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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

5,515 listings found

2004 Saturn VUE Base

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

2004 Saturn VUE Base

St. Cloud, MN

UnscoredInsufficient · 0
$1,999175,215 mi

St. Cloud, MN

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Princeton, MN

UnscoredInsufficient · 0
$2,200271,213 mi

Princeton, 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

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

St. Cloud, MN

UnscoredLimited · 8
$2,495Mileage not verified

Comparison: 8 similar vehicles

St. Cloud, MN

2008 Jeep Grand Cherokee Limited

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

2008 Jeep Grand Cherokee Limited

Princeton, MN

UnscoredInsufficient · 0
$2,495241,185 mi

Princeton, 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

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

St. Cloud, MN

UnscoredLimited · 13
$2,499Mileage not verified

Comparison: 13 similar vehicles

St. Cloud, 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
$2,499269,372 mi

St. Cloud, 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

UnscoredLimited · 6
$2,849207,938 mi

Comparison: 6 similar vehicles

St. Cloud, MN

2003 Mercedes-Benz M-Class ML500

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

2003 Mercedes-Benz M-Class ML500

Little Falls, MN

UnscoredInsufficient · 0
$2,950163,700 mi

Little Falls, MN

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Princeton, MN

UnscoredInsufficient · 3
$2,994201,220 mi

Comparison: 3 similar vehicles

Princeton, MN

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Princeton, MN

UnscoredLimited · 6
$2,995216,323 mi

Comparison: 6 similar vehicles

Princeton, MN

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Princeton, MN

UnscoredInsufficient · 0
$2,995261,798 mi

Princeton, 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

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Princeton, MN

UnscoredLimited · 5
$2,995193,479 mi

Comparison: 5 similar vehicles

Princeton, MN

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Princeton, MN

UnscoredInsufficient · 0
$2,995215,632 mi

Princeton, 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

2011 Jeep Compass Base

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

2011 Jeep Compass Base

St. Cloud, MN

UnscoredInsufficient · 0
$2,999Mileage not verified

St. Cloud, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Princeton, MN

UnscoredLimited · 5
$2,999207,100 mi

Comparison: 5 similar vehicles

Princeton, MN

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Waite Park, MN

UnscoredInsufficient · 0
$2,999193,900 mi

Waite Park, MN

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

St. Cloud, MN

UnscoredInsufficient · 3
$2,999245,278 mi

Comparison: 3 similar vehicles

St. Cloud, MN

1999 Chevrolet Suburban Base

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

1999 Chevrolet Suburban Base

Princeton, MN

UnscoredInsufficient · 0
$2,999189,600 mi

Princeton, MN

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Princeton, MN

UnscoredLimited · 8
$3,294197,909 mi

Comparison: 8 similar vehicles

Princeton, 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 Nissan Rogue SL

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

2010 Nissan Rogue SL

St. Cloud, MN

UnscoredLimited · 8
$3,499163,574 mi

Comparison: 8 similar vehicles

St. Cloud, MN

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

St. Cloud, MN

UnscoredInsufficient · 0
$3,499175,996 mi

St. Cloud, 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

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Princeton, MN

UnscoredLimited · 11
$3,900163,000 mi

Comparison: 11 similar vehicles

Princeton, MN

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Little Falls, MN

UnscoredInsufficient · 0
$3,900184,660 mi

Little Falls, MN

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Sauk Rapids, MN

UnscoredInsufficient · 3
$3,900214,125 mi

Comparison: 3 similar vehicles

Sauk Rapids, MN

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Milaca, MN

UnscoredInsufficient · 3
$3,975141,916 mi

Comparison: 3 similar vehicles

Milaca, 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

2014 Ford Escape SE

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

2014 Ford Escape SE

St. Cloud, MN

UnscoredLimited · 7
$3,999183,948 mi

Comparison: 7 similar vehicles

St. Cloud, MN

2011 Dodge Durango Citadel

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

2011 Dodge Durango Citadel

Princeton, MN

UnscoredInsufficient · 0
$3,999164,644 mi

Princeton, MN

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Princeton, MN

UnscoredInsufficient · 0
$3,999206,919 mi

Princeton, MN

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Waite Park, MN

UnscoredLimited · 5
$4,000210,457 mi

Comparison: 5 similar vehicles

Waite Park, MN

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

St. Cloud, MN

UnscoredLimited · 11
$4,000121,179 mi

Comparison: 11 similar vehicles

St. Cloud, MN

2013 Chevrolet Traverse LTZ

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

2013 Chevrolet Traverse LTZ

Foley, MN

UnscoredLimited · 6
$4,000227,225 mi

Comparison: 6 similar vehicles

Foley, MN

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Foley, MN

UnscoredInsufficient · 3
$4,000245,917 mi

Comparison: 3 similar vehicles

Foley, MN

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Foley, MN

UnscoredInsufficient · 3
$4,345294,086 mi

Comparison: 3 similar vehicles

Foley, MN

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Foley, MN

UnscoredInsufficient · 3
$4,345213,101 mi

Comparison: 3 similar vehicles

Foley, MN

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Princeton, MN

UnscoredLimited · 7
$4,350187,017 mi

Comparison: 7 similar vehicles

Princeton, MN

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

St. Cloud, MN

UnscoredInsufficient · 0
$4,424323,497 mi

St. Cloud, MN

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Little Falls, MN

UnscoredInsufficient · 0
$4,450179,645 mi

Little Falls, MN

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Princeton, MN

UnscoredLimited · 12
$4,495195,374 mi

Comparison: 12 similar vehicles

Princeton, MN

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Princeton, MN

UnscoredInsufficient · 0
$4,495176,023 mi

Princeton, MN

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Big Lake, MN

UnscoredLimited · 13
$4,495178,864 mi

Comparison: 13 similar vehicles

Big Lake, MN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Big Lake, MN

UnscoredInsufficient · 0
$4,495135,762 mi

Big Lake, 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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