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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

211 listings found

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Two Harbors, MN

UnscoredInsufficient · 0
$5,699195,272 mi

Two Harbors, MN

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Two Harbors, MN

Unscored
$6,819172,815 mi

Comparison: 11 similar vehicles

Two Harbors, MN

2016 Kia Soul Base

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

2016 Kia Soul Base

Two Harbors, MN

Fair PriceLimited · 16
$8,64789,524 mi

Market: $4,995 – $9,849

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Two Harbors, MN

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Two Harbors, MN

Unscored
$8,799206,892 mi

Comparison: 93 similar vehicles

Two Harbors, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Two Harbors, MN

Unscored
$9,196127,161 mi

Comparison: 39 similar vehicles

Two Harbors, MN

2018 Ford Transit Connect XL

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

2018 Ford Transit Connect XL

Two Harbors, MN

UnscoredInsufficient · 0
$10,348162,437 mi

Two Harbors, MN

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Two Harbors, MN

Unscored
$16,34999,611 mi

Comparison: 8 similar vehicles

Two Harbors, MN

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Two Harbors, MN

Fair PriceLimited · 10
$16,499105,971 mi

Market: $14,299 – $21,333

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Two Harbors, MN

2019 Nissan Pathfinder SV

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

2019 Nissan Pathfinder SV

Two Harbors, MN

UnscoredInsufficient · 0
$16,53856,377 mi

Two Harbors, MN

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Two Harbors, MN

UnscoredInsufficient · 0
$16,63970,107 mi

Two Harbors, MN

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Two Harbors, MN

UnscoredInsufficient · 0
$16,83584,533 mi

Two Harbors, MN

2022 Ford Explorer Base

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

2022 Ford Explorer Base

Two Harbors, MN

UnscoredInsufficient · 3
$17,344104,271 mi

Comparison: 3 similar vehicles

Two Harbors, MN

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Two Harbors, MN

Unscored
$17,68158,973 mi

Comparison: 5 similar vehicles

Two Harbors, MN

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Two Harbors, MN

Unscored
$17,68157,066 mi

Comparison: 5 similar vehicles

Two Harbors, MN

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Two Harbors, MN

Unscored
$17,79951,587 mi

Comparison: 5 similar vehicles

Two Harbors, MN

2005 GMC Sierra 2500HD SLT

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

2005 GMC Sierra 2500HD SLT

Two Harbors, MN

UnscoredInsufficient · 0
$17,999123,285 mi

Two Harbors, MN

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Two Harbors, MN

Fair PriceModerate · 45
$18,349101,254 mi

Market: $13,346 – $20,348

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Two Harbors, MN

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Two Harbors, MN

Unscored
$18,849127,196 mi

Comparison: 15 similar vehicles

Two Harbors, MN

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Two Harbors, MN

Unscored
$18,999126,529 mi

Comparison: 15 similar vehicles

Two Harbors, MN

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Two Harbors, MN

Great DealLimited · 15
$19,71834,443 mi

Market: $20,490 – $21,345

Comparison: 15 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 78 days listed (based on current market benchmarks)

