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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

340 listings found

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

New Ulm, MN

Unscored
$4,805161,429 mi

Comparison: 10 similar vehicles

New Ulm, MN

2000 Volkswagen New Beetle GLS

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

2000 Volkswagen New Beetle GLS

New Ulm, MN

UnscoredInsufficient · 0
$5,127113,122 mi

New Ulm, MN

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

New Ulm, MN

Unscored
$5,305199,158 mi

Comparison: 37 similar vehicles

New Ulm, MN

2008 Kia Rio LX

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

2008 Kia Rio LX

New Ulm, MN

UnscoredInsufficient · 0
$5,33078,142 mi

New Ulm, MN

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

New Ulm, MN

UnscoredInsufficient · 0
$5,345136,006 mi

New Ulm, MN

2019 Ford Fusion SE

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

2019 Ford Fusion SE

New Ulm, MN

Unscored
$6,304227,836 mi

Comparison: 10 similar vehicles

New Ulm, MN

2019 Mitsubishi Mirage GT

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

2019 Mitsubishi Mirage GT

New Ulm, MN

UnscoredInsufficient · 0
$8,794104,523 mi

New Ulm, MN

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

New Ulm, MN

Unscored
$8,830132,898 mi

Comparison: 70 similar vehicles

New Ulm, MN

2005 GMC Sierra 2500HD SLE

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

2005 GMC Sierra 2500HD SLE

New Ulm, MN

UnscoredInsufficient · 0
$8,941245,628 mi

New Ulm, MN

2007 Saturn Sky Roadster

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

2007 Saturn Sky Roadster

New Ulm, MN

UnscoredInsufficient · 0
$9,12732,147 mi

New Ulm, MN

2019 Buick Encore Essence

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

2019 Buick Encore Essence

New Ulm, MN

Unscored
$9,305142,852 mi

Comparison: 13 similar vehicles

New Ulm, MN

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

New Ulm, MN

UnscoredInsufficient · 4
$9,305123,907 mi

Comparison: 4 similar vehicles

New Ulm, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

New Ulm, MN

Fair PriceRobust · 84
$9,330119,809 mi

Market: $2,615 – $12,859

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

New Ulm, MN

2010 GMC Terrain SLE-2

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

2010 GMC Terrain SLE-2

New Ulm, MN

Unscored
$10,33072,366 mi

Comparison: 5 similar vehicles

New Ulm, MN

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

New Ulm, MN

Unscored
$10,341172,803 mi

Comparison: 16 similar vehicles

New Ulm, MN

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

New Ulm, MN

UnscoredInsufficient · 3
$10,794161,349 mi

Comparison: 3 similar vehicles

New Ulm, MN

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

New Ulm, MN

Fair PriceModerate · 22
$11,345104,012 mi

Market: $3,345 – $36,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

New Ulm, MN

2019 Hyundai Tucson Sport

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

2019 Hyundai Tucson Sport

New Ulm, MN

UnscoredInsufficient · 0
$11,805141,362 mi

New Ulm, MN

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

New Ulm, MN

Fair PriceModerate · 27
$13,105107,275 mi

Market: $8,987 – $18,495

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

New Ulm, MN

2017 GMC Yukon XL SLT

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

2017 GMC Yukon XL SLT

New Ulm, MN

Unscored
$13,805178,970 mi

Comparison: 8 similar vehicles

New Ulm, MN

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

New Ulm, MN

UnscoredInsufficient · 3
$13,995148,623 mi

Comparison: 3 similar vehicles

New Ulm, MN

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

New Ulm, MN

Fair PriceRobust · 195
$13,995105,187 mi

Market: $6,975 – $23,473

Comparison: 195 similar vehicles

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

New Ulm, MN

2010 Chevrolet Silverado 2500HD LTZ

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

2010 Chevrolet Silverado 2500HD LTZ

New Ulm, MN

UnscoredInsufficient · 0
$14,105193,960 mi

New Ulm, MN

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

New Ulm, MN

UnscoredInsufficient · 3
$14,250161,353 mi

Comparison: 3 similar vehicles

New Ulm, MN

2021 Chrysler Voyager LXI

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

2021 Chrysler Voyager LXI

New Ulm, MN

Fair PriceLimited · 11
$14,344106,547 mi

Market: $13,386 – $19,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

New Ulm, MN

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

New Ulm, MN

Fair PriceRobust · 85
$14,845108,286 mi

Market: $8,975 – $19,875

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

New Ulm, MN

