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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

2,594 listings found

2010 Ford Escape XLS

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

2010 Ford Escape XLS

Schofield, WI

UnscoredInsufficient · 0
$3,200314,214 mi

Schofield, WI

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Clintonville, WI

UnscoredInsufficient · 0
$3,295128,048 mi

Clintonville, 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

UnscoredLimited · 10
$3,995231,326 mi

Comparison: 10 similar vehicles

Clintonville, 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

UnscoredLimited · 15
$4,295200,198 mi

Comparison: 15 similar vehicles

Clintonville, WI

2014 Ford Escape SE

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

2014 Ford Escape SE

Tomahawk, WI

UnscoredRobust · 52
$4,500207,117 mi

Comparison: 52 similar vehicles

Tomahawk, 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

UnscoredLimited · 10
$4,995150,951 mi

Comparison: 10 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

UnscoredModerate · 28
$4,995165,331 mi

Comparison: 28 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

UnscoredModerate · 28
$4,995128,141 mi

Comparison: 28 similar vehicles

Clintonville, WI

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Maine, WI

UnscoredLimited · 17
$4,995175,000 mi

Comparison: 17 similar vehicles

Maine, WI

2009 Porsche Cayenne Base

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

2009 Porsche Cayenne Base

Schofield, WI

UnscoredInsufficient · 0
$4,995161,682 mi

Schofield, 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

UnscoredInsufficient · 4
$4,995216,248 mi

Comparison: 4 similar vehicles

Clintonville, WI

2009 Lexus RX 350

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

2009 Lexus RX 350

Bear Creek, WI

UnscoredModerate · 35
$4,999201,717 mi

Comparison: 35 similar vehicles

Bear Creek, WI

2008 Kia Sportage LX

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

2008 Kia Sportage LX

Wausau, WI

UnscoredInsufficient · 0
$5,000128,816 mi

Wausau, 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

UnscoredRobust · 71
$5,295187,177 mi

Comparison: 71 similar vehicles

Clintonville, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Schofield, WI

UnscoredModerate · 39
$5,450127,302 mi

Comparison: 39 similar vehicles

Schofield, WI

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Maine, WI

UnscoredModerate · 21
$5,495125,000 mi

Comparison: 21 similar vehicles

Maine, WI

2010 Volkswagen Tiguan S

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

2010 Volkswagen Tiguan S

Merrill, WI

UnscoredInsufficient · 0
$5,495129,477 mi

Merrill, WI

2006 BMW X5 4.4i

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

2006 BMW X5 4.4i

Schofield, WI

UnscoredInsufficient · 0
$5,495124,407 mi

Schofield, WI

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Wausau, WI

UnscoredRobust · 51
$5,500159,639 mi

Comparison: 51 similar vehicles

Wausau, WI

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Schofield, WI

UnscoredLimited · 12
$5,900178,836 mi

Comparison: 12 similar vehicles

Schofield, 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 · 3
$5,995150,530 mi

Comparison: 3 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

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

Clintonville, WI

UnscoredInsufficient · 3
$5,995153,570 mi

Comparison: 3 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

Clintonville, WI

UnscoredLimited · 6
$5,995123,895 mi

Comparison: 6 similar vehicles

Clintonville, 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

UnscoredLimited · 18
$5,995210,520 mi

Comparison: 18 similar vehicles

Shawano, 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

UnscoredLimited · 17
$5,995182,215 mi

Comparison: 17 similar vehicles

Clintonville, WI

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Merrill, WI

UnscoredLimited · 5
$5,995171,145 mi

Comparison: 5 similar vehicles

Merrill, WI

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Clintonville, WI

Fair PriceModerate · 21
$6,49592,049 mi

Market: $2,999 – $10,000

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Clintonville, WI

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Schofield, WI

UnscoredLimited · 16
$6,495168,729 mi

Comparison: 16 similar vehicles

Schofield, WI

1999 Jeep Wrangler SE

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

1999 Jeep Wrangler SE

Schofield, WI

UnscoredInsufficient · 0
$6,500140,535 mi

Schofield, WI

2013 Kia Sorento SX

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

2013 Kia Sorento SX

Schofield, WI

UnscoredInsufficient · 0
$6,785137,567 mi

Schofield, WI

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Clintonville, WI

UnscoredInsufficient · 0
$6,895224,269 mi

Clintonville, WI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Maine, WI

UnscoredRobust · 104
$6,995152,000 mi

Comparison: 104 similar vehicles

Maine, WI

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Clintonville, WI

Fair PriceModerate · 41
$6,995112,299 mi

Market: $4,500 – $11,790

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Clintonville, 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

Schofield, WI

UnscoredLimited · 16
$6,995120,772 mi

Comparison: 16 similar vehicles

Schofield, WI

2017 Ford Escape SE

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

2017 Ford Escape SE

Schofield, WI

UnscoredLimited · 10
$6,999167,057 mi

Comparison: 10 similar vehicles

Schofield, WI

2018 Ford Explorer Utility Police Interceptor

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

2018 Ford Explorer Utility Police Interceptor

Bear Creek, WI

UnscoredLimited · 8
$7,500183,178 mi

Comparison: 8 similar vehicles

Bear Creek, WI

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Tomahawk, WI

UnscoredModerate · 29
$7,600215,370 mi

Comparison: 29 similar vehicles

Tomahawk, WI

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Schofield, WI

UnscoredLimited · 17
$7,600167,238 mi

Comparison: 17 similar vehicles

Schofield, WI

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Schofield, WI

UnscoredModerate · 29
$7,950166,095 mi

Comparison: 29 similar vehicles

Schofield, WI

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Schofield, WI

Fair PriceRobust · 70
$7,950105,764 mi

Market: $3,750 – $14,599

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Schofield, WI

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Clintonville, WI

Fair PriceLimited · 12
$7,995114,139 mi

Market: $6,698 – $14,766

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Clintonville, WI

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Schofield, WI

Fair PriceModerate · 27
$7,99591,702 mi

Market: $4,999 – $11,790

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Schofield, WI

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Merrill, WI

UnscoredRobust · 56
$7,995144,522 mi

Comparison: 56 similar vehicles

Merrill, WI

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Stevens Point, WI

UnscoredModerate · 38
$8,192150,123 mi

Comparison: 38 similar vehicles

Stevens Point, WI

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Schofield, WI

UnscoredInsufficient · 0
$8,200182,894 mi

Schofield, WI

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Marathon City, WI

UnscoredInsufficient · 0
$8,214184,235 mi

Marathon City, WI

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Schofield, WI

UnscoredModerate · 39
$8,250123,196 mi

Comparison: 39 similar vehicles

Schofield, WI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Clintonville, WI

Great DealModerate · 30
$8,495106,377 mi

Market: $9,995 – $17,995

Comparison: 30 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Clintonville, WI

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Bear Creek, WI

UnscoredLimited · 6
$8,500127,902 mi

Comparison: 6 similar vehicles

Bear Creek, 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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