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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 5, 2026

6.8M+

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

436 listings found

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Owatonna, MN

UnscoredInsufficient · 0
$3,995183,510 mi

Owatonna, MN

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Owatonna, MN

Unscored
$5,349159,996 mi

Comparison: 8 similar vehicles

Owatonna, MN

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Owatonna, MN

Unscored
$5,995176,931 mi

Comparison: 37 similar vehicles

Owatonna, MN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Owatonna, MN

Unscored
$5,995162,720 mi

Comparison: 14 similar vehicles

Owatonna, MN

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Owatonna, MN

Unscored
$5,995214,892 mi

Comparison: 11 similar vehicles

Owatonna, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Owatonna, MN

Unscored
$6,347171,531 mi

Comparison: 86 similar vehicles

Owatonna, MN

2002 Volkswagen Passat GLX

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

2002 Volkswagen Passat GLX

Owatonna, MN

UnscoredInsufficient · 0
$6,34986,522 mi

Owatonna, MN

2006 Ford F-150 Lariat

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

2006 Ford F-150 Lariat

Owatonna, MN

Unscored
$6,849145,791 mi

Comparison: 7 similar vehicles

Owatonna, MN

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Owatonna, MN

Unscored
$6,995170,297 mi

Comparison: 14 similar vehicles

Owatonna, MN

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Owatonna, MN

Salvage title
$7,347165,585 mi

Owatonna, MN

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Owatonna, MN

Unscored
$7,349272,390 mi

Comparison: 8 similar vehicles

Owatonna, MN

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Owatonna, MN

Unscored
$7,349142,890 mi

Comparison: 25 similar vehicles

Owatonna, 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

Owatonna, MN

Unscored
$7,349128,800 mi

Comparison: 8 similar vehicles

Owatonna, MN

2011 GMC Terrain SLT-2

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

2011 GMC Terrain SLT-2

Owatonna, MN

UnscoredInsufficient · 3
$7,349106,101 mi

Comparison: 3 similar vehicles

Owatonna, MN

2015 Ford Focus SE

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

2015 Ford Focus SE

Owatonna, MN

Fair PriceModerate · 22
$8,10062,813 mi

Market: $3,165 – $9,305

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Owatonna, 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

