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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 7, 2026

7.1M+

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

2,943 listings found

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Minnetonka, MN

Unscored
$2,495202,654 mi

Comparison: 5 similar vehicles

Minnetonka, MN

2009 Chevrolet Malibu 2LT

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

2009 Chevrolet Malibu 2LT

Minnetonka, MN

UnscoredInsufficient · 0
$3,995170,720 mi

Minnetonka, MN

2012 Ford Focus SE

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

2012 Ford Focus SE

Minnetonka, MN

Unscored
$4,495127,210 mi

Comparison: 7 similar vehicles

Minnetonka, MN

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Minnetonka, MN

Unscored
$4,495190,599 mi

Comparison: 6 similar vehicles

Minnetonka, MN

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Minnetonka, MN

UnscoredInsufficient · 0
$4,995181,789 mi

Minnetonka, MN

2005 Saab 9-3 Aero

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

2005 Saab 9-3 Aero

Minnetonka, MN

UnscoredInsufficient · 0
$4,995176,435 mi

Minnetonka, MN

2007 Ford Fusion SE

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

2007 Ford Fusion SE

Minnetonka, MN

UnscoredInsufficient · 0
$5,495127,656 mi

Minnetonka, MN

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Minnetonka, MN

UnscoredInsufficient · 3
$5,995279,858 mi

Comparison: 3 similar vehicles

Minnetonka, MN

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Minnetonka, MN

UnscoredInsufficient · 0
$5,995131,719 mi

Minnetonka, MN

2008 Mazda CX-9 Grand Touring AWD

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

2008 Mazda CX-9 Grand Touring AWD

Minnetonka, MN

UnscoredInsufficient · 0
$5,995175,066 mi

Minnetonka, MN

1998 Chrysler Sebring JXI

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

1998 Chrysler Sebring JXI

Minnetonka, MN

UnscoredInsufficient · 0
$6,348111,563 mi

Minnetonka, MN

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Minnetonka, MN

UnscoredInsufficient · 0
$6,495185,004 mi

Minnetonka, MN

2010 Acura MDX Base

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

2010 Acura MDX Base

Minnetonka, MN

UnscoredInsufficient · 0
$6,495200,513 mi

Minnetonka, 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

Minnetonka, MN

Unscored
$6,99573,208 mi

Comparison: 5 similar vehicles

Minnetonka, MN

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Minnetonka, MN

UnscoredInsufficient · 4
$6,995181,109 mi

Comparison: 4 similar vehicles

Minnetonka, MN

2009 Toyota Yaris S

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

2009 Toyota Yaris S

Minnetonka, MN

UnscoredInsufficient · 0
$6,995175,422 mi

Minnetonka, MN

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Minnetonka, MN

UnscoredInsufficient · 0
$6,997144,076 mi

Minnetonka, MN

2002 Buick Rendezvous AWD CX

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

2002 Buick Rendezvous AWD CX

Minnetonka, MN

UnscoredInsufficient · 0
$7,225110,385 mi

Minnetonka, MN

2007 Mazda CX-7 Sport

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

2007 Mazda CX-7 Sport

Minnetonka, MN

UnscoredInsufficient · 0
$7,495120,334 mi

Minnetonka, MN

2015 Ford Escape SE

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

2015 Ford Escape SE

Minnetonka, MN

Fair PriceLimited · 15
$7,995106,425 mi

Market: $6,795 – $10,943

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 727 days listed (based on current market benchmarks)

