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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

91 listings found

2007 Cadillac DTS Luxury II

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

2007 Cadillac DTS Luxury II

Cloquet, MN

UnscoredInsufficient · 0
$3,500160,284 mi

Cloquet, MN

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Cloquet, MN

Unscored
$3,990206,306 mi

Comparison: 7 similar vehicles

Cloquet, MN

2017 Ford Escape SE

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

2017 Ford Escape SE

Cloquet, MN

Unscored
$7,900151,780 mi

Comparison: 7 similar vehicles

Cloquet, MN

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Cloquet, MN

UnscoredInsufficient · 0
$11,99055,391 mi

Cloquet, MN

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Cloquet, MN

Unscored
$11,99174,601 mi

Comparison: 8 similar vehicles

Cloquet, MN

2019 Ford Escape SE

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

2019 Ford Escape SE

Cloquet, MN

Fair PriceModerate · 35
$12,98986,324 mi

Market: $8,900 – $14,900

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Cloquet, MN

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Cloquet, MN

Fair PriceModerate · 41
$14,491105,056 mi

Market: $11,997 – $17,680

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Cloquet, MN

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Cloquet, MN

UnscoredInsufficient · 0
$15,98949,751 mi

Cloquet, MN

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Cloquet, MN

Fair PriceRobust · 50
$15,99192,163 mi

Market: $14,995 – $22,344

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Cloquet, MN

2022 Jeep Renegade Altitude

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

2022 Jeep Renegade Altitude

Cloquet, MN

Unscored
$17,98960,331 mi

Comparison: 8 similar vehicles

Cloquet, MN

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Cloquet, MN

Fair PriceLimited · 14
$20,98965,415 mi

Market: $17,404 – $22,036

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Cloquet, MN

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Cloquet, MN

Fair PriceRobust · 305
$20,99178,894 mi

Market: $18,794 – $27,340

Comparison: 305 similar vehicles

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

Cloquet, MN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cloquet, MN

Fair PriceLimited · 15
$21,98963,789 mi

Market: $21,989 – $28,498

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Cloquet, MN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cloquet, MN

