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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

1,154 listings found

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Cambridge, MN

UnscoredLimited · 5
$2,995130,500 mi

Comparison: 5 similar vehicles

Cambridge, MN

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Cambridge, MN

UnscoredInsufficient · 0
$2,995205,165 mi

Cambridge, MN

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Cambridge, MN

UnscoredInsufficient · 0
$3,400279,000 mi

Cambridge, MN

2009 Subaru Forester X Premium Package

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

2009 Subaru Forester X Premium Package

Harris, MN

UnscoredInsufficient · 0
$3,820162,722 mi

Harris, MN

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Cambridge, MN

UnscoredInsufficient · 4
$3,995179,810 mi

Comparison: 4 similar vehicles

Cambridge, MN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Cambridge, MN

UnscoredLimited · 5
$3,995181,464 mi

Comparison: 5 similar vehicles

Cambridge, MN

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Rush City, MN

UnscoredInsufficient · 3
$3,995243,962 mi

Comparison: 3 similar vehicles

Rush City, MN

2007 Mitsubishi Endeavor LS

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

2007 Mitsubishi Endeavor LS

Cambridge, MN

UnscoredInsufficient · 0
$3,995167,700 mi

Cambridge, MN

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Harris, MN

UnscoredInsufficient · 0
$4,000191,706 mi

Harris, MN

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Cambridge, MN

UnscoredLimited · 5
$4,495186,256 mi

Comparison: 5 similar vehicles

Cambridge, MN

2012 Ford Explorer Base

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

2012 Ford Explorer Base

Cambridge, MN

UnscoredInsufficient · 0
$4,495203,106 mi

Cambridge, MN

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Harris, MN

UnscoredLimited · 5
$4,500161,220 mi

Comparison: 5 similar vehicles

Harris, MN

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Cambridge, MN

UnscoredInsufficient · 0
$4,995172,325 mi

Cambridge, MN

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Mora, MN

UnscoredLimited · 7
$4,995289,012 mi

Comparison: 7 similar vehicles

Mora, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Cambridge, MN

UnscoredLimited · 5
$4,995171,192 mi

Comparison: 5 similar vehicles

Cambridge, MN

2010 Toyota Highlander SE

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

2010 Toyota Highlander SE

Harris, MN

UnscoredInsufficient · 0
$5,000191,516 mi

Harris, MN

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Cambridge, MN

UnscoredInsufficient · 0
$5,200149,985 mi

Cambridge, MN

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Duluth, MN

UnscoredLimited · 5
$5,495146,494 mi

Comparison: 5 similar vehicles

Duluth, MN

2005 Hyundai Tucson GLS

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

2005 Hyundai Tucson GLS

Duluth, MN

UnscoredInsufficient · 0
$5,495106,381 mi

Duluth, MN

2003 Lincoln Aviator Premium

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

2003 Lincoln Aviator Premium

Pine City, MN

UnscoredInsufficient · 0
$5,495165,361 mi

Pine City, MN

2001 Mitsubishi Montero Sport LS 4WD

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

2001 Mitsubishi Montero Sport LS 4WD

Frederic, WI

UnscoredInsufficient · 0
$5,495184,767 mi

Frederic, WI

1998 Chevrolet Tahoe LS

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

1998 Chevrolet Tahoe LS

Frederic, WI

UnscoredInsufficient · 0
$5,750255,334 mi

Frederic, WI

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Cambridge, MN

UnscoredInsufficient · 0
$5,995183,073 mi

Cambridge, MN

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Cambridge, MN

UnscoredLimited · 6
$5,995197,250 mi

Comparison: 6 similar vehicles

Cambridge, MN

2015 Ford Escape SE

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

2015 Ford Escape SE

Rush City, MN

Salvage title
$5,995181,938 mi

Rush City, MN

2000 Ford Explorer EDDIE BAUER

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

2000 Ford Explorer EDDIE BAUER

Frederic, WI

UnscoredInsufficient · 0
$5,995188,810 mi

Frederic, WI

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Pine City, MN

UnscoredInsufficient · 3
$6,000162,679 mi

Comparison: 3 similar vehicles

Pine City, MN

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Pine City, MN

UnscoredLimited · 9
$6,000135,276 mi

Comparison: 9 similar vehicles

Pine City, MN

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Harris, MN

UnscoredLimited · 11
$6,000153,123 mi

Comparison: 11 similar vehicles

Harris, MN

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Harris, MN

UnscoredLimited · 5
$6,000171,431 mi

Comparison: 5 similar vehicles

Harris, MN

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Mora, MN

UnscoredModerate · 26
$6,156248,289 mi

Comparison: 26 similar vehicles

Mora, MN

2015 Ford Expedition XL

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

2015 Ford Expedition XL

Webster, WI

UnscoredInsufficient · 0
$6,495188,435 mi

Webster, WI

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Cambridge, MN

UnscoredLimited · 6
$6,495179,300 mi

Comparison: 6 similar vehicles

Cambridge, MN

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Harris, MN

UnscoredLimited · 5
$6,50082,297 mi

Comparison: 5 similar vehicles

Harris, MN

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Harris, MN

UnscoredLimited · 7
$6,970128,872 mi

Comparison: 7 similar vehicles

Harris, MN

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Cambridge, MN

UnscoredModerate · 20
$6,995216,867 mi

Comparison: 20 similar vehicles

Cambridge, MN

2017 Jeep Cherokee High Altitude

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

2017 Jeep Cherokee High Altitude

Cambridge, MN

UnscoredInsufficient · 0
$6,995216,546 mi

Cambridge, MN

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Duluth, MN

UnscoredInsufficient · 3
$6,995147,675 mi

Comparison: 3 similar vehicles

Duluth, MN

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Cambridge, MN

UnscoredLimited · 6
$6,995198,800 mi

Comparison: 6 similar vehicles

Cambridge, MN

2014 GMC Terrain Denali

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

2014 GMC Terrain Denali

Duluth, MN

UnscoredInsufficient · 0
$6,995148,317 mi

Duluth, MN

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Rush City, MN

UnscoredInsufficient · 0
$6,995109,861 mi

Rush City, MN

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Cambridge, MN

UnscoredInsufficient · 0
$6,995111,800 mi

Cambridge, MN

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Harris, MN

UnscoredInsufficient · 0
$6,995102,809 mi

Harris, MN

2004 Lexus RX 330

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

2004 Lexus RX 330

Duluth, MN

UnscoredInsufficient · 4
$6,995186,200 mi

Comparison: 4 similar vehicles

Duluth, MN

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Superior, WI

UnscoredInsufficient · 4
$7,055215,348 mi

Comparison: 4 similar vehicles

Superior, WI

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Cambridge, MN

UnscoredLimited · 8
$7,342138,181 mi

Comparison: 8 similar vehicles

Cambridge, MN

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Duluth, MN

UnscoredLimited · 8
$7,495143,342 mi

Comparison: 8 similar vehicles

Duluth, MN

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Harris, MN

UnscoredInsufficient · 3
$7,500156,477 mi

Comparison: 3 similar vehicles

Harris, MN

2014 Chevrolet Suburban LTZ

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

2014 Chevrolet Suburban LTZ

Rush City, MN

UnscoredLimited · 7
$7,995264,687 mi

Comparison: 7 similar vehicles

Rush City, MN

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Rush City, MN

UnscoredInsufficient · 3
$7,995114,566 mi

Comparison: 3 similar vehicles

Rush City, 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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