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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

3,572 listings found

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Fairmont, MN

UnscoredRobust · 62
$2,975217,290 mi

Comparison: 62 similar vehicles

Fairmont, MN

2010 Dodge Journey SE

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

2010 Dodge Journey SE

Northfield, MN

UnscoredInsufficient · 0
$3,037136,115 mi

Northfield, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Glencoe, MN

UnscoredInsufficient · 4
$3,345200,036 mi

Comparison: 4 similar vehicles

Glencoe, MN

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Glencoe, MN

UnscoredInsufficient · 0
$3,649157,100 mi

Glencoe, MN

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Jordan, MN

UnscoredInsufficient · 4
$3,695261,119 mi

Comparison: 4 similar vehicles

Jordan, MN

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Jordan, MN

UnscoredLimited · 6
$3,799250,405 mi

Comparison: 6 similar vehicles

Jordan, MN

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

New Ulm, MN

Salvage title
$3,841165,898 mi

New Ulm, MN

2014 Ford Escape S

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

2014 Ford Escape S

Gaylord, MN

UnscoredInsufficient · 0
$3,900169,262 mi

Gaylord, MN

2013 Ford Edge SE

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

2013 Ford Edge SE

Fairmont, MN

UnscoredLimited · 10
$3,995205,329 mi

Comparison: 10 similar vehicles

Fairmont, MN

2004 GMC Envoy SLT

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

2004 GMC Envoy SLT

Belle Plaine, MN

UnscoredLimited · 5
$3,995165,667 mi

Comparison: 5 similar vehicles

Belle Plaine, MN

2010 Ford Flex SE

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

2010 Ford Flex SE

Truman, MN

UnscoredInsufficient · 0
$3,999196,950 mi

Truman, MN

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Northfield, MN

UnscoredLimited · 6
$4,337293,933 mi

Comparison: 6 similar vehicles

Northfield, MN

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Northfield, MN

UnscoredLimited · 7
$4,337198,538 mi

Comparison: 7 similar vehicles

Northfield, MN

2010 GMC Yukon XL SLT1

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

2010 GMC Yukon XL SLT1

Saint Peter, MN

UnscoredInsufficient · 0
$4,495251,827 mi

Saint Peter, MN

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Mankato, MN

UnscoredLimited · 9
$4,795151,098 mi

Comparison: 9 similar vehicles

Mankato, MN

2018 Ford Ecosport S

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

2018 Ford Ecosport S

New Richland, MN

UnscoredInsufficient · 4
$4,97570,073 mi

Comparison: 4 similar vehicles

New Richland, MN

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Shakopee, MN

UnscoredLimited · 6
$4,994121,545 mi

Comparison: 6 similar vehicles

Shakopee, MN

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Arlington, MN

UnscoredModerate · 30
$4,995236,000 mi

Comparison: 30 similar vehicles

Arlington, MN

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Belle Plaine, MN

UnscoredLimited · 5
$4,995155,252 mi

Comparison: 5 similar vehicles

Belle Plaine, MN

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Belle Plaine, MN

UnscoredLimited · 16
$4,995190,909 mi

Comparison: 16 similar vehicles

Belle Plaine, MN

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Arlington, MN

UnscoredLimited · 6
$4,995223,885 mi

Comparison: 6 similar vehicles

Arlington, MN

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Shakopee, MN

Salvage title
$4,999163,619 mi

Shakopee, MN

2007 Hyundai Tucson SE

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

2007 Hyundai Tucson SE

Shakopee, MN

UnscoredInsufficient · 0
$4,999171,706 mi

Shakopee, MN

2010 Buick Enclave CXL-1

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

2010 Buick Enclave CXL-1

Sleepy Eye, MN

UnscoredLimited · 10
$5,250240,099 mi

Comparison: 10 similar vehicles

Sleepy Eye, MN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Glencoe, MN

UnscoredLimited · 8
$5,300Mileage not verified

Comparison: 8 similar vehicles

Glencoe, MN

