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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 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

12,462 listings found

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Luxemburg, WI

UnscoredInsufficient · 0
$2,500134,000 mi

Luxemburg, WI

2009 Mercedes-Benz M-Class ML350

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

2009 Mercedes-Benz M-Class ML350

Green Bay, WI

UnscoredInsufficient · 3
$3,584288,875 mi

Comparison: 3 similar vehicles

Green Bay, WI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Appleton, WI

Unscored
$3,630112,240 mi

Comparison: 13 similar vehicles

Appleton, WI

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Green Bay, WI

Unscored
$3,959221,464 mi

Comparison: 23 similar vehicles

Green Bay, WI

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Green Bay, WI

Unscored
$3,990190,057 mi

Comparison: 16 similar vehicles

Green Bay, WI

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Oconto Falls, WI

Unscored
$3,995218,424 mi

Comparison: 10 similar vehicles

Oconto Falls, WI

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Clintonville, WI

Unscored
$3,995231,326 mi

Comparison: 8 similar vehicles

Clintonville, WI

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

Appleton, WI

UnscoredInsufficient · 0
$3,995209,782 mi

Appleton, WI

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Menasha, WI

Unscored
$4,000172,383 mi

Comparison: 39 similar vehicles

Menasha, WI

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Menasha, WI

Unscored
$4,000222,629 mi

Comparison: 22 similar vehicles

Menasha, WI

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Menasha, WI

Unscored
$4,000255,308 mi

Comparison: 10 similar vehicles

Menasha, WI

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Menasha, WI

Unscored
$4,000176,811 mi

Comparison: 6 similar vehicles

Menasha, WI

2002 Ford Explorer Eddie Bauer

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

2002 Ford Explorer Eddie Bauer

Menasha, WI

UnscoredInsufficient · 0
$4,000243,419 mi

Menasha, WI

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Clintonville, WI

Unscored
$4,295200,198 mi

Comparison: 11 similar vehicles

Clintonville, WI

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Neenah, WI

Unscored
$4,495167,745 mi

Comparison: 19 similar vehicles

Neenah, WI

2012 Dodge Durango Crew

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

2012 Dodge Durango Crew

Plymouth, WI

Unscored
$4,500217,135 mi

Comparison: 10 similar vehicles

Plymouth, WI

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Omro, WI

Unscored
$4,500163,200 mi

Comparison: 26 similar vehicles

Omro, WI

2009 Chevrolet Traverse LTZ

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

2009 Chevrolet Traverse LTZ

Sheboygan, WI

UnscoredInsufficient · 0
$4,795133,945 mi

Sheboygan, WI

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Green Bay, WI

UnscoredInsufficient · 0
$4,950164,985 mi

Green Bay, WI

2015 Ford Escape SE

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

2015 Ford Escape SE

Appleton, WI

UnscoredInsufficient · 4
$4,995143,409 mi

Comparison: 4 similar vehicles

Appleton, WI

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Clintonville, WI

UnscoredInsufficient · 3
$4,995150,951 mi

Comparison: 3 similar vehicles

Clintonville, WI

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Clintonville, WI

Unscored
$4,995165,331 mi

Comparison: 25 similar vehicles

Clintonville, WI

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Menasha, WI

Unscored
$4,995152,472 mi

Comparison: 44 similar vehicles

Menasha, WI

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Sheboygan, WI

Unscored
$4,995166,304 mi

Comparison: 7 similar vehicles

Sheboygan, WI

2008 GMC Yukon XL Denali

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

2008 GMC Yukon XL Denali

Clintonville, WI

Unscored
$4,995216,248 mi

Comparison: 7 similar vehicles

Clintonville, WI

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Waldo, WI

Unscored
$4,995126,426 mi

Comparison: 14 similar vehicles

Waldo, 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

Neenah, WI

Unscored
$4,999174,100 mi

Comparison: 8 similar vehicles

Neenah, WI

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Neenah, WI

Unscored
$4,999182,073 mi

Comparison: 13 similar vehicles

Neenah, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Menasha, WI

Unscored
$5,000324,904 mi

Comparison: 5 similar vehicles

Menasha, WI

2013 Chevrolet Captiva Sport LTZ

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

2013 Chevrolet Captiva Sport LTZ

Menasha, WI

UnscoredInsufficient · 0
$5,000169,406 mi

Menasha, WI

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Menasha, WI

Unscored
$5,000267,233 mi

Comparison: 10 similar vehicles

Menasha, WI

2004 Buick Rendezvous CX AWD

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

2004 Buick Rendezvous CX AWD

Menasha, WI

UnscoredInsufficient · 0
$5,000183,632 mi

Menasha, WI

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Clintonville, WI

Unscored
$5,295187,177 mi

Comparison: 68 similar vehicles

Clintonville, WI

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Appleton, WI

Unscored
$5,599182,463 mi

Comparison: 51 similar vehicles

Appleton, WI

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Appleton, WI

UnscoredInsufficient · 3
$5,799117,939 mi

Comparison: 3 similar vehicles

Appleton, WI

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Appleton, WI

Unscored
$5,79983,004 mi

Comparison: 9 similar vehicles

Appleton, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Suamico, WI

Unscored
$5,899164,997 mi

Comparison: 59 similar vehicles

Suamico, WI

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Sheboygan, WI

Unscored
$5,934201,892 mi

Comparison: 36 similar vehicles

Sheboygan, WI

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Neenah, WI

Unscored
$5,945170,663 mi

Comparison: 8 similar vehicles

Neenah, WI

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Green Bay, WI

Unscored
$5,990198,501 mi

Comparison: 35 similar vehicles

Green Bay, WI

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Clintonville, WI

UnscoredInsufficient · 4
$5,995150,530 mi

Comparison: 4 similar vehicles

Clintonville, WI

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Clintonville, WI

Unscored
$5,995209,894 mi

Comparison: 24 similar vehicles

Clintonville, WI

2015 Chevrolet Captiva Sport 2LS

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

2015 Chevrolet Captiva Sport 2LS

Shawano, WI

UnscoredInsufficient · 4
$5,995170,624 mi

Comparison: 4 similar vehicles

Shawano, WI

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Hortonville, WI

Unscored
$5,995135,969 mi

Comparison: 6 similar vehicles

Hortonville, WI

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Suamico, WI

Unscored
$5,995163,422 mi

Comparison: 6 similar vehicles

Suamico, WI

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Shawano, WI

Unscored
$5,995210,520 mi

Comparison: 20 similar vehicles

Shawano, WI

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Sheboygan, WI

Fair PriceModerate · 24
$5,995109,458 mi

Market: $1,700 – $9,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Sheboygan, WI

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Clintonville, WI

Unscored
$5,995182,215 mi

Comparison: 17 similar vehicles

Clintonville, WI

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Appleton, WI

Unscored
$5,995141,734 mi

Comparison: 21 similar vehicles

Appleton, WI

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Neenah, WI

Unscored
$5,995156,827 mi

Comparison: 20 similar vehicles

Neenah, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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