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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

2,122 listings found

2002 Dodge Durango SLT

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

2002 Dodge Durango SLT

Forest Lake, MN

UnscoredInsufficient · 0
$2,850173,423 mi

Forest Lake, MN

2005 Ford Freestyle Limited

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

2005 Ford Freestyle Limited

Stacy, MN

UnscoredInsufficient · 0
$2,995177,548 mi

Stacy, MN

2004 Nissan Murano SL AWD

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

2004 Nissan Murano SL AWD

Stacy, MN

UnscoredInsufficient · 0
$2,995169,226 mi

Stacy, MN

2010 Ford Expedition XLT

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

2010 Ford Expedition XLT

Forest Lake, MN

UnscoredInsufficient · 0
$3,000198,656 mi

Forest Lake, 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

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Forest Lake, MN

UnscoredInsufficient · 3
$3,949180,432 mi

Comparison: 3 similar vehicles

Forest Lake, 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

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Forest Lake, MN

UnscoredInsufficient · 0
$3,999173,094 mi

Forest Lake, 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

No Photo

2008 Lincoln MKX Base

Forest Lake, MN

UnscoredInsufficient · 0
$4,349175,000 mi

Forest Lake, 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

1999 Chevrolet Suburban Base

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

1999 Chevrolet Suburban Base

Hayward, WI

UnscoredInsufficient · 0
$4,800189,273 mi

Hayward, WI

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

Menomonie, WI

UnscoredInsufficient · 0
$4,895143,040 mi

Menomonie, WI

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Osceola, WI

UnscoredLimited · 5
$4,995184,415 mi

Comparison: 5 similar vehicles

Osceola, WI

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Rice Lake, WI

UnscoredLimited · 8
$4,999228,000 mi

Comparison: 8 similar vehicles

Rice Lake, WI

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Rice Lake, WI

UnscoredInsufficient · 0
$4,999184,000 mi

Rice Lake, WI

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

2006 Jeep Commander Base

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

2006 Jeep Commander Base

Forest Lake, MN

UnscoredInsufficient · 0
$5,249144,222 mi

Forest Lake, MN

2012 Nissan Armada Platinum

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

2012 Nissan Armada Platinum

Hayward, WI

UnscoredInsufficient · 0
$5,300209,229 mi

Hayward, WI

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

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Forest Lake, MN

UnscoredInsufficient · 0
$5,499153,156 mi

Forest Lake, MN

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

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Forest Lake, MN

UnscoredInsufficient · 3
$5,795147,827 mi

Comparison: 3 similar vehicles

Forest Lake, MN

2009 Ford Expedition XLT

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

2009 Ford Expedition XLT

Menomonie, WI

UnscoredInsufficient · 0
$5,979170,629 mi

Menomonie, WI

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

2012 GMC Acadia SLT2

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

2012 GMC Acadia SLT2

Stacy, MN

UnscoredInsufficient · 0
$5,995150,623 mi

Stacy, 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

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

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Hayward, WI

UnscoredInsufficient · 0
$6,200142,041 mi

Hayward, WI

2013 Buick Encore Premium

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

2013 Buick Encore Premium

Stacy, MN

UnscoredInsufficient · 0
$6,395154,865 mi

Stacy, MN

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Forest Lake, MN

UnscoredInsufficient · 4
$6,395136,525 mi

Comparison: 4 similar vehicles

Forest Lake, 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

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

2005 Nissan Xterra S

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

2005 Nissan Xterra S

Hayward, WI

UnscoredInsufficient · 0
$6,900131,047 mi

Hayward, WI

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

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Rice Lake, WI

Salvage title
$6,990217,403 mi

Rice Lake, WI

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

Osceola, WI

Salvage title
$6,995210,796 mi

Osceola, WI

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

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

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Forest Lake, MN

UnscoredLimited · 5
$7,495114,619 mi

Comparison: 5 similar vehicles

Forest Lake, MN

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Forest Lake, MN

UnscoredLimited · 7
$7,495140,292 mi

Comparison: 7 similar vehicles

Forest Lake, MN

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Forest Lake, MN

UnscoredLimited · 7
$7,499112,819 mi

Comparison: 7 similar vehicles

Forest Lake, 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

2008 Nissan Xterra X

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

2008 Nissan Xterra X

Hayward, WI

UnscoredInsufficient · 0
$7,500112,109 mi

Hayward, WI

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Menomonie, WI

UnscoredLimited · 5
$7,845123,631 mi

Comparison: 5 similar vehicles

Menomonie, WI

2015 Chevrolet Captiva Sport LTZ

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

2015 Chevrolet Captiva Sport LTZ

Rice Lake, WI

UnscoredInsufficient · 0
$7,950111,672 mi

Rice Lake, WI

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Menomonie, WI

UnscoredLimited · 10
$7,979157,053 mi

Comparison: 10 similar vehicles

Menomonie, WI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Menomonie, WI

Fair PriceLimited · 13
$7,979Mileage not verified

Market: $4,999 – $10,248

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Menomonie, WI

2012 Dodge Durango Citadel

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

2012 Dodge Durango Citadel

Menomonie, WI

UnscoredInsufficient · 0
$7,979198,481 mi

Menomonie, WI

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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