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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

1,831 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

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Arnolds Park, IA

UnscoredLimited · 6
$3,450229,232 mi

Comparison: 6 similar vehicles

Arnolds Park, IA

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Spirit Lake, IA

UnscoredLimited · 7
$3,475124,000 mi

Comparison: 7 similar vehicles

Spirit Lake, IA

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Arnolds Park, IA

UnscoredInsufficient · 3
$3,788212,819 mi

Comparison: 3 similar vehicles

Arnolds Park, IA

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

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

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

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

Windom, MN

UnscoredInsufficient · 3
$4,171172,131 mi

Comparison: 3 similar vehicles

Windom, MN

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Spirit Lake, IA

UnscoredLimited · 17
$4,175193,000 mi

Comparison: 17 similar vehicles

Spirit Lake, IA

2004 Subaru Forester XS

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

2004 Subaru Forester XS

Arnolds Park, IA

UnscoredInsufficient · 0
$4,250134,815 mi

Arnolds Park, IA

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

2009 GMC Acadia SLT2

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

2009 GMC Acadia SLT2

Spirit Lake, IA

UnscoredInsufficient · 0
$4,675173,433 mi

Spirit Lake, IA

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

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Windom, MN

UnscoredModerate · 32
$4,995191,301 mi

Comparison: 32 similar vehicles

Windom, MN

2010 GMC Terrain SLT-2

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

2010 GMC Terrain SLT-2

Estherville, IA

UnscoredInsufficient · 4
$5,160149,818 mi

Comparison: 4 similar vehicles

Estherville, IA

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Spirit Lake, IA

UnscoredLimited · 6
$5,175183,421 mi

Comparison: 6 similar vehicles

Spirit Lake, IA

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Spirit Lake, IA

UnscoredLimited · 5
$5,175221,610 mi

Comparison: 5 similar vehicles

Spirit Lake, IA

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Spirit Lake, IA

UnscoredLimited · 10
$5,175178,622 mi

Comparison: 10 similar vehicles

Spirit Lake, IA

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

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

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

2018 Jeep Renegade Altitude Package

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

2018 Jeep Renegade Altitude Package

Windom, MN

UnscoredLimited · 7
$5,995244,431 mi

Comparison: 7 similar vehicles

Windom, MN

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Windom, MN

UnscoredLimited · 17
$5,995213,207 mi

Comparison: 17 similar vehicles

Windom, MN

2015 Ford Escape SE

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

2015 Ford Escape SE

Windom, MN

UnscoredRobust · 52
$5,995170,111 mi

Comparison: 52 similar vehicles

Windom, MN

2015 Chevrolet Trax LTZ

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

2015 Chevrolet Trax LTZ

Windom, MN

UnscoredLimited · 5
$5,995209,752 mi

Comparison: 5 similar vehicles

Windom, 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

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

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Windom, MN

UnscoredInsufficient · 0
$6,250162,658 mi

Windom, 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 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Windom, MN

UnscoredModerate · 26
$6,495155,188 mi

Comparison: 26 similar vehicles

Windom, 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

Windom, MN

UnscoredModerate · 21
$6,495224,896 mi

Comparison: 21 similar vehicles

Windom, MN

2008 Mazda CX-7 Sport

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

2008 Mazda CX-7 Sport

Windom, MN

UnscoredInsufficient · 0
$6,549191,118 mi

Windom, 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

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Windom, MN

UnscoredModerate · 34
$6,995194,416 mi

Comparison: 34 similar vehicles

Windom, MN

2018 GMC Acadia SLT-1

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

2018 GMC Acadia SLT-1

Windom, MN

UnscoredLimited · 14
$6,995207,243 mi

Comparison: 14 similar vehicles

Windom, MN

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Fairmont, MN

UnscoredModerate · 31
$6,995164,880 mi

Comparison: 31 similar vehicles

Fairmont, MN

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Windom, MN

UnscoredInsufficient · 0
$6,995209,467 mi

Windom, MN

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Windom, MN

UnscoredModerate · 21
$6,995172,868 mi

Comparison: 21 similar vehicles

Windom, MN

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Jackson, MN

UnscoredLimited · 14
$6,995183,575 mi

Comparison: 14 similar vehicles

Jackson, MN

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Windom, MN

UnscoredLimited · 11
$6,995199,715 mi

Comparison: 11 similar vehicles

Windom, MN

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Fairmont, MN

UnscoredLimited · 19
$6,995126,450 mi

Comparison: 19 similar vehicles

Fairmont, MN

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
$6,995142,000 mi

Comparison: 62 similar vehicles

Fairmont, MN

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Windom, MN

UnscoredModerate · 25
$6,995220,338 mi

Comparison: 25 similar vehicles

Windom, MN

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Jackson, MN

UnscoredLimited · 10
$6,995222,063 mi

Comparison: 10 similar vehicles

Jackson, MN

2009 Lexus RX 350

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

2009 Lexus RX 350

Arnolds Park, IA

UnscoredLimited · 5
$7,150202,672 mi

Comparison: 5 similar vehicles

Arnolds Park, IA

2017 Ford Escape SE

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

2017 Ford Escape SE

Spirit Lake, IA

Fair PriceRobust · 131
$7,17573,708 mi

Market: $4,950 – $16,690

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Spirit Lake, IA

2008 Kia Sportage LX

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

2008 Kia Sportage LX

Fairmont, MN

UnscoredInsufficient · 4
$7,175111,343 mi

Comparison: 4 similar vehicles

Fairmont, 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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