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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 6, 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

318 listings found

2012 Nissan NV Cargo SV

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

2012 Nissan NV Cargo SV

Loretto, MN

UnscoredInsufficient · 0
$4,480309,944 mi

Loretto, MN

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Loretto, MN

UnscoredInsufficient · 3
$4,780223,779 mi

Comparison: 3 similar vehicles

Loretto, MN

2007 Honda Accord VP

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

2007 Honda Accord VP

Loretto, MN

UnscoredInsufficient · 0
$4,944214,650 mi

Loretto, MN

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Loretto, MN

UnscoredInsufficient · 3
$4,957163,501 mi

Comparison: 3 similar vehicles

Loretto, MN

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Loretto, MN

UnscoredInsufficient · 3
$5,500183,150 mi

Comparison: 3 similar vehicles

Loretto, MN

1997 Ford Taurus GL

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

1997 Ford Taurus GL

Loretto, MN

Salvage title
$5,73840,528 mi

Loretto, MN

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Loretto, MN

Unscored
$5,980182,014 mi

Comparison: 16 similar vehicles

Loretto, MN

2016 Toyota Sienna LE

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

2016 Toyota Sienna LE

Loretto, MN

UnscoredInsufficient · 0
$5,980316,335 mi

Loretto, MN

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Loretto, MN

Unscored
$5,980316,591 mi

Comparison: 7 similar vehicles

Loretto, MN

2004 GMC C5500

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

2004 GMC C5500

Loretto, MN

UnscoredInsufficient · 0
$5,980111,885 mi

Loretto, MN

2018 Nissan Rogue Sport S

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

2018 Nissan Rogue Sport S

Loretto, MN

Salvage title
$6,776136,783 mi

Loretto, MN

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Loretto, MN

Unscored
$6,899120,286 mi

Comparison: 8 similar vehicles

Loretto, MN

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Loretto, MN

UnscoredInsufficient · 0
$6,899146,320 mi

Loretto, MN

2014 Toyota Prius c Four

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

2014 Toyota Prius c Four

Loretto, MN

Salvage title
$6,987132,419 mi

Loretto, MN

2015 Kia Optima LX

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

2015 Kia Optima LX

Loretto, MN

Unscored
$6,995155,789 mi

Comparison: 8 similar vehicles

Loretto, MN

2015 GMC Savana Cargo Work Van

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

2015 GMC Savana Cargo Work Van

Loretto, MN

UnscoredInsufficient · 0
$7,180176,650 mi

Loretto, MN

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Loretto, MN

UnscoredInsufficient · 0
$7,388115,266 mi

Loretto, MN

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Loretto, MN

Unscored
$7,399127,730 mi

Comparison: 6 similar vehicles

Loretto, MN

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Loretto, MN

Salvage title
$7,44484,579 mi

Loretto, MN

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Loretto, MN

UnscoredInsufficient · 0
$7,480212,212 mi

Loretto, MN

1989 Toyota VAN WAGON

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

1989 Toyota VAN WAGON

Loretto, MN

UnscoredInsufficient · 0
$7,480146,491 mi

Loretto, MN

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Loretto, MN

Unscored
$7,488134,347 mi

Comparison: 5 similar vehicles

Loretto, MN

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Loretto, MN

Salvage title
$7,495102,515 mi

Loretto, MN

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Loretto, MN

Unscored
$7,500130,619 mi

Comparison: 8 similar vehicles

Loretto, MN

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Loretto, MN

Unscored
$7,500126,022 mi

Comparison: 6 similar vehicles

Loretto, MN

2012 Mazda CX-9 Grand Touring

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

2012 Mazda CX-9 Grand Touring

Loretto, MN

Unscored
$7,500141,719 mi

Comparison: 5 similar vehicles

Loretto, MN

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Loretto, MN

UnscoredInsufficient · 3
$7,899126,422 mi

Comparison: 3 similar vehicles

Loretto, MN

2007 Toyota Highlander Sport

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

2007 Toyota Highlander Sport

Loretto, MN

UnscoredInsufficient · 3
$7,899167,178 mi

Comparison: 3 similar vehicles

Loretto, MN

2006 Toyota Corolla LE

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

2006 Toyota Corolla LE

Loretto, MN

UnscoredInsufficient · 0
$7,899100,251 mi

Loretto, MN

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Loretto, MN

Unscored
$7,899151,837 mi

Comparison: 6 similar vehicles

Loretto, MN

2018 Kia Soul Base

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

2018 Kia Soul Base

Loretto, MN

UnscoredInsufficient · 3
$7,980115,891 mi

Comparison: 3 similar vehicles

Loretto, MN

2007 Toyota Highlander Sport

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

2007 Toyota Highlander Sport

Loretto, MN

UnscoredInsufficient · 3
$7,999154,538 mi

Comparison: 3 similar vehicles

Loretto, MN

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Loretto, MN

UnscoredInsufficient · 0
$7,999105,042 mi

Loretto, MN

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Loretto, MN

Unscored
$8,280111,056 mi

Comparison: 5 similar vehicles

Loretto, MN

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Loretto, MN

Salvage title
$8,444120,398 mi

Loretto, MN

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Loretto, MN

Unscored
$8,500147,178 mi

Comparison: 6 similar vehicles

Loretto, MN

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Loretto, MN

Unscored
$8,580309,219 mi

Comparison: 19 similar vehicles

Loretto, MN

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Loretto, MN

Unscored
$8,899168,727 mi

Comparison: 9 similar vehicles

Loretto, MN

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Loretto, MN

UnscoredInsufficient · 0
$8,899132,241 mi

Loretto, MN

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Loretto, MN

UnscoredInsufficient · 3
$8,89995,105 mi

Comparison: 3 similar vehicles

Loretto, MN

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Loretto, MN

UnscoredInsufficient · 3
$8,899104,521 mi

Comparison: 3 similar vehicles

Loretto, MN

2007 Toyota Highlander Sport

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

2007 Toyota Highlander Sport

Loretto, MN

UnscoredInsufficient · 3
$8,899122,561 mi

Comparison: 3 similar vehicles

Loretto, MN

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Loretto, MN

UnscoredInsufficient · 0
$8,899113,563 mi

Loretto, MN

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Loretto, MN

Unscored
$8,995174,696 mi

Comparison: 18 similar vehicles

Loretto, MN

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Loretto, MN

Unscored
$8,995162,778 mi

Comparison: 5 similar vehicles

Loretto, MN

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Loretto, MN

Unscored
$8,995117,504 mi

Comparison: 5 similar vehicles

Loretto, MN

2016 Ford Explorer Utility Police Interceptor

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

2016 Ford Explorer Utility Police Interceptor

Loretto, MN

Unscored
$9,180150,323 mi

Comparison: 5 similar vehicles

Loretto, MN

2021 Kia Rio S

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

2021 Kia Rio S

Loretto, MN

Salvage title
$9,24776,239 mi

Loretto, MN

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Loretto, MN

Unscored
$9,500147,381 mi

Comparison: 5 similar vehicles

Loretto, MN

2015 Mercedes-Benz M-Class ML250

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

2015 Mercedes-Benz M-Class ML250

Loretto, MN

UnscoredInsufficient · 0
$9,844164,767 mi

Loretto, MN

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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