Minnetonka, MN

2014 Volkswagen Passat Wolfsbug Edition

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

2014 Volkswagen Passat Wolfsbug Edition

Minnetonka, MN

UnscoredInsufficient · 0
$7,995127,785 mi

Minnetonka, MN

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Minnetonka, MN

UnscoredInsufficient · 3
$7,995128,980 mi

Comparison: 3 similar vehicles

Minnetonka, MN

2012 Volkswagen Beetle 2.0

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

2012 Volkswagen Beetle 2.0

Minnetonka, MN

UnscoredInsufficient · 0
$7,995154,100 mi

Minnetonka, MN

2012 BMW X5 xDrive35i

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

2012 BMW X5 xDrive35i

Minnetonka, MN

UnscoredInsufficient · 0
$7,995149,434 mi

Minnetonka, MN

2010 Toyota Camry SE

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

2010 Toyota Camry SE

Minnetonka, MN

UnscoredInsufficient · 0
$7,995156,129 mi

Minnetonka, MN

2006 GMC Canyon SLE

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

2006 GMC Canyon SLE

Minnetonka, MN

UnscoredInsufficient · 0
$7,995175,221 mi

Minnetonka, MN

2018 Ford Escape S

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

2018 Ford Escape S

Minnetonka, MN

UnscoredInsufficient · 3
$8,349139,382 mi

Comparison: 3 similar vehicles

Minnetonka, MN

2012 Jeep Liberty Latitude

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

2012 Jeep Liberty Latitude

Minnetonka, MN

UnscoredInsufficient · 0
$8,360108,512 mi

Minnetonka, MN

2012 INFINITI FX

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

2012 INFINITI FX

Minnetonka, MN

Salvage title
$8,495148,100 mi

Minnetonka, MN

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Minnetonka, MN

Unscored
$8,838123,102 mi

Comparison: 5 similar vehicles

Minnetonka, MN

2013 Volvo XC90 R-Design Platinum

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

2013 Volvo XC90 R-Design Platinum

Minnetonka, MN

UnscoredInsufficient · 0
$8,888155,885 mi

Minnetonka, MN

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

Minnetonka, MN

Unscored
$8,987168,748 mi

Comparison: 6 similar vehicles

Minnetonka, MN

2014 Audi Q5 Premium Plus

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

2014 Audi Q5 Premium Plus

Minnetonka, MN

UnscoredInsufficient · 4
$8,995182,263 mi

Comparison: 4 similar vehicles

Minnetonka, MN

2012 Lincoln Navigator Base

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

2012 Lincoln Navigator Base

Minnetonka, MN

UnscoredInsufficient · 4
$8,995159,319 mi

Comparison: 4 similar vehicles

Minnetonka, MN

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Minnetonka, MN

UnscoredInsufficient · 0
$8,997142,556 mi

Minnetonka, MN

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Minnetonka, MN

UnscoredInsufficient · 4
$9,49588,412 mi

Comparison: 4 similar vehicles

Minnetonka, MN

2018 GMC Terrain SLT

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

2018 GMC Terrain SLT

Minnetonka, MN

Unscored
$9,777152,467 mi

Comparison: 11 similar vehicles

Minnetonka, MN

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Minnetonka, MN

UnscoredInsufficient · 0
$9,81890,319 mi

Minnetonka, MN

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Minnetonka, MN

UnscoredInsufficient · 4
$9,874153,204 mi

Comparison: 4 similar vehicles

Minnetonka, MN

2011 Volvo C30 R-Design

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

2011 Volvo C30 R-Design

Minnetonka, MN

UnscoredInsufficient · 0
$9,888148,885 mi

Minnetonka, MN

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Minnetonka, MN

UnscoredInsufficient · 0
$9,888106,765 mi

Minnetonka, MN

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Minnetonka, MN

Unscored
$9,90584,119 mi

Comparison: 8 similar vehicles

Minnetonka, MN

2015 Mitsubishi Outlander Sport SE

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

2015 Mitsubishi Outlander Sport SE

Minnetonka, MN

UnscoredInsufficient · 0
$9,995128,236 mi

Minnetonka, MN

2004 Audi A4 Base

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

2004 Audi A4 Base

Minnetonka, MN

UnscoredInsufficient · 0
$9,99759,093 mi

Minnetonka, MN

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Minnetonka, MN

Unscored
$10,038115,904 mi

Comparison: 7 similar vehicles

Minnetonka, MN

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

Minnetonka, MN

Unscored
$10,340186,164 mi

Comparison: 13 similar vehicles

Minnetonka, MN

No Photo

2020 Kia Sportage S

Minnetonka, MN

Unscored
$10,58892,576 mi

Comparison: 5 similar vehicles

Minnetonka, MN

2008 Toyota Sienna XLE

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

2008 Toyota Sienna XLE

Minnetonka, MN

UnscoredInsufficient · 0
$10,699136,635 mi

Minnetonka, MN

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Minnetonka, MN

UnscoredInsufficient · 4
$10,700147,275 mi

Comparison: 4 similar vehicles

Minnetonka, MN

2017 Kia Sorento EX

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

2017 Kia Sorento EX

Minnetonka, MN

UnscoredInsufficient · 4
$10,714115,695 mi

Comparison: 4 similar vehicles

Minnetonka, 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 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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