranger Edge

Burnsville, MN

UnscoredInsufficient · 0
$3,270144,832 mi

Burnsville, MN

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Glencoe, MN

UnscoredInsufficient · 0
$3,345280,539 mi

Glencoe, MN

No Photo

2015 RAM 1500 Pickup Tradesman

Redwood Falls, MN

UnscoredLimited · 12
$3,495279,645 mi

Comparison: 12 similar vehicles

Redwood Falls, MN

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Hutchinson, MN

UnscoredLimited · 12
$3,495281,609 mi

Comparison: 12 similar vehicles

Hutchinson, MN

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Farmington, MN

UnscoredInsufficient · 0
$3,499216,116 mi

Farmington, MN

2004 Ford F-150 STX

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

2004 Ford F-150 STX

Apple Valley, MN

UnscoredLimited · 6
$3,540225,507 mi

Comparison: 6 similar vehicles

Apple Valley, MN

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

Farmington, MN

UnscoredInsufficient · 0
$3,699200,832 mi

Farmington, MN

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

Farmington, MN

UnscoredInsufficient · 0
$3,799158,913 mi

Farmington, MN

2010 RAM 1500 Pickup ST

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

2010 RAM 1500 Pickup ST

Buffalo, MN

UnscoredInsufficient · 3
$3,995234,370 mi

Comparison: 3 similar vehicles

Buffalo, MN

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

Redwood Falls, MN

UnscoredLimited · 5
$3,995186,861 mi

Comparison: 5 similar vehicles

Redwood Falls, MN

1997 Chevrolet K1500 WORK TRUCK

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

1997 Chevrolet K1500 WORK TRUCK

Hutchinson, MN

UnscoredInsufficient · 0
$3,995205,303 mi

Hutchinson, MN

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Farmington, MN

UnscoredInsufficient · 3
$3,999179,920 mi

Comparison: 3 similar vehicles

Farmington, MN

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

Farmington, MN

UnscoredLimited · 16
$3,999291,473 mi

Comparison: 16 similar vehicles

Farmington, MN

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

Farmington, MN

UnscoredInsufficient · 0
$3,999223,120 mi

Farmington, MN

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

Faribault, MN

UnscoredLimited · 14
$4,150184,075 mi

Comparison: 14 similar vehicles

Faribault, MN

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

Burnsville, MN

UnscoredInsufficient · 0
$4,270219,398 mi

Burnsville, MN

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Burnsville, MN

UnscoredLimited · 5
$4,270126,987 mi

Comparison: 5 similar vehicles

Burnsville, MN

2007 Dodge Ram 1500 Pickup Laramie

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

2007 Dodge Ram 1500 Pickup Laramie

Shakopee, MN

UnscoredInsufficient · 0
$4,293133,592 mi

Shakopee, MN

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

Minneapolis, MN

UnscoredInsufficient · 0
$4,495153,133 mi

Minneapolis, MN

2006 Chevrolet Colorado Work Truck

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

2006 Chevrolet Colorado Work Truck

Long Lake, MN

UnscoredInsufficient · 0
$4,500164,000 mi

Long Lake, MN

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Gaylord, MN

UnscoredLimited · 8
$4,900248,906 mi

Comparison: 8 similar vehicles

Gaylord, MN

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Minnetonka, MN

UnscoredLimited · 6
$4,995190,599 mi

Comparison: 6 similar vehicles

Minnetonka, MN

2009 Chevrolet Silverado 2500HD LTZ

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

2009 Chevrolet Silverado 2500HD LTZ

Farmington, MN

UnscoredLimited · 7
$5,000269,589 mi

Comparison: 7 similar vehicles

Farmington, MN

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

Burnsville, MN

UnscoredLimited · 15
$5,270213,687 mi

Comparison: 15 similar vehicles

Burnsville, MN

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

New Ulm, MN

UnscoredModerate · 46
$5,305199,158 mi

Comparison: 46 similar vehicles

New Ulm, MN

2004 Chevrolet Silverado 1500 LS

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

