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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

54 listings found

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Big Lake, MN

Unscored
$4,495178,864 mi

Comparison: 12 similar vehicles

Big Lake, MN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Big Lake, MN

UnscoredInsufficient · 0
$4,495135,762 mi

Big Lake, MN

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Big Lake, MN

Unscored
$4,495169,172 mi

Comparison: 5 similar vehicles

Big Lake, MN

2010 Nissan Murano SL

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

2010 Nissan Murano SL

Big Lake, MN

UnscoredInsufficient · 0
$4,495164,197 mi

Big Lake, MN

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Big Lake, MN

Fair PriceLimited · 12
$4,995119,725 mi

Market: $4,495 – $9,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Big Lake, MN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Big Lake, MN

Unscored
$4,995157,512 mi

Comparison: 29 similar vehicles

Big Lake, MN

2019 Chevrolet Impala 1LT

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

2019 Chevrolet Impala 1LT

Big Lake, MN

Unscored
$5,499233,000 mi

Comparison: 8 similar vehicles

Big Lake, MN

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Big Lake, MN

Unscored
$5,599216,000 mi

Comparison: 9 similar vehicles

Big Lake, MN

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Big Lake, MN

UnscoredInsufficient · 3
$5,999211,000 mi

Comparison: 3 similar vehicles

Big Lake, MN

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Big Lake, MN

Unscored
$5,999127,163 mi

Comparison: 22 similar vehicles

Big Lake, MN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Big Lake, MN

Unscored
$6,495Mileage not verified

Comparison: 7 similar vehicles

Big Lake, MN

2013 Chevrolet Malibu 3LT

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

2013 Chevrolet Malibu 3LT

Big Lake, MN

UnscoredInsufficient · 0
$7,599140,344 mi

Big Lake, MN

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Big Lake, MN

UnscoredInsufficient · 3
$7,875161,148 mi

Comparison: 3 similar vehicles

Big Lake, MN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Big Lake, MN

Unscored
$7,999228,000 mi

Comparison: 8 similar vehicles

Big Lake, MN

2016 Chevrolet Malibu Hybrid

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

2016 Chevrolet Malibu Hybrid

Big Lake, MN

UnscoredInsufficient · 0
$7,999153,000 mi

Big Lake, MN

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Big Lake, MN

UnscoredInsufficient · 4
$8,000176,309 mi

Comparison: 4 similar vehicles

Big Lake, MN

2015 Ford Focus SE

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

2015 Ford Focus SE

Big Lake, MN

Fair PriceLimited · 18
$8,99068,000 mi

Market: $3,165 – $9,305

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Big Lake, MN

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Big Lake, MN

UnscoredInsufficient · 3
$8,990114,000 mi

Comparison: 3 similar vehicles

Big Lake, MN

2017 Ford Escape SE

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

2017 Ford Escape SE

Big Lake, MN

Unscored
$11,90067,000 mi

Comparison: 7 similar vehicles

Big Lake, 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

Big Lake, MN

Unscored
$11,999156,432 mi

Comparison: 10 similar vehicles

Big Lake, MN

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Big Lake, MN

Unscored
$11,999196,470 mi

Comparison: 16 similar vehicles

Big Lake, MN

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Big Lake, MN

Unscored
$12,500214,170 mi

Comparison: 8 similar vehicles

Big Lake, MN

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Big Lake, MN

Unscored
$12,500147,000 mi

Comparison: 20 similar vehicles

Big Lake, MN

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Big Lake, MN

Unscored
$14,900110,000 mi

Comparison: 6 similar vehicles

Big Lake, MN

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Big Lake, MN

UnscoredInsufficient · 3
$14,999157,652 mi

Comparison: 3 similar vehicles

Big Lake, MN

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Big Lake, MN

UnscoredInsufficient · 4
$16,900158,000 mi

Comparison: 4 similar vehicles

Big Lake, MN

2016 Chevrolet Silverado 2500HD LT

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

2016 Chevrolet Silverado 2500HD LT

Big Lake, MN

Unscored
$17,900191,000 mi

Comparison: 19 similar vehicles

Big Lake, MN

2020 Chevrolet Silverado 1500 Custom

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

2020 Chevrolet Silverado 1500 Custom

Big Lake, MN

UnscoredInsufficient · 3
$19,900104,000 mi