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

New Ulm, MN

Fair PriceModerate · 25
$15,34570,964 mi

Market: $6,999 – $17,790

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

New Ulm, MN

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

New Ulm, MN

Unscored
$15,345137,817 mi

Comparison: 37 similar vehicles

New Ulm, MN

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

New Ulm, MN

Fair PriceLimited · 11
$15,60566,306 mi

Market: $8,900 – $22,573

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

New Ulm, MN

2019 Buick Envision Premium I

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

2019 Buick Envision Premium I

New Ulm, MN

Unscored
$15,995127,442 mi

Comparison: 18 similar vehicles

New Ulm, MN

2017 GMC Yukon XL SLT

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

2017 GMC Yukon XL SLT

New Ulm, MN

Unscored
$15,995169,247 mi

Comparison: 8 similar vehicles

New Ulm, MN

2016 Buick LaCrosse Premium 2

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

2016 Buick LaCrosse Premium 2

New Ulm, MN

UnscoredInsufficient · 0
$15,99588,568 mi

New Ulm, MN

2018 Chevrolet Silverado 1500 Work Truck 1WT

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

2018 Chevrolet Silverado 1500 Work Truck 1WT

New Ulm, MN

Fair PriceLimited · 13
$16,305108,010 mi

Market: $9,999 – $16,843

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

New Ulm, MN

2018 Toyota Camry SE

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

2018 Toyota Camry SE

New Ulm, MN

Unscored
$16,30597,280 mi

Comparison: 9 similar vehicles

New Ulm, MN

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

New Ulm, MN

Unscored
$16,330126,990 mi

Comparison: 46 similar vehicles

New Ulm, MN

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

New Ulm, MN

Fair PriceModerate · 29
$16,34575,933 mi

Market: $8,495 – $25,396

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

New Ulm, MN

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

New Ulm, MN

UnscoredInsufficient · 3
$16,34592,981 mi

Comparison: 3 similar vehicles

New Ulm, MN

2020 Kia Sportage LX

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

2020 Kia Sportage LX

New Ulm, MN

UnscoredInsufficient · 0
$17,24157,792 mi

New Ulm, MN

2020 Audi Q5 Premium

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

2020 Audi Q5 Premium

New Ulm, MN

UnscoredInsufficient · 0
$17,34588,604 mi

New Ulm, MN

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

New Ulm, MN

Unscored
$17,830147,642 mi

Comparison: 188 similar vehicles

New Ulm, MN

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

New Ulm, MN

Fair PriceModerate · 27
$17,90588,080 mi

Market: $10,950 – $55,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

New Ulm, MN

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

New Ulm, MN

Fair PriceRobust · 92
$18,34591,303 mi

Market: $6,995 – $21,699

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

New Ulm, MN

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

New Ulm, MN

Unscored
$18,57266,905 mi

Comparison: 5 similar vehicles

New Ulm, MN

2021 Chevrolet Equinox Premier

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

2021 Chevrolet Equinox Premier

New Ulm, MN

Fair PriceModerate · 27
$18,79486,665 mi

Market: $13,995 – $20,246

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

New Ulm, MN

2017 Jeep Grand Cherokee Summit

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

2017 Jeep Grand Cherokee Summit

New Ulm, MN

Unscored
$18,84593,840 mi

Comparison: 8 similar vehicles

New Ulm, MN

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

New Ulm, MN

Fair PriceLimited · 14
$19,105113,817 mi

Market: $15,000 – $23,830

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

New Ulm, MN

2022 Chevrolet Malibu Premier

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

2022 Chevrolet Malibu Premier

New Ulm, MN

UnscoredInsufficient · 0
$19,80576,898 mi

New Ulm, MN

2016 Chevrolet Silverado 1500 LTZ

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

2016 Chevrolet Silverado 1500 LTZ

New Ulm, MN

Unscored
$19,995147,752 mi

Comparison: 5 similar vehicles

New Ulm, MN

2016 Honda Pilot Elite

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

2016 Honda Pilot Elite

New Ulm, MN

OverpricedModerate · 25
$20,304108,891 mi

Market: $8,995 – $18,995

Comparison: 25 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

New Ulm, MN

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

New Ulm, MN

Fair PriceModerate · 20
$20,30560,632 mi

Market: $16,343 – $21,336

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

New Ulm, 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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