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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 5, 2026

6.8M+

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

6,229 listings found

1995 Chevrolet Tahoe

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

1995 Chevrolet Tahoe

Hutchinson, MN

UnscoredInsufficient · 0
$1,900178,101 mi

Hutchinson, MN

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Redwood Falls, MN

UnscoredInsufficient · 0
$1,995264,255 mi

Redwood Falls, MN

No Photo

2005 GMC Canyon

Redwood Falls, MN

UnscoredInsufficient · 0
$1,995251,794 mi

Redwood Falls, MN

1999 Ford Expedition EDDIE BAUER

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

1999 Ford Expedition EDDIE BAUER

Redwood Falls, MN

UnscoredInsufficient · 0
$1,995241,000 mi

Redwood Falls, MN

2004 Chrysler Sebring

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

2004 Chrysler Sebring

Hutchinson, MN

UnscoredInsufficient · 0
$2,000143,504 mi

Hutchinson, MN

2016 Kia Soul Base

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

2016 Kia Soul Base

Redwood Falls, MN

Unscored
$2,295176,032 mi

Comparison: 26 similar vehicles

Redwood Falls, MN

2009 Chevrolet HHR LT

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

2009 Chevrolet HHR LT

Redwood Falls, MN

UnscoredInsufficient · 0
$2,295185,084 mi

Redwood Falls, MN

2006 Buick LaCrosse CXS

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

2006 Buick LaCrosse CXS

Redwood Falls, MN

UnscoredInsufficient · 0
$2,295237,100 mi

Redwood Falls, MN

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Redwood Falls, MN

Unscored
$2,495171,568 mi

Comparison: 5 similar vehicles

Redwood Falls, MN

2003 Buick Rendezvous AWD CX

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

2003 Buick Rendezvous AWD CX

Redwood Falls, MN

UnscoredInsufficient · 0
$2,495213,569 mi

Redwood Falls, MN

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Alexandria, MN

UnscoredInsufficient · 0
$2,500130,566 mi

Alexandria, MN

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Redwood Falls, MN

UnscoredInsufficient · 0
$2,695203,696 mi

Redwood Falls, MN

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Redwood Falls, MN

Unscored
$2,695311,185 mi

Comparison: 12 similar vehicles

Redwood Falls, MN

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

St. Cloud, MN

Unscored
$2,849207,938 mi

Comparison: 6 similar vehicles

St. Cloud, MN

2013 Ford Edge SE

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

2013 Ford Edge SE

Redwood Falls, MN

UnscoredInsufficient · 0
$2,995232,348 mi

Redwood Falls, MN

2011 Dodge Nitro SE

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

2011 Dodge Nitro SE

Redwood Falls, MN

UnscoredInsufficient · 0
$2,995191,439 mi

Redwood Falls, MN

2010 Dodge Grand Caravan Cargo

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

2010 Dodge Grand Caravan Cargo

Redwood Falls, MN

UnscoredInsufficient · 0
$2,995222,703 mi

Redwood Falls, MN

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Redwood Falls, MN

Unscored
$2,995223,208 mi

Comparison: 9 similar vehicles

Redwood Falls, MN

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Redwood Falls, MN

Unscored
$2,995240,013 mi

Comparison: 7 similar vehicles

Redwood Falls, MN

2005 Ford Escape Hybrid

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

2005 Ford Escape Hybrid

Hutchinson, MN

UnscoredInsufficient · 0
$2,995211,751 mi

Hutchinson, MN

1990 Chevrolet GMT400

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

1990 Chevrolet GMT400

Hutchinson, MN

UnscoredInsufficient · 0
$2,995155,594 mi

Hutchinson, MN

2006 Volvo XC90 V8

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

2006 Volvo XC90 V8

Silver Lake, MN

UnscoredInsufficient · 0
$3,000334,766 mi

Silver Lake, MN

2006 Chevrolet HHR LT

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

2006 Chevrolet HHR LT

Hutchinson, MN

UnscoredInsufficient · 0
$3,038198,252 mi

Hutchinson, MN

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

Paynesville, MN

UnscoredInsufficient · 3
$3,250260,002 mi

Comparison: 3 similar vehicles

Paynesville, MN

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Redwood Falls, MN