Owatonna, MN

Unscored
$8,349148,398 mi

Comparison: 8 similar vehicles

Owatonna, MN

2013 Subaru Outback Base

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

2013 Subaru Outback Base

Owatonna, MN

UnscoredInsufficient · 0
$9,147124,911 mi

Owatonna, MN

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Owatonna, MN

Unscored
$9,349175,399 mi

Comparison: 13 similar vehicles

Owatonna, 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

Owatonna, MN

Unscored
$9,995138,313 mi

Comparison: 10 similar vehicles

Owatonna, MN

2018 Ford Explorer Platinum

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

2018 Ford Explorer Platinum

Owatonna, MN

Unscored
$9,999183,241 mi

Comparison: 12 similar vehicles

Owatonna, MN

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Owatonna, MN

UnscoredInsufficient · 4
$10,349216,243 mi

Comparison: 4 similar vehicles

Owatonna, MN

2008 Saturn Sky Red Line

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

2008 Saturn Sky Red Line

Owatonna, MN

UnscoredInsufficient · 0
$10,34987,102 mi

Owatonna, MN

2018 Ford Escape S

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

2018 Ford Escape S

Owatonna, MN

Fair PriceModerate · 22
$10,99582,831 mi

Market: $7,495 – $14,130

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Owatonna, MN

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Owatonna, MN

Unscored
$11,347169,074 mi

Comparison: 25 similar vehicles

Owatonna, MN

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Owatonna, MN

Unscored
$12,349125,275 mi

Comparison: 70 similar vehicles

Owatonna, MN

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Owatonna, MN

Fair PriceRobust · 83
$12,84571,206 mi

Market: $7,700 – $15,349

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Owatonna, MN

2007 Mazda MX-5 Miata Grand Touring

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

2007 Mazda MX-5 Miata Grand Touring

Owatonna, MN

UnscoredInsufficient · 0
$12,99589,565 mi

Owatonna, MN

2014 Toyota Corolla LE Plus

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

2014 Toyota Corolla LE Plus

Owatonna, MN

UnscoredInsufficient · 0
$13,14970,994 mi

Owatonna, MN

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Owatonna, MN

Unscored
$13,349127,315 mi

Comparison: 8 similar vehicles

Owatonna, MN

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Owatonna, MN

UnscoredInsufficient · 4
$13,99590,596 mi

Comparison: 4 similar vehicles

Owatonna, MN

2015 Nissan Frontier SV

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

2015 Nissan Frontier SV

Owatonna, MN

UnscoredInsufficient · 0
$13,995145,713 mi

Owatonna, MN

No Photo

2013 GMC Sierra 1500 SLE

Owatonna, MN

Unscored
$14,000132,217 mi

Comparison: 21 similar vehicles

Owatonna, MN

2025 Hyundai Kona SE

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

2025 Hyundai Kona SE

Owatonna, MN

UnscoredInsufficient · 0
$14,999109,781 mi

Owatonna, MN

2023 Ford Explorer Utility Police Interceptor

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

2023 Ford Explorer Utility Police Interceptor

Owatonna, MN

UnscoredInsufficient · 0
$14,99994,199 mi

Owatonna, MN

2016 RAM 2500 Pickup Big Horn/Lone Star

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

2016 RAM 2500 Pickup Big Horn/Lone Star

Owatonna, MN

Unscored
$15,349217,834 mi

Comparison: 15 similar vehicles

Owatonna, MN

2021 Chrysler Voyager LX

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

2021 Chrysler Voyager LX

Owatonna, MN

Unscored
$15,49593,258 mi

Comparison: 6 similar vehicles

Owatonna, MN

2016 RAM 1500 Pickup Laramie

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

2016 RAM 1500 Pickup Laramie

Owatonna, MN

Unscored
$15,499142,131 mi

Comparison: 41 similar vehicles

Owatonna, MN

2016 Lincoln Navigator Select

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

2016 Lincoln Navigator Select

Owatonna, MN

Unscored
$15,748104,588 mi

Comparison: 6 similar vehicles

Owatonna, MN

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Owatonna, MN

Fair PriceLimited · 10
$15,900117,506 mi

Market: $10,495 – $18,101

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Owatonna, MN

2017 Buick LaCrosse Essence

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

2017 Buick LaCrosse Essence

Owatonna, MN

Fair PriceLimited · 16
$15,99580,617 mi

Market: $5,975 – $18,798

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Owatonna, 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

Owatonna, MN

Fair PriceModerate · 28
$16,349110,907 mi

Market: $10,997 – $20,075

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Owatonna, MN

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Owatonna, MN

Fair PriceModerate · 36
$16,49965,272 mi

Market: $10,995 – $20,179

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 369 days listed (based on current market benchmarks)

Owatonna, MN

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Owatonna, MN

Fair PriceRobust · 54
$16,849102,272 mi

Market: $13,495 – $38,900

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Owatonna, MN

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Owatonna, MN

Unscored
$16,99564,862 mi

Comparison: 6 similar vehicles

Owatonna, MN

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Owatonna, MN

Fair PriceLimited · 19
$16,999111,668 mi

Market: $16,344 – $21,336

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Owatonna, MN

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Owatonna, MN

Unscored
$17,06749,135 mi

Comparison: 9 similar vehicles

Owatonna, MN

2024 Nissan Versa Sedan SR

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

2024 Nissan Versa Sedan SR

Owatonna, MN

Unscored
$17,30053,456 mi

Comparison: 8 similar vehicles

Owatonna, MN

2024 Kia Soul LX

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

2024 Kia Soul LX

Owatonna, MN

Fair PriceModerate · 22
$17,34955,687 mi

Market: $16,250 – $17,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Owatonna, MN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Owatonna, MN

Fair PriceRobust · 194
$17,34977,020 mi

Market: $7,999 – $19,287

Comparison: 194 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Owatonna, MN

2021 Hyundai Kona NIGHT

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

2021 Hyundai Kona NIGHT

Owatonna, MN

UnscoredInsufficient · 0
$17,84932,671 mi

Owatonna, 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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