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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 8, 2026

7.3M+

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

2,389 listings found

2009 Chevrolet Aveo5 1LT

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

2009 Chevrolet Aveo5 1LT

Staples, MN

UnscoredInsufficient · 0
$2,995104,086 mi

Staples, MN

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Bagley, MN

UnscoredInsufficient · 3
$2,995213,000 mi

Comparison: 3 similar vehicles

Bagley, MN

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Bagley, MN

UnscoredInsufficient · 0
$2,995197,312 mi

Bagley, MN

2005 Ford Escape XLS

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

2005 Ford Escape XLS

Bagley, MN

UnscoredInsufficient · 0
$2,995197,595 mi

Bagley, MN

2005 Ford Explorer XLS Sport

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

2005 Ford Explorer XLS Sport

Bagley, MN

UnscoredInsufficient · 0
$2,995245,494 mi

Bagley, MN

1996 Buick Skylark

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

1996 Buick Skylark

Menahga, MN

UnscoredInsufficient · 0
$2,995131,000 mi

Menahga, MN

2012 Buick Verano 1SD

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

2012 Buick Verano 1SD

Pequot Lakes, MN

UnscoredInsufficient · 0
$2,999201,316 mi

Pequot Lakes, MN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Pequot Lakes, MN

UnscoredInsufficient · 3
$2,999215,483 mi

Comparison: 3 similar vehicles

Pequot Lakes, MN

2009 Mazda MAZDA3 i Touring

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

2009 Mazda MAZDA3 i Touring

Pequot Lakes, MN

UnscoredInsufficient · 0
$2,999152,636 mi

Pequot Lakes, MN

2002 Oldsmobile Bravada Base

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

2002 Oldsmobile Bravada Base

Menahga, MN

UnscoredInsufficient · 4
$3,495217,000 mi

Comparison: 4 similar vehicles

Menahga, MN

2003 Dodge Ram 2500 Pickup ST

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

2003 Dodge Ram 2500 Pickup ST

Pequot Lakes, MN

UnscoredInsufficient · 0
$3,950219,500 mi

Pequot Lakes, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Bagley, MN

Unscored
$3,995223,323 mi

Comparison: 43 similar vehicles

Bagley, MN

2015 Nissan Altima S

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

2015 Nissan Altima S

Bagley, MN

Unscored
$3,995216,228 mi

Comparison: 8 similar vehicles

Bagley, MN

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Bagley, MN

UnscoredInsufficient · 0
$3,995220,977 mi

Bagley, MN

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Bagley, MN

Unscored
$3,995201,083 mi

Comparison: 7 similar vehicles

Bagley, MN

2009 Kia Borrego LX

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

2009 Kia Borrego LX

Park Rapids, MN

UnscoredInsufficient · 0
$3,995184,854 mi

Park Rapids, MN

2008 Kia Optima LX

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

2008 Kia Optima LX

Bagley, MN

UnscoredInsufficient · 3
$3,995148,175 mi

Comparison: 3 similar vehicles

Bagley, MN

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Bagley, MN

UnscoredInsufficient · 0
$3,995228,994 mi

Bagley, MN

2010 Ford Edge Sport

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

2010 Ford Edge Sport

Wadena, MN

UnscoredInsufficient · 0
$4,348195,817 mi

Wadena, MN

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Bemidji, MN

UnscoredInsufficient · 0
$4,495198,000 mi

Bemidji, MN

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Wadena, MN

Unscored
$4,500222,440 mi

Comparison: 8 similar vehicles

Wadena, MN

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Perham, MN

UnscoredInsufficient · 0
$4,990105,868 mi

Perham, MN

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Wadena, MN

UnscoredInsufficient · 0
$4,990227,942 mi

Wadena, MN

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Bagley, MN

Unscored
$4,995238,051 mi

Comparison: 8 similar vehicles

Bagley, MN

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Bagley, MN

Unscored
$4,995252,240 mi

Comparison: 14 similar vehicles

Bagley, MN

2016 Kia Soul Base

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

2016 Kia Soul Base

Bagley, MN

Unscored
$4,995176,026 mi

Comparison: 14 similar vehicles

Bagley, MN

2014 Ford Focus SE

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

2014 Ford Focus SE

Bagley, MN

Fair PriceLimited · 17
$4,995105,455 mi

Market: $3,345 – $9,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Bagley, MN

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Bagley, MN

Unscored
$4,995148,704 mi

Comparison: 5 similar vehicles

Bagley, MN

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Bagley, MN

UnscoredInsufficient · 0
$4,995172,778 mi

Bagley, MN

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Bagley, MN

UnscoredInsufficient · 3
$4,995206,857 mi

Comparison: 3 similar vehicles

Bagley, MN

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Bagley, MN

Unscored
$4,995200,919 mi

Comparison: 8 similar vehicles

Bagley, MN

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Bagley, MN

UnscoredInsufficient · 0
$4,995269,035 mi

Bagley, 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

Menahga, MN

Unscored
$4,995163,000 mi

Comparison: 8 similar vehicles

Menahga, MN

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Bagley, MN

Unscored
$4,995205,651 mi

Comparison: 6 similar vehicles

Bagley, MN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Bagley, MN

Unscored
$4,995110,533 mi

Comparison: 7 similar vehicles

Bagley, MN

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Menahga, MN

UnscoredInsufficient · 3
$4,995228,000 mi

Comparison: 3 similar vehicles

Menahga, MN

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Bagley, MN

UnscoredInsufficient · 3
$4,995197,684 mi

Comparison: 3 similar vehicles

Bagley, MN

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Bemidji, MN

UnscoredInsufficient · 0
$4,995138,000 mi

Bemidji, MN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Park Rapids, MN

Unscored
$4,995174,714 mi

Comparison: 9 similar vehicles

Park Rapids, MN

2002 Mercury Sable GS

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

2002 Mercury Sable GS

Bagley, MN

UnscoredInsufficient · 0
$4,99580,163 mi

Bagley, MN

2008 BMW 5 Series 528xi

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

2008 BMW 5 Series 528xi

Pequot Lakes, MN

UnscoredInsufficient · 0
$4,999165,618 mi

Pequot Lakes, MN

2004 Chevrolet Monte Carlo LS

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

2004 Chevrolet Monte Carlo LS

Bemidji, MN

UnscoredInsufficient · 0
$5,000143,500 mi

Bemidji, MN

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Pine River, MN

UnscoredInsufficient · 4
$5,250154,351 mi

Comparison: 4 similar vehicles

Pine River, MN

2013 Ford Focus SE

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

2013 Ford Focus SE

Bemidji, MN

Unscored
$5,345131,530 mi

Comparison: 8 similar vehicles

Bemidji, MN

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Park Rapids, MN

Unscored
$5,345269,233 mi

Comparison: 13 similar vehicles

Park Rapids, MN

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Wadena, MN

UnscoredInsufficient · 0
$5,348221,080 mi

Wadena, MN

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Wadena, MN

UnscoredInsufficient · 0
$5,348365,823 mi

Wadena, MN

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Bemidji, MN

UnscoredInsufficient · 0
$5,500220,000 mi

Bemidji, MN

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Pequot Lakes, MN

Unscored
$5,599219,538 mi

Comparison: 15 similar vehicles

Pequot Lakes, MN

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

Park Rapids, MN

Unscored
$5,626120,786 mi

Comparison: 14 similar vehicles

Park Rapids, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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