Two Harbors, MN

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Two Harbors, MN

UnscoredInsufficient · 0
$20,23852,543 mi

Two Harbors, MN

2020 BMW X5 40i

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

2020 BMW X5 40i

Two Harbors, MN

Fair PriceLimited · 11
$20,999119,158 mi

Market: $20,995 – $29,198

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Two Harbors, MN

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Two Harbors, MN

OverpricedLimited · 11
$21,68660,689 mi

Market: $18,202 – $20,989

Comparison: 11 similar vehicles

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

Two Harbors, MN

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Two Harbors, MN

Unscored
$23,32060,211 mi

Comparison: 6 similar vehicles

Two Harbors, MN

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Two Harbors, MN

Unscored
$23,32065,733 mi

Comparison: 6 similar vehicles

Two Harbors, MN

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Two Harbors, MN

Unscored
$23,59483,532 mi

Comparison: 10 similar vehicles

Two Harbors, MN

2024 Chevrolet TrailBlazer Activ

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

2024 Chevrolet TrailBlazer Activ

Two Harbors, MN

UnscoredInsufficient · 0
$23,84428,466 mi

Two Harbors, MN

2023 Ford Escape Platinum

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

2023 Ford Escape Platinum

Two Harbors, MN

UnscoredInsufficient · 0
$23,88951,464 mi

Two Harbors, 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

Two Harbors, MN

Unscored
$23,99993,656 mi

Comparison: 10 similar vehicles

Two Harbors, MN

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Two Harbors, MN

Fair PriceModerate · 23
$24,529108,519 mi

Market: $17,500 – $25,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Two Harbors, MN

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Two Harbors, MN

Fair PriceLimited · 10
$24,69876,572 mi

Market: $23,594 – $25,349

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Two Harbors, 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

Two Harbors, MN

Fair PriceLimited · 10
$24,72368,942 mi

Market: $23,999 – $25,349

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Two Harbors, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Two Harbors, MN

Unscored
$24,84358,708 mi

Comparison: 9 similar vehicles

Two Harbors, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Two Harbors, MN

Fair PriceLimited · 10
$24,84362,428 mi

Market: $24,843 – $25,193

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Two Harbors, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Two Harbors, MN

Fair PriceLimited · 10
$24,84362,575 mi

Market: $24,843 – $25,193

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Two Harbors, MN

2023 Ford Escape Platinum

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

2023 Ford Escape Platinum

Two Harbors, MN

UnscoredInsufficient · 3
$24,99547,361 mi

Comparison: 3 similar vehicles

Two Harbors, 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

Two Harbors, MN

Fair PriceLimited · 10
$24,99965,680 mi

Market: $23,999 – $25,073

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Two Harbors, MN

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Two Harbors, MN

Fair PriceLimited · 10
$24,99975,488 mi

Market: $23,594 – $25,048

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Two Harbors, MN

2021 RAM 1500 Classic Warlock

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

2021 RAM 1500 Classic Warlock

Two Harbors, MN

UnscoredInsufficient · 4
$25,24969,757 mi

Comparison: 4 similar vehicles

Two Harbors, MN

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Two Harbors, MN

Unscored
$25,34434,579 mi

Comparison: 5 similar vehicles

Two Harbors, MN

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Two Harbors, MN

Fair PriceLimited · 16
$25,440Mileage not verified

Market: $24,560 – $26,860

Comparison: 16 similar vehicles

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

Two Harbors, MN

2021 Dodge Durango GT

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

2021 Dodge Durango GT

Two Harbors, MN

UnscoredInsufficient · 0
$25,54750,687 mi

Two Harbors, MN

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Two Harbors, MN

Fair PriceLimited · 15
$25,73950,317 mi

Market: $19,995 – $27,150

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Two Harbors, MN

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Two Harbors, MN

Fair PriceLimited · 15
$25,73953,178 mi

Market: $19,995 – $27,150

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Two Harbors, 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

Two Harbors, MN

Fair PriceModerate · 25
$25,83859,092 mi

Market: $26,000 – $36,999

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 152 days listed (based on current market benchmarks)

Two Harbors, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Two Harbors, MN

Unscored
$25,84357,402 mi

Comparison: 9 similar vehicles

Two Harbors, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Two Harbors, MN

Unscored
$25,84355,207 mi

Comparison: 9 similar vehicles

Two Harbors, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Two Harbors, MN

Unscored
$25,84352,064 mi

Comparison: 9 similar vehicles

Two Harbors, MN

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Two Harbors, MN

Fair PriceLimited · 15
$25,980Mileage not verified

Market: $24,560 – $26,860

Comparison: 15 similar vehicles

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

Two Harbors, MN

2023 RAM 1500 Classic Warlock

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

2023 RAM 1500 Classic Warlock

Two Harbors, MN

UnscoredInsufficient · 0
$27,69991,054 mi

Two Harbors, 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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