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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

12,265 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

2006 Honda Odyssey LX

Elk River, MN

UnscoredInsufficient · 0
$1,995230,466 mi

Elk River, 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

2001 GMC Yukon XL Base

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

2001 GMC Yukon XL Base

St. Cloud, MN

UnscoredInsufficient · 0
$2,300269,372 mi

St. Cloud, MN

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Buffalo, MN

UnscoredInsufficient · 0
$2,495181,688 mi

Buffalo, MN

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Buffalo, MN

UnscoredInsufficient · 0
$2,495162,390 mi

Buffalo, 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

2008 Chevrolet Aveo5 LS

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

2008 Chevrolet Aveo5 LS

St. Cloud, MN

UnscoredInsufficient · 0
$2,49994,883 mi

St. Cloud, MN

1993 Saturn SC2

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

1993 Saturn SC2

Sauk Rapids, MN

UnscoredInsufficient · 0
$2,499178,399 mi

Sauk Rapids, MN

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Elk River, MN

UnscoredInsufficient · 0
$2,500278,263 mi

Elk River, MN

2009 Nissan Murano LE

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

2009 Nissan Murano LE

St. Cloud, MN

UnscoredInsufficient · 0
$2,677299,101 mi

St. Cloud, 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

2007 Ford Freestar SEL

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

2007 Ford Freestar SEL

Sauk Rapids, MN

UnscoredInsufficient · 0
$2,700195,000 mi

Sauk Rapids, MN

2000 Ford Escort ZX2

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

2000 Ford Escort ZX2

Sauk Rapids, MN

UnscoredInsufficient · 0
$2,700178,925 mi

Sauk Rapids, 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

2003 Oldsmobile Silhouette GL

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

2003 Oldsmobile Silhouette GL

Maple Plain, MN

UnscoredInsufficient · 0
$2,900183,139 mi

Maple Plain, 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 Ford Explorer XLT

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

2010 Ford Explorer XLT

Elk River, MN

UnscoredInsufficient · 3
$2,995191,025 mi

Comparison: 3 similar vehicles

Elk River, 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

No Photo

2009 Saturn VUE XR

Elk River, MN

UnscoredInsufficient · 0
$2,995179,796 mi

Elk River, 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

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Maple Plain, MN

UnscoredInsufficient · 3
$2,999164,235 mi

Comparison: 3 similar vehicles

Maple Plain, MN

2006 Honda Civic EX

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

2006 Honda Civic EX

St. Cloud, MN

Unscored
$2,999255,619 mi

Comparison: 5 similar vehicles

St. Cloud, MN

2002 Mercury Grand Marquis LS

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

2002 Mercury Grand Marquis LS

Sauk Rapids, MN

UnscoredInsufficient · 0
$2,999201,340 mi

Sauk Rapids, MN

2001 Jeep Grand Cherokee LIMITED

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

2001 Jeep Grand Cherokee LIMITED

Sauk Rapids, MN

UnscoredInsufficient · 0
$2,999167,688 mi

Sauk Rapids, 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

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Saint Bonifacius, MN

UnscoredInsufficient · 3
$3,270291,615 mi

Comparison: 3 similar vehicles

Saint Bonifacius, 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

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

Buffalo, MN

Unscored
$3,300188,366 mi

Comparison: 11 similar vehicles

Buffalo, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Glencoe, MN

UnscoredInsufficient · 3
$3,345200,036 mi

Comparison: 3 similar vehicles

Glencoe, MN

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Glencoe, MN

Salvage title
$3,345200,369 mi

Glencoe, 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

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

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

St. Cloud, MN

UnscoredInsufficient · 0
$3,400Mileage not verified

St. Cloud, MN

2006 Hyundai Tiburon GT

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

2006 Hyundai Tiburon GT

Sauk Rapids, MN

UnscoredInsufficient · 0
$3,450166,857 mi

Sauk Rapids, 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

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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