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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

5,842 listings found

2008 Mercury Mountaineer Base

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

2008 Mercury Mountaineer Base

Adams, WI

UnscoredInsufficient · 0
$1,999Mileage not verified

Adams, WI

1996 Chrysler Sebring

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

1996 Chrysler Sebring

Winona, MN

UnscoredInsufficient · 0
$2,59997,456 mi

Winona, MN

1998 Ford Expedition XLT

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

1998 Ford Expedition XLT

Independence, WI

UnscoredInsufficient · 0
$2,799245,265 mi

Independence, WI

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Winona, MN

Unscored
$3,399211,309 mi

Comparison: 15 similar vehicles

Winona, MN

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Houston, MN

Unscored
$3,499190,865 mi

Comparison: 9 similar vehicles

Houston, MN

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Black River Falls, WI

UnscoredInsufficient · 4
$3,895169,720 mi

Comparison: 4 similar vehicles

Black River Falls, WI

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Winona, MN

Unscored
$3,990217,860 mi

Comparison: 10 similar vehicles

Winona, MN

2008 Kia Sportage EX

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

2008 Kia Sportage EX

Westby, WI

UnscoredInsufficient · 3
$3,990200,320 mi

Comparison: 3 similar vehicles

Westby, WI

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Independence, WI

Unscored
$3,995151,679 mi

Comparison: 11 similar vehicles

Independence, WI

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Houston, MN

Unscored
$3,999197,062 mi

Comparison: 6 similar vehicles

Houston, MN

2009 Nissan Maxima SV

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

2009 Nissan Maxima SV

Holmen, WI

UnscoredInsufficient · 0
$4,175205,473 mi

Holmen, WI

2012 Ford Flex SEL

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

2012 Ford Flex SEL

Independence, WI

UnscoredInsufficient · 0
$4,395156,528 mi

Independence, WI

2014 Dodge Charger Police

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

2014 Dodge Charger Police

Independence, WI

UnscoredInsufficient · 0
$4,495135,577 mi

Independence, WI

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Houston, MN

Unscored
$4,499190,758 mi

Comparison: 11 similar vehicles

Houston, MN

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Westby, WI

UnscoredInsufficient · 4
$4,500184,148 mi

Comparison: 4 similar vehicles

Westby, WI

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Westby, WI

Unscored
$4,590155,080 mi

Comparison: 87 similar vehicles

Westby, WI

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Westby, WI

Unscored
$4,700208,280 mi

Comparison: 24 similar vehicles

Westby, WI

2007 Chevrolet Colorado LT

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

2007 Chevrolet Colorado LT

La Crosse, WI

Unscored
$4,750159,502 mi

Comparison: 5 similar vehicles

La Crosse, WI

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Westby, WI

Unscored
$4,990193,235 mi

Comparison: 11 similar vehicles

Westby, WI

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Westby, WI

Unscored
$4,990137,239 mi

Comparison: 24 similar vehicles

Westby, WI

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

La Crescent, MN

Unscored
$4,999168,144 mi

Comparison: 25 similar vehicles

La Crescent, MN

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Winona, MN

Unscored
$4,999148,227 mi

Comparison: 7 similar vehicles

Winona, 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

Black River Falls, WI

UnscoredInsufficient · 0
$4,999143,000 mi

Black River Falls, WI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

La Crosse, WI

Unscored
$5,350161,407 mi

Comparison: 16 similar vehicles

La Crosse, WI

2013 Ford Fiesta S

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

2013 Ford Fiesta S

La Crosse, WI

UnscoredInsufficient · 0
$5,350134,161 mi

La Crosse, WI

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Westby, WI

Unscored
$5,400176,500 mi

Comparison: 24 similar vehicles

Westby, WI

2005 Subaru Outback R

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

2005 Subaru Outback R

Westby, WI

UnscoredInsufficient · 0
$5,490189,010 mi

Westby, WI

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Winona, MN

Unscored
$5,495150,700 mi

Comparison: 8 similar vehicles

Winona, MN

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

La Crescent, MN

UnscoredInsufficient · 0
$5,499120,941 mi

La Crescent, MN

2016 Ford Focus SE

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

2016 Ford Focus SE

Minnesota City, MN

Unscored
$5,500151,200 mi

Comparison: 13 similar vehicles

Minnesota City, MN

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

La Crosse, WI

Unscored
$5,750189,226 mi

Comparison: 56 similar vehicles

La Crosse, WI

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Osseo, WI

Unscored
$5,899184,384 mi

Comparison: 78 similar vehicles

Osseo, WI

2016 Kia Soul +

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

2016 Kia Soul +

Westby, WI

Unscored
$5,900130,071 mi

Comparison: 28 similar vehicles

Westby, WI

2017 Kia Sorento LX

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

2017 Kia Sorento LX

La Crosse, WI

Unscored
$5,950151,188 mi

Comparison: 68 similar vehicles

La Crosse, WI

2010 Ford E-Series Econoline Wagon XL

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

2010 Ford E-Series Econoline Wagon XL

La Crosse, WI

UnscoredInsufficient · 0
$5,950156,203 mi

La Crosse, WI

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

La Crosse, WI

Unscored
$5,950185,707 mi

Comparison: 6 similar vehicles

La Crosse, WI

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Hokah, MN

Unscored
$5,990220,379 mi

Comparison: 8 similar vehicles

Hokah, MN

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Independence, WI

Unscored
$5,995189,705 mi

Comparison: 22 similar vehicles

Independence, WI

2015 Ford Escape SE

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

2015 Ford Escape SE

Independence, WI

Unscored
$5,995169,665 mi

Comparison: 63 similar vehicles

Independence, WI

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Independence, WI

Unscored
$5,995169,692 mi

Comparison: 9 similar vehicles

Independence, WI

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Adams, WI

Unscored
$5,999157,170 mi

Comparison: 51 similar vehicles

Adams, WI

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Westby, WI

Unscored
$6,000184,451 mi

Comparison: 75 similar vehicles

Westby, WI

2006 Ford Econoline

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

2006 Ford Econoline

Osseo, WI

UnscoredInsufficient · 0
$6,049100,051 mi

Osseo, WI

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

West Salem, WI

Unscored
$6,287176,462 mi

Comparison: 5 similar vehicles

West Salem, WI

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Winona, MN

Unscored
$6,295138,920 mi

Comparison: 6 similar vehicles

Winona, MN

2018 Ford Escape SE

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

2018 Ford Escape SE

Necedah, WI

Unscored
$6,300147,208 mi

Comparison: 7 similar vehicles

Necedah, WI

2010 Toyota Camry LE

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

2010 Toyota Camry LE

La Crosse, WI

Unscored
$6,450203,071 mi

Comparison: 35 similar vehicles

La Crosse, WI

2014 Ford Escape SE

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

2014 Ford Escape SE

Minnesota City, MN

Unscored
$6,500136,750 mi

Comparison: 5 similar vehicles

Minnesota City, MN

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Tomah, WI

Unscored
$6,500135,090 mi

Comparison: 18 similar vehicles

Tomah, WI

2006 Honda Civic LX

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

2006 Honda Civic LX

Winona, MN

UnscoredInsufficient · 4
$6,590173,519 mi

Comparison: 4 similar vehicles

Winona, 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.
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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