UnscoredInsufficient · 0
$3,295193,004 mi

Redwood Falls, MN

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Paynesville, MN

Unscored
$3,350193,328 mi

Comparison: 15 similar vehicles

Paynesville, MN

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Redwood Falls, MN

Unscored
$3,495279,645 mi

Comparison: 12 similar vehicles

Redwood Falls, MN

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Redwood Falls, MN

Unscored
$3,495160,502 mi

Comparison: 23 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

Unscored
$3,495281,609 mi

Comparison: 12 similar vehicles

Hutchinson, MN

2005 Volkswagen Passat GLS

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

2005 Volkswagen Passat GLS

Lowry, MN

UnscoredInsufficient · 0
$3,499189,325 mi

Lowry, MN

2014 Kia Forte LX

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

2014 Kia Forte LX

Redwood Falls, MN

Unscored
$3,695201,948 mi

Comparison: 9 similar vehicles

Redwood Falls, MN

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Redwood Falls, MN

Unscored
$3,695235,620 mi

Comparison: 5 similar vehicles

Redwood Falls, MN

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Redwood Falls, MN

Unscored
$3,695182,995 mi

Comparison: 6 similar vehicles

Redwood Falls, MN

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Hutchinson, MN

Unscored
$3,838152,912 mi

Comparison: 9 similar vehicles

Hutchinson, MN

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

St. Cloud, MN

Unscored
$3,849291,721 mi

Comparison: 6 similar vehicles

St. Cloud, MN

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Paynesville, MN

Unscored
$3,900157,762 mi

Comparison: 5 similar vehicles

Paynesville, MN

1995 Cadillac DeVille

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

1995 Cadillac DeVille

Sauk Centre, MN

UnscoredInsufficient · 0
$3,909109,633 mi

Sauk Centre, MN

2006 Chevrolet Silverado 1500 LT2

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

2006 Chevrolet Silverado 1500 LT2

Sauk Centre, MN

Salvage title
$3,988275,844 mi

Sauk Centre, MN

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Glenwood, MN

UnscoredInsufficient · 4
$3,989156,323 mi

Comparison: 4 similar vehicles

Glenwood, MN

2008 Scion xB Base

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

2008 Scion xB Base

Hutchinson, MN

UnscoredInsufficient · 0
$3,994207,882 mi

Hutchinson, MN

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Redwood Falls, MN

UnscoredInsufficient · 4
$3,995205,306 mi

Comparison: 4 similar vehicles

Redwood Falls, MN

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Redwood Falls, MN

Unscored
$3,995159,459 mi

Comparison: 11 similar vehicles

Redwood Falls, 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

UnscoredInsufficient · 4
$3,995186,861 mi

Comparison: 4 similar vehicles

Redwood Falls, MN

2007 GMC Savana

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

2007 GMC Savana

Hutchinson, MN

UnscoredInsufficient · 0
$3,995223,343 mi

Hutchinson, MN

2007 Nissan Maxima SL

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

2007 Nissan Maxima SL

Hutchinson, MN

UnscoredInsufficient · 0
$3,995Mileage not verified

Hutchinson, MN

2007 Ford Edge SE

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

2007 Ford Edge SE

Redwood Falls, MN

UnscoredInsufficient · 3
$3,995178,374 mi

Comparison: 3 similar vehicles

Redwood Falls, MN

2007 Hummer H3

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

2007 Hummer H3

Hutchinson, MN

Unscored
$3,995194,126 mi

Comparison: 7 similar vehicles

Hutchinson, MN

2005 Acura RL Base

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

2005 Acura RL Base

Hutchinson, MN

UnscoredInsufficient · 0
$3,995204,169 mi

Hutchinson, MN

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Redwood Falls, MN

UnscoredInsufficient · 0
$3,995178,595 mi

Redwood Falls, MN

2000 Pontiac Grand Prix SE

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

2000 Pontiac Grand Prix SE

Hutchinson, MN

UnscoredInsufficient · 0
$3,995150,476 mi

Hutchinson, 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 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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