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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 20, 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

1,897 listings found

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Wendell, MN

UnscoredInsufficient · 0
$2,198230,775 mi

Wendell, MN

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Wendell, MN

UnscoredLimited · 7
$2,298202,500 mi

Comparison: 7 similar vehicles

Wendell, MN

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Alexandria, MN

UnscoredInsufficient · 0
$2,495248,000 mi

Alexandria, MN

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Wendell, MN

UnscoredModerate · 42
$2,897242,200 mi

Comparison: 42 similar vehicles

Wendell, MN

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Alexandria, MN

UnscoredInsufficient · 0
$2,995222,000 mi

Alexandria, MN

2000 GMC Yukon SLE

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

2000 GMC Yukon SLE

Alexandria, MN

UnscoredInsufficient · 0
$2,995308,651 mi

Alexandria, MN

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Paynesville, MN

UnscoredInsufficient · 0
$3,350190,090 mi

Paynesville, MN

2010 Lincoln Navigator Base

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

2010 Lincoln Navigator Base

Willmar, MN

UnscoredLimited · 5
$3,853228,472 mi

Comparison: 5 similar vehicles

Willmar, 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

UnscoredLimited · 5
$3,989156,323 mi

Comparison: 5 similar vehicles

Glenwood, MN

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Alexandria, MN

UnscoredInsufficient · 0
$3,995236,206 mi

Alexandria, MN

No Photo

2004 Buick Rendezvous CX AWD

Nelson, MN

UnscoredInsufficient · 0
$3,995162,319 mi

Nelson, MN

2013 Mazda CX-9 Grand Touring

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

2013 Mazda CX-9 Grand Touring

Wendell, MN

UnscoredInsufficient · 0
$3,998210,400 mi

Wendell, MN

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Alexandria, MN

UnscoredLimited · 9
$4,892180,062 mi

Comparison: 9 similar vehicles

Alexandria, MN

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Glenwood, MN

UnscoredInsufficient · 0
$4,989156,288 mi

Glenwood, MN

2010 Ford Edge SE

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

2010 Ford Edge SE

Morris, MN

UnscoredInsufficient · 0
$4,990229,764 mi

Morris, MN

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Parkers Prairie, MN

UnscoredLimited · 12
$4,995233,000 mi

Comparison: 12 similar vehicles

Parkers Prairie, MN

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Albany, MN

UnscoredLimited · 5
$5,340147,918 mi

Comparison: 5 similar vehicles

Albany, MN

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Morris, MN

UnscoredLimited · 5
$5,349342,026 mi

Comparison: 5 similar vehicles

Morris, MN

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Alexandria, MN

UnscoredInsufficient · 0
$5,495168,000 mi

Alexandria, MN

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Kerkhoven, MN

UnscoredModerate · 43
$5,995177,517 mi

Comparison: 43 similar vehicles

Kerkhoven, MN

No Photo

2016 Jeep Patriot Sport

Nelson, MN

UnscoredModerate · 20
$5,995155,463 mi

Comparison: 20 similar vehicles

Nelson, MN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Parkers Prairie, MN

UnscoredInsufficient · 4
$5,995152,580 mi

Comparison: 4 similar vehicles

Parkers Prairie, MN

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Alexandria, MN

UnscoredLimited · 9
$5,995199,000 mi

Comparison: 9 similar vehicles

Alexandria, MN

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Wendell, MN

UnscoredLimited · 5
$5,998171,010 mi

Comparison: 5 similar vehicles

Wendell, MN

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Wendell, MN

UnscoredInsufficient · 0
$6,198179,998 mi

Wendell, MN

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Glenwood, MN

UnscoredInsufficient · 3
$6,340161,300 mi

Comparison: 3 similar vehicles

Glenwood, MN

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Glenwood, MN

UnscoredInsufficient · 0
$6,340200,757 mi

Glenwood, MN

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Morris, MN

UnscoredInsufficient · 0
$6,349248,523 mi

Morris, MN

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Glenwood, MN

UnscoredLimited · 18
$6,349179,359 mi

Comparison: 18 similar vehicles

Glenwood, MN

2012 Buick Enclave Convenience

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

2012 Buick Enclave Convenience

Long Prairie, MN

UnscoredInsufficient · 0
$6,495149,866 mi

Long Prairie, MN

2010 Chevrolet Suburban LT

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

2010 Chevrolet Suburban LT

Parkers Prairie, MN

UnscoredInsufficient · 0
$6,495212,000 mi

Parkers Prairie, MN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Glenwood, MN

UnscoredInsufficient · 4
$6,750Mileage not verified

Comparison: 4 similar vehicles

Glenwood, MN

2015 Dodge Durango Limited

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

2015 Dodge Durango Limited

Willmar, MN

UnscoredLimited · 14
$6,758143,770 mi

Comparison: 14 similar vehicles

Willmar, MN

2002 Ford Excursion Limited

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

2002 Ford Excursion Limited

Sauk Centre, MN

UnscoredInsufficient · 3
$6,920320,465 mi

Comparison: 3 similar vehicles

Sauk Centre, MN

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Alexandria, MN

UnscoredLimited · 5
$6,980161,000 mi

Comparison: 5 similar vehicles

Alexandria, MN

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Morris, MN

OverpricedLimited · 12
$6,990149,010 mi

Market: $2,604 – $5,300

Comparison: 12 similar vehicles

Priced ~32% above the typical market range for similar vehicles (based on current market benchmarks)

Morris, MN

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Long Prairie, MN

UnscoredInsufficient · 3
$6,995101,652 mi

Comparison: 3 similar vehicles

Long Prairie, MN

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Parkers Prairie, MN

UnscoredLimited · 9
$6,995122,730 mi

Comparison: 9 similar vehicles

Parkers Prairie, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Alexandria, MN

UnscoredLimited · 7
$6,99596,471 mi

Comparison: 7 similar vehicles

Alexandria, MN

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Nelson, MN

UnscoredModerate · 21
$6,995199,282 mi

Comparison: 21 similar vehicles

Nelson, MN

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Paynesville, MN

UnscoredInsufficient · 4
$7,250202,687 mi

Comparison: 4 similar vehicles

Paynesville, MN

2016 Ford Edge SE

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

2016 Ford Edge SE

Wendell, MN

UnscoredLimited · 8
$7,498149,494 mi

Comparison: 8 similar vehicles

Wendell, MN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Atwater, MN

UnscoredModerate · 49
$7,849156,276 mi

Comparison: 49 similar vehicles

Atwater, MN

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Alexandria, MN

UnscoredInsufficient · 0
$7,990193,117 mi

Alexandria, MN

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Alexandria, MN

UnscoredInsufficient · 0
$7,992174,428 mi

Alexandria, MN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Nelson, MN

UnscoredRobust · 55
$7,995142,655 mi

Comparison: 55 similar vehicles

Nelson, MN

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Alexandria, MN

UnscoredLimited · 13
$7,995202,000 mi

Comparison: 13 similar vehicles

Alexandria, MN

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Alexandria, MN

UnscoredLimited · 17
$7,995167,000 mi

Comparison: 17 similar vehicles

Alexandria, MN

No Photo

2015 Ford Edge Titanium

Nelson, MN

UnscoredLimited · 19
$7,995128,915 mi

Comparison: 19 similar vehicles

Nelson, MN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Parkers Prairie, MN

Fair PriceLimited · 17
$7,995113,560 mi

Market: $4,995 – $9,700

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Parkers Prairie, 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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