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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

874 listings found

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Glenwood, MN

UnscoredInsufficient · 4
$3,989156,323 mi

Comparison: 4 similar vehicles

Glenwood, MN

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Glenwood, MN

Unscored
$3,998152,385 mi

Comparison: 12 similar vehicles

Glenwood, MN

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Glenwood, MN

UnscoredInsufficient · 0
$3,998159,034 mi

Glenwood, MN

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

Glenwood, MN

UnscoredInsufficient · 0
$4,989156,288 mi

Glenwood, MN

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Glenwood, MN

UnscoredInsufficient · 4
$4,989144,679 mi

Comparison: 4 similar vehicles

Glenwood, MN

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Glenwood, MN

Unscored
$4,989134,732 mi

Comparison: 8 similar vehicles

Glenwood, MN

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Glenwood, MN

UnscoredInsufficient · 4
$4,989141,698 mi

Comparison: 4 similar vehicles

Glenwood, MN

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Glenwood, MN

Unscored
$5,340116,127 mi

Comparison: 7 similar vehicles

Glenwood, MN

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Glenwood, MN

Unscored
$5,598138,962 mi

Comparison: 6 similar vehicles

Glenwood, MN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Glenwood, MN

Unscored
$5,598127,879 mi

Comparison: 18 similar vehicles

Glenwood, MN

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Glenwood, MN

Unscored
$5,898105,678 mi

Comparison: 5 similar vehicles

Glenwood, MN

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Glenwood, MN

UnscoredInsufficient · 3
$5,989137,929 mi

Comparison: 3 similar vehicles

Glenwood, MN

2008 Chevrolet Impala LTZ

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

2008 Chevrolet Impala LTZ

Glenwood, MN

UnscoredInsufficient · 0
$5,989147,222 mi

Glenwood, MN

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Glenwood, MN

Unscored
$5,998127,688 mi

Comparison: 10 similar vehicles

Glenwood, MN

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Glenwood, MN

UnscoredInsufficient · 0
$6,340200,757 mi

Glenwood, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Glenwood, MN

Unscored
$6,347171,531 mi

Comparison: 69 similar vehicles

Glenwood, MN

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Glenwood, MN

Unscored
$6,498129,734 mi

Comparison: 12 similar vehicles

Glenwood, MN

2011 Chevrolet Impala LTZ

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

2011 Chevrolet Impala LTZ

Glenwood, MN

UnscoredInsufficient · 3
$6,98987,812 mi

Comparison: 3 similar vehicles

Glenwood, MN

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Glenwood, MN

Unscored
$6,990158,802 mi

Comparison: 5 similar vehicles

Glenwood, MN

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Glenwood, MN

Unscored
$7,340173,879 mi

Comparison: 7 similar vehicles

Glenwood, MN

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Glenwood, MN

Unscored
$7,340134,879 mi

Comparison: 10 similar vehicles

Glenwood, MN

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Glenwood, MN

Salvage title
$7,347165,585 mi

Glenwood, MN

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Glenwood, MN

Unscored
$7,745130,413 mi

Comparison: 19 similar vehicles

Glenwood, MN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Glenwood, MN

Unscored
$7,750137,849 mi

Comparison: 53 similar vehicles

Glenwood, MN

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Glenwood, MN

Unscored
$7,750190,453 mi

Comparison: 5 similar vehicles

Glenwood, MN

2013 Ford Flex Limited

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

2013 Ford Flex Limited

Glenwood, MN

Unscored
$7,989148,967 mi

Comparison: 5 similar vehicles

Glenwood, MN

2014 GMC Terrain Denali

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

2014 GMC Terrain Denali

Glenwood, MN

UnscoredInsufficient · 4
$8,340153,013 mi

Comparison: 4 similar vehicles

Glenwood, 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

Glenwood, MN

Unscored
$8,347173,510 mi

Comparison: 94 similar vehicles

Glenwood, MN

2017 Nissan Armada Platinum

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

2017 Nissan Armada Platinum

Glenwood, MN

UnscoredInsufficient · 0
$8,699193,882 mi

Glenwood, MN

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Glenwood, MN

Unscored
$8,989145,395 mi

Comparison: 36 similar vehicles

Glenwood, MN

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Glenwood, MN

UnscoredInsufficient · 0
$8,99835,652 mi

Glenwood, MN

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Glenwood, MN

UnscoredInsufficient · 3
$9,779123,248 mi

Comparison: 3 similar vehicles

Glenwood, MN

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Glenwood, MN

Unscored
$9,989126,035 mi

Comparison: 46 similar vehicles

Glenwood, MN

2015 RAM 1500 Pickup Outdoorsman

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

2015 RAM 1500 Pickup Outdoorsman

Glenwood, MN

UnscoredInsufficient · 0
$10,340151,949 mi

Glenwood, MN

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Glenwood, MN

Unscored
$10,435125,295 mi

Comparison: 41 similar vehicles

Glenwood, MN

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Glenwood, MN

Unscored
$10,463121,003 mi

Comparison: 41 similar vehicles

Glenwood, MN

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Glenwood, MN

Fair PriceLimited · 16
$10,571119,604 mi

Market: $4,659 – $12,800

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Glenwood, MN

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Glenwood, MN

Unscored
$10,750123,402 mi

Comparison: 34 similar vehicles

Glenwood, MN

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Glenwood, MN

Fair PriceModerate · 46
$10,98983,913 mi

Market: $6,975 – $14,845

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Glenwood, MN

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Glenwood, MN

Unscored
$11,330145,506 mi

Comparison: 27 similar vehicles

Glenwood, MN

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Glenwood, MN

Unscored
$11,347169,074 mi

Comparison: 15 similar vehicles

Glenwood, MN

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Glenwood, MN

Unscored
$11,811131,323 mi

Comparison: 8 similar vehicles

Glenwood, MN

2015 GMC Sierra 2500HD SLE

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

2015 GMC Sierra 2500HD SLE

Glenwood, MN

UnscoredInsufficient · 0
$11,990155,950 mi

Glenwood, MN

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Glenwood, MN

Fair PriceLimited · 16
$12,220115,726 mi

Market: $10,450 – $16,345

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Glenwood, MN

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Glenwood, MN

Fair PriceLimited · 19
$12,245117,257 mi

Market: $6,995 – $16,200

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Glenwood, MN

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Glenwood, MN

Unscored
$12,347125,745 mi

Comparison: 13 similar vehicles

Glenwood, MN

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Glenwood, MN

Unscored
$12,928135,776 mi

Comparison: 29 similar vehicles

Glenwood, MN

2017 Audi A6 Premium Plus

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

2017 Audi A6 Premium Plus

Glenwood, MN

UnscoredInsufficient · 0
$12,98994,021 mi

Glenwood, MN

2018 Jeep Cherokee Limited

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

2018 Jeep Cherokee Limited

Glenwood, MN

Fair PriceLimited · 18
$13,280114,465 mi

Market: $12,240 – $18,551

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Glenwood, MN

2021 Nissan Murano SL

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

2021 Nissan Murano SL

Glenwood, MN

Great DealLimited · 17
$13,98978,288 mi

Market: $18,789 – $21,995

Comparison: 17 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 65 days listed (based on current market benchmarks)

Glenwood, 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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