2000 Ford Excursion LIMITED

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

2000 Ford Excursion LIMITED

Northfield, MN

UnscoredInsufficient · 4
$5,337302,756 mi

Comparison: 4 similar vehicles

Northfield, MN

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

New Ulm, MN

UnscoredLimited · 18
$5,600145,256 mi

Comparison: 18 similar vehicles

New Ulm, MN

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Albert Lea, MN

UnscoredLimited · 5
$5,799118,548 mi

Comparison: 5 similar vehicles

Albert Lea, MN

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Fairmont, MN

UnscoredLimited · 9
$5,840220,641 mi

Comparison: 9 similar vehicles

Fairmont, MN

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Faribault, MN

UnscoredModerate · 22
$5,848176,938 mi

Comparison: 22 similar vehicles

Faribault, MN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Chaska, MN

OverpricedLimited · 10
$5,945127,537 mi

Market: $2,900 – $3,999

Comparison: 10 similar vehicles

Priced ~49% above the typical market range for similar vehicles (based on current market benchmarks)

Chaska, MN

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Albert Lea, MN

UnscoredLimited · 15
$5,955191,320 mi

Comparison: 15 similar vehicles

Albert Lea, MN

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Belle Plaine, MN

UnscoredInsufficient · 4
$5,995177,552 mi

Comparison: 4 similar vehicles

Belle Plaine, MN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Owatonna, MN

UnscoredLimited · 16
$5,995162,720 mi

Comparison: 16 similar vehicles

Owatonna, MN

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Mankato, MN

UnscoredLimited · 5
$5,995195,685 mi

Comparison: 5 similar vehicles

Mankato, MN

2003 Nissan Murano SE

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

2003 Nissan Murano SE

Faribault, MN

UnscoredInsufficient · 0
$5,995165,939 mi

Faribault, MN

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Jordan, MN

UnscoredInsufficient · 3
$5,99994,185 mi

Comparison: 3 similar vehicles

Jordan, MN

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Jordan, MN

UnscoredInsufficient · 0
$5,999222,460 mi

Jordan, MN

2008 GMC Yukon XL 3SB

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

2008 GMC Yukon XL 3SB

Shakopee, MN

UnscoredInsufficient · 0
$5,999192,979 mi

Shakopee, MN

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Waseca, MN

UnscoredInsufficient · 4
$6,238208,713 mi

Comparison: 4 similar vehicles

Waseca, MN

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

New Richland, MN

UnscoredModerate · 26
$6,25085,289 mi

Comparison: 26 similar vehicles

New Richland, MN

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Sleepy Eye, MN

UnscoredInsufficient · 0
$6,250141,027 mi

Sleepy Eye, MN

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Sleepy Eye, MN

UnscoredLimited · 5
$6,250154,322 mi

Comparison: 5 similar vehicles

Sleepy Eye, MN

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Glencoe, MN

UnscoredLimited · 9
$6,254156,660 mi

Comparison: 9 similar vehicles

Glencoe, MN

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Waconia, MN

UnscoredLimited · 5
$6,349130,755 mi

Comparison: 5 similar vehicles

Waconia, MN

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

Jordan, MN

UnscoredInsufficient · 4
$6,399217,700 mi

Comparison: 4 similar vehicles

Jordan, MN

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Shakopee, MN

UnscoredLimited · 10
$6,500171,586 mi

Comparison: 10 similar vehicles

Shakopee, MN

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Sleepy Eye, MN

UnscoredModerate · 26
$6,850252,844 mi

Comparison: 26 similar vehicles

Sleepy Eye, MN

2013 Nissan Murano S

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

2013 Nissan Murano S

Shakopee, MN

UnscoredLimited · 6
$6,900155,800 mi

Comparison: 6 similar vehicles

Shakopee, MN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Shakopee, MN

UnscoredLimited · 10
$6,994175,440 mi

Comparison: 10 similar vehicles

Shakopee, 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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