Fair PriceLimited · 15
$21,98963,054 mi

Market: $21,989 – $28,498

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Cloquet, MN

2025 Chevrolet Trax Activ

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

2025 Chevrolet Trax Activ

Cloquet, MN

Unscored
$22,98914,568 mi

Comparison: 6 similar vehicles

Cloquet, MN

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Cloquet, MN

Fair PriceModerate · 20
$22,98982,805 mi

Market: $19,100 – $25,337

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Cloquet, MN

2021 Jeep Gladiator Overland

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

2021 Jeep Gladiator Overland

Cloquet, MN

UnscoredInsufficient · 0
$23,991108,364 mi

Cloquet, MN

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Cloquet, MN

Unscored
$24,99168,819 mi

Comparison: 9 similar vehicles

Cloquet, MN

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Cloquet, MN

Unscored
$24,99164,096 mi

Comparison: 9 similar vehicles

Cloquet, MN

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Cloquet, MN

Unscored
$24,99167,639 mi

Comparison: 9 similar vehicles

Cloquet, MN

2025 GMC Terrain Elevation

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

2025 GMC Terrain Elevation

Cloquet, MN

Unscored
$25,98945,154 mi

Comparison: 9 similar vehicles

Cloquet, MN

2025 Mazda CX-5 S Preferred package

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

2025 Mazda CX-5 S Preferred package

Cloquet, MN

Fair PriceLimited · 17
$25,99149,712 mi

Market: $25,610 – $26,875

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Cloquet, MN

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Cloquet, MN

Unscored
$25,99166,510 mi

Comparison: 9 similar vehicles

Cloquet, MN

2023 RAM ProMaster Cargo Van Base

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

2023 RAM ProMaster Cargo Van Base

Cloquet, MN

Fair PriceLimited · 19
$25,99173,753 mi

Market: $21,000 – $54,500

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Cloquet, MN

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Cloquet, MN

UnscoredInsufficient · 0
$26,991Mileage not verified

Cloquet, MN

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Cloquet, MN

Fair PriceRobust · 50
$27,39065,031 mi

Market: $12,999 – $29,345

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Cloquet, MN

2023 GMC Acadia Denali

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

2023 GMC Acadia Denali

Cloquet, MN

Unscored
$27,989100,781 mi

Comparison: 12 similar vehicles

Cloquet, MN

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Cloquet, MN

UnscoredInsufficient · 3
$28,99197,491 mi

Comparison: 3 similar vehicles

Cloquet, MN

2022 RAM 1500 Limited

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

2022 RAM 1500 Limited

Cloquet, MN

UnscoredInsufficient · 4
$28,991106,213 mi

Comparison: 4 similar vehicles

Cloquet, MN

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Cloquet, MN

Fair PriceRobust · 298
$31,006Mileage not verified

Market: $29,562 – $39,020

Comparison: 298 similar vehicles

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

Cloquet, MN

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Cloquet, MN

Unscored
$31,568158 mi

Comparison: 6 similar vehicles

Cloquet, MN

2023 Nissan Frontier PRO-4X

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

2023 Nissan Frontier PRO-4X

Cloquet, MN

OverpricedLimited · 11
$31,98971,520 mi

Market: $31,301 – $31,379

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Cloquet, MN

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Cloquet, MN

Unscored
$32,031Mileage not verified

Comparison: 6 similar vehicles

Cloquet, MN

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Cloquet, MN

Unscored
$32,3413,312 mi

Comparison: 7 similar vehicles

Cloquet, MN

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Cloquet, MN

Unscored
$32,534Mileage not verified

Comparison: 7 similar vehicles

Cloquet, MN

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Cloquet, MN

OverpricedLimited · 12
$32,99113,397 mi

Market: $31,849 – $32,040

Comparison: 12 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Cloquet, MN

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Cloquet, MN

OverpricedLimited · 17
$32,991Mileage not verified

Market: $18,997 – $29,247

Comparison: 17 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Cloquet, MN

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Cloquet, MN

Fair PriceModerate · 23
$33,265Mileage not verified

Market: $31,990 – $34,625

Comparison: 23 similar vehicles

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

Cloquet, MN

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Cloquet, MN

Great DealLimited · 12
$33,583Mileage not verified

Market: $34,640 – $40,180

Comparison: 12 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Cloquet, MN

2024 Jeep Wagoneer Series II

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

2024 Jeep Wagoneer Series II

Cloquet, MN

UnscoredInsufficient · 3
$33,98977,701 mi

Comparison: 3 similar vehicles

Cloquet, MN

2024 Dodge Durango R/T Plus

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

2024 Dodge Durango R/T Plus

Cloquet, MN

UnscoredInsufficient · 0
$33,99153,830 mi

Cloquet, MN

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Cloquet, MN

Fair PriceModerate · 25
$34,260Mileage not verified

Market: $34,913 – $43,250

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 118 days listed (based on current market benchmarks)

Cloquet, MN

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Cloquet, MN

Fair PriceModerate · 25
$34,92521,007 mi

Market: $34,345 – $37,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Cloquet, MN

2024 Jeep Wagoneer Series II

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

2024 Jeep Wagoneer Series II

Cloquet, MN

UnscoredInsufficient · 3
$34,98975,004 mi

Comparison: 3 similar vehicles

Cloquet, MN

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Cloquet, MN

Fair PriceModerate · 29
$34,98941,655 mi

Market: $27,995 – $40,344

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Cloquet, MN

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Cloquet, MN

Fair PriceRobust · 62
$37,510Mileage not verified

Market: $33,830 – $39,025

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Cloquet, MN

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Cloquet, MN

UnscoredInsufficient · 3
$37,548Mileage not verified

Comparison: 3 similar vehicles

Cloquet, MN

2025 GMC Canyon Elevation

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

2025 GMC Canyon Elevation

Cloquet, MN

UnscoredInsufficient · 0
$38,34525,347 mi

Cloquet, MN

2022 Ford Bronco 2-Door Badlands

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

2022 Ford Bronco 2-Door Badlands

Cloquet, MN

UnscoredInsufficient · 0
$41,98916,806 mi

Cloquet, MN

2026 Jeep Wrangler 4-Door Sport S

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

2026 Jeep Wrangler 4-Door Sport S

Cloquet, MN

Fair PriceRobust · 157
$43,366Mileage not verified

Market: $38,865 – $53,649

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Cloquet, 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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