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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

1,112 listings found

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Wayzata, MN

Unscored
$9,899162,274 mi

Comparison: 16 similar vehicles

Wayzata, MN

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Wayzata, MN

UnscoredInsufficient · 3
$11,84980,725 mi

Comparison: 3 similar vehicles

Wayzata, MN

2021 Volkswagen Jetta R-Line

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

2021 Volkswagen Jetta R-Line

Wayzata, MN

UnscoredInsufficient · 0
$11,899103,941 mi

Wayzata, MN

2017 Buick Regal Premium 2

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

2017 Buick Regal Premium 2

Wayzata, MN

UnscoredInsufficient · 0
$11,899144,687 mi

Wayzata, MN

2015 Audi Q7 Premium Plus

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

2015 Audi Q7 Premium Plus

Wayzata, MN

UnscoredInsufficient · 3
$12,35086,442 mi

Comparison: 3 similar vehicles

Wayzata, MN

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Wayzata, MN

UnscoredInsufficient · 3
$12,35060,326 mi

Comparison: 3 similar vehicles

Wayzata, MN

2019 Volkswagen Atlas SE w/Tech

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

2019 Volkswagen Atlas SE w/Tech

Wayzata, MN

Unscored
$12,399143,617 mi

Comparison: 7 similar vehicles

Wayzata, MN

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Wayzata, MN

Unscored
$12,399131,245 mi

Comparison: 7 similar vehicles

Wayzata, MN

2015 Audi A5 Cabriolet Premium Plus

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

2015 Audi A5 Cabriolet Premium Plus

Wayzata, MN

UnscoredInsufficient · 0
$12,95099,115 mi

Wayzata, MN

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Wayzata, MN

Fair PriceLimited · 11
$13,39972,091 mi

Market: $7,995 – $13,849

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Wayzata, MN

2015 Audi Q5 Premium Plus

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

2015 Audi Q5 Premium Plus

Wayzata, MN

Unscored
$13,399104,437 mi

Comparison: 6 similar vehicles

Wayzata, MN

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Wayzata, MN

UnscoredInsufficient · 3
$13,94957,693 mi

Comparison: 3 similar vehicles

Wayzata, MN

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Wayzata, MN

Fair PriceLimited · 11
$14,34886,686 mi

Market: $10,246 – $15,990

Comparison: 11 similar vehicles

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

Wayzata, MN

2022 Kia Seltos Nightfall

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

2022 Kia Seltos Nightfall

Wayzata, MN

UnscoredInsufficient · 0
$14,349112,317 mi

Wayzata, MN

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Wayzata, MN

Unscored
$14,39998,753 mi

Comparison: 6 similar vehicles

Wayzata, MN

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Wayzata, MN

Unscored
$14,650117,871 mi

Comparison: 9 similar vehicles

Wayzata, MN

2018 Nissan Maxima Platinum

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

2018 Nissan Maxima Platinum

Wayzata, MN

UnscoredInsufficient · 0
$15,348110,053 mi

Wayzata, MN

2020 Kia Telluride SX

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

2020 Kia Telluride SX

Wayzata, MN

Unscored
$15,349165,758 mi

Comparison: 17 similar vehicles

Wayzata, MN

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Wayzata, MN

Fair PriceRobust · 53
$15,34982,811 mi

Market: $6,995 – $18,641

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Wayzata, MN

2017 Volkswagen Passat SEL Premium

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

2017 Volkswagen Passat SEL Premium

Wayzata, MN

UnscoredInsufficient · 4
$15,39964,890 mi

Comparison: 4 similar vehicles

Wayzata, MN

2017 Acura MDX Technology Package

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

2017 Acura MDX Technology Package

Wayzata, MN

UnscoredInsufficient · 3
$15,399144,992 mi

Comparison: 3 similar vehicles

Wayzata, MN

2012 Toyota Highlander Limited

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

2012 Toyota Highlander Limited

Wayzata, MN

UnscoredInsufficient · 3
$15,399122,940 mi

Comparison: 3 similar vehicles

Wayzata, MN

2010 