Comparison: 3 similar vehicles

Big Lake, MN

2021 Jeep Grand Cherokee High Altitude

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

2021 Jeep Grand Cherokee High Altitude

Big Lake, MN

Unscored
$21,90099,000 mi

Comparison: 12 similar vehicles

Big Lake, 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

Big Lake, MN

Fair PriceModerate · 23
$21,900114,000 mi

Market: $16,680 – $29,039

Comparison: 23 similar vehicles

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

Big Lake, MN

2016 Jeep Wrangler Unlimited 75th Anniversary Edition

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

2016 Jeep Wrangler Unlimited 75th Anniversary Edition

Big Lake, MN

UnscoredInsufficient · 0
$22,90059,000 mi

Big Lake, MN

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Big Lake, MN

Fair PriceLimited · 17
$23,90021,000 mi

Market: $19,491 – $24,141

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Big Lake, 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

Big Lake, MN

Fair PriceLimited · 13
$23,90066,000 mi

Market: $13,995 – $25,699

Comparison: 13 similar vehicles

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

Big Lake, MN

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Big Lake, MN

UnscoredInsufficient · 0
$23,90056,000 mi

Big Lake, MN

2024 Ford Escape Platinum

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

2024 Ford Escape Platinum

Big Lake, MN

Unscored
$24,90039,000 mi

Comparison: 5 similar vehicles

Big Lake, MN

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Big Lake, MN

Fair PriceModerate · 33
$24,900108,000 mi

Market: $23,997 – $36,349

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 553 days listed (based on current market benchmarks)

Big Lake, MN

2019 GMC Yukon Denali

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

2019 GMC Yukon Denali

Big Lake, MN

Unscored
$24,900121,000 mi

Comparison: 6 similar vehicles

Big Lake, MN

2021 Mercedes-Benz Metris Passenger Van Base

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

2021 Mercedes-Benz Metris Passenger Van Base

Big Lake, MN

UnscoredInsufficient · 0
$26,90079,000 mi

Big Lake, 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

Big Lake, MN

UnscoredInsufficient · 4
$28,90015,000 mi

Comparison: 4 similar vehicles

Big Lake, MN

2023 Jeep Wrangler 4xe Sahara 4XE

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

2023 Jeep Wrangler 4xe Sahara 4XE

Big Lake, MN

Unscored
$29,90026,000 mi

Comparison: 7 similar vehicles

Big Lake, MN

2023 Chrysler 300 Touring L

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

2023 Chrysler 300 Touring L

Big Lake, MN

UnscoredInsufficient · 0
$29,90026,000 mi

Big Lake, MN

2023 BMW X3 30i

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

2023 BMW X3 30i

Big Lake, MN

Unscored
$29,90035,000 mi

Comparison: 5 similar vehicles

Big Lake, MN

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

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

2022 Chevrolet Silverado 1500 Limited LT Trail Boss

Big Lake, MN

Unscored
$29,90093,000 mi

Comparison: 5 similar vehicles

Big Lake, MN

2022 Chevrolet Silverado 1500 Limited Custom Trail Boss

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

2022 Chevrolet Silverado 1500 Limited Custom Trail Boss

Big Lake, MN

Unscored
$33,90051,000 mi

Comparison: 5 similar vehicles

Big Lake, MN

2020 RAM 1500 Sport

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

2020 RAM 1500 Sport

Big Lake, MN

UnscoredInsufficient · 0
$36,90023,000 mi

Big Lake, MN

2018 Cadillac Escalade Luxury

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

2018 Cadillac Escalade Luxury

Big Lake, MN

UnscoredInsufficient · 0
$36,99989,377 mi

Big Lake, MN

2024 Chevrolet Silverado 1500 LT

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

2024 Chevrolet Silverado 1500 LT

Big Lake, MN

UnscoredInsufficient · 3
$37,90020,000 mi

Comparison: 3 similar vehicles

Big Lake, MN

2022 Chevrolet Silverado 1500 RST

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

2022 Chevrolet Silverado 1500 RST

Big Lake, MN

Fair PriceModerate · 30
$39,90033,000 mi

Market: $37,451 – $42,595

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Big Lake, MN

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Big Lake, MN

Unscored
$43,90014,000 mi

Comparison: 8 similar vehicles

Big Lake, MN

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Big Lake, MN

Unscored
$43,90017,000 mi

Comparison: 8 similar vehicles

Big Lake, 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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