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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

1,180 listings found

2006 Kia Sedona LX

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

2006 Kia Sedona LX

Apple Valley, MN

UnscoredInsufficient · 0
$3,210146,872 mi

Apple Valley, MN

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Apple Valley, MN

UnscoredInsufficient · 4
$3,401182,896 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Apple Valley, MN

Unscored
$4,910152,134 mi

Comparison: 14 similar vehicles

Apple Valley, MN

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Apple Valley, MN

Unscored
$4,994121,545 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Apple Valley, MN

Unscored
$5,373167,763 mi

Comparison: 7 similar vehicles

Apple Valley, MN

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Apple Valley, MN

Unscored
$5,401168,124 mi

Comparison: 5 similar vehicles

Apple Valley, MN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Apple Valley, MN

UnscoredInsufficient · 4
$5,401122,880 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2010 Nissan Murano S

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

2010 Nissan Murano S

Apple Valley, MN

UnscoredInsufficient · 0
$6,260155,755 mi

Apple Valley, MN

1997 GMC Yukon SLE

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

1997 GMC Yukon SLE

Apple Valley, MN

UnscoredInsufficient · 0
$6,349201,683 mi

Apple Valley, MN

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Apple Valley, MN

Unscored
$6,35083,834 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Apple Valley, MN

Unscored
$6,795100,642 mi

Comparison: 5 similar vehicles

Apple Valley, MN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Apple Valley, MN

Unscored
$6,801167,069 mi

Comparison: 12 similar vehicles

Apple Valley, MN

2015 Ford Escape SE

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

2015 Ford Escape SE

Apple Valley, MN

Unscored
$6,849137,913 mi

Comparison: 10 similar vehicles

Apple Valley, MN

2009 GMC Yukon SLT2

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

2009 GMC Yukon SLT2

Apple Valley, MN

UnscoredInsufficient · 0
$7,105238,924 mi

Apple Valley, MN

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Apple Valley, MN

UnscoredInsufficient · 3
$7,34994,388 mi

Comparison: 3 similar vehicles

Apple Valley, MN

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Apple Valley, MN

Unscored
$7,401151,503 mi

Comparison: 11 similar vehicles

Apple Valley, MN

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Apple Valley, MN

Unscored
$7,601190,523 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Apple Valley, MN

UnscoredInsufficient · 0
$7,649136,849 mi

Apple Valley, MN

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Apple Valley, MN

Unscored
$7,675147,356 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Apple Valley, MN

UnscoredInsufficient · 0
$7,79492,589 mi

Apple Valley, MN

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Apple Valley, MN

Unscored
$7,999183,159 mi

Comparison: 31 similar vehicles

Apple Valley, MN

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Apple Valley, MN

UnscoredInsufficient · 0
$8,201139,094 mi

Apple Valley, MN

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Apple Valley, MN

Unscored
$8,349106,617 mi

Comparison: 8 similar vehicles

Apple Valley, MN

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Apple Valley, MN

UnscoredInsufficient · 3
$8,34993,342 mi

Comparison: 3 similar vehicles

Apple Valley, MN

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Apple Valley, MN

UnscoredInsufficient · 4
$8,49982,949 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Apple Valley, MN

Unscored
$8,905110,369 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Apple Valley, MN

Unscored
$8,999131,691 mi

Comparison: 12 similar vehicles

Apple Valley, MN

2018 Mitsubishi Outlander Sport ES

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

2018 Mitsubishi Outlander Sport ES

Apple Valley, MN

UnscoredInsufficient · 0
$9,349119,404 mi

Apple Valley, MN

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Apple Valley, MN

UnscoredInsufficient · 3
$9,349129,749 mi

Comparison: 3 similar vehicles

Apple Valley, MN

2014 Honda Accord LX

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

2014 Honda Accord LX

Apple Valley, MN

Unscored
$9,349171,383 mi

Comparison: 7 similar vehicles

Apple Valley, MN

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Apple Valley, MN

Unscored
$9,499143,203 mi

Comparison: 14 similar vehicles

Apple Valley, MN

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Apple Valley, MN

Fair PriceLimited · 12
$9,645106,652 mi

Market: $4,988 – $13,895

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Apple Valley, MN

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Apple Valley, MN

UnscoredInsufficient · 4
$9,849177,996 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2013 Lexus ES 300h

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

2013 Lexus ES 300h

Apple Valley, MN

UnscoredInsufficient · 0
$9,849186,730 mi

Apple Valley, MN

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Apple Valley, MN

Unscored
$9,998108,445 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Apple Valley, MN

Unscored
$9,999195,595 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2013 Honda Civic LX

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

2013 Honda Civic LX

Apple Valley, MN

UnscoredInsufficient · 4
$10,238134,368 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Apple Valley, MN

Unscored
$10,294169,521 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Apple Valley, MN

Fair PriceLimited · 16
$10,401109,787 mi

Market: $8,295 – $12,800

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Apple Valley, MN

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Apple Valley, MN

Unscored
$10,794144,877 mi

Comparison: 16 similar vehicles

Apple Valley, MN

2016 RAM 1500 Pickup Big Horn/Lone Star

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

2016 RAM 1500 Pickup Big Horn/Lone Star

Apple Valley, MN

UnscoredInsufficient · 3
$10,849181,955 mi

Comparison: 3 similar vehicles

Apple Valley, MN

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Apple Valley, MN

Unscored
$10,849152,504 mi

Comparison: 32 similar vehicles

Apple Valley, MN

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Apple Valley, MN

Unscored
$10,901136,729 mi

Comparison: 6 similar vehicles

Apple Valley, MN

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Apple Valley, MN

Unscored
$10,999175,972 mi

Comparison: 41 similar vehicles

Apple Valley, MN

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Apple Valley, MN

UnscoredInsufficient · 4
$11,349115,134 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2008 Audi TT Base

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

2008 Audi TT Base

Apple Valley, MN

UnscoredInsufficient · 0
$11,349100,172 mi

Apple Valley, MN

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Apple Valley, MN

UnscoredInsufficient · 4
$11,349200,125 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Apple Valley, MN

Unscored
$11,601133,805 mi

Comparison: 7 similar vehicles

Apple Valley, MN

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

Apple Valley, MN

UnscoredInsufficient · 4
$11,840124,287 mi

Comparison: 4 similar vehicles

Apple Valley, MN

2018 Dodge Grand Caravan SE Plus

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

2018 Dodge Grand Caravan SE Plus

Apple Valley, MN

Unscored
$11,849123,765 mi

Comparison: 14 similar vehicles

Apple Valley, 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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