2004 Chevrolet Silverado 1500 LS

Hutchinson, MN

UnscoredInsufficient · 3
$5,338163,793 mi

Comparison: 3 similar vehicles

Hutchinson, MN

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

Glencoe, MN

UnscoredLimited · 16
$5,345244,249 mi

Comparison: 16 similar vehicles

Glencoe, MN

2013 Chevrolet Avalanche LTZ

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

2013 Chevrolet Avalanche LTZ

Glencoe, MN

UnscoredInsufficient · 0
$5,349231,785 mi

Glencoe, MN

2001 Toyota Tundra SR5

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

2001 Toyota Tundra SR5

Glencoe, MN

UnscoredInsufficient · 0
$5,349213,137 mi

Glencoe, MN

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Rosemount, MN

UnscoredModerate · 31
$5,895186,071 mi

Comparison: 31 similar vehicles

Rosemount, MN

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

Farmington, MN

UnscoredLimited · 10
$5,900224,700 mi

Comparison: 10 similar vehicles

Farmington, MN

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

Prior Lake, MN

UnscoredLimited · 10
$5,900191,193 mi

Comparison: 10 similar vehicles

Prior Lake, MN

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Loretto, MN

UnscoredInsufficient · 0
$5,980316,591 mi

Loretto, MN

No Photo

2020 Ford F-150 XL

Redwood Falls, MN

UnscoredRobust · 68
$5,995228,684 mi

Comparison: 68 similar vehicles

Redwood Falls, MN

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

Redwood Falls, MN

UnscoredInsufficient · 4
$5,995241,403 mi

Comparison: 4 similar vehicles

Redwood Falls, MN

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

Redwood Falls, MN

UnscoredRobust · 66
$5,995182,525 mi

Comparison: 66 similar vehicles

Redwood Falls, MN

No Photo

2004 GMC Sierra 1500 Work Truck

Minneapolis, MN

UnscoredInsufficient · 0
$5,995205,466 mi

Minneapolis, MN

1998 GMC Sierra SL

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

1998 GMC Sierra SL

Saint Peter, MN

UnscoredInsufficient · 3
$5,995262,324 mi

Comparison: 3 similar vehicles

Saint Peter, MN

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

Maple Plain, MN

Salvage title
$5,999161,680 mi

Maple Plain, MN

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

Farmington, MN

UnscoredLimited · 9
$5,999125,834 mi

Comparison: 9 similar vehicles

Farmington, MN

2009 Dodge Dakota Big Horn

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

2009 Dodge Dakota Big Horn

Maple Plain, MN

UnscoredInsufficient · 0
$5,999150,226 mi

Maple Plain, MN

1998 Ford F-150 STANDARD

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

1998 Ford F-150 STANDARD

Maple Plain, MN

UnscoredInsufficient · 0
$5,99965,943 mi

Maple Plain, MN

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

Burnsville, MN

UnscoredLimited · 15
$6,270185,123 mi

Comparison: 15 similar vehicles

Burnsville, MN

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

Faribault, MN

UnscoredLimited · 13
$6,348183,701 mi

Comparison: 13 similar vehicles

Faribault, MN

2002 Ford F-250 Super Duty XL

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

2002 Ford F-250 Super Duty XL

Glencoe, MN

UnscoredInsufficient · 0
$6,349318,812 mi

Glencoe, MN

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Minneapolis, MN

UnscoredLimited · 9
$6,450253,302 mi

Comparison: 9 similar vehicles

Minneapolis, MN

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Minneapolis, MN

UnscoredInsufficient · 4
$6,500234,000 mi

Comparison: 4 similar vehicles

Minneapolis, MN

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Buffalo, MN

UnscoredLimited · 18
$6,850215,652 mi

Comparison: 18 similar vehicles

Buffalo, MN

2008 Chevrolet Silverado 2500HD Work Truck

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

2008 Chevrolet Silverado 2500HD Work Truck

Gaylord, MN

UnscoredInsufficient · 0
$6,900182,001 mi

Gaylord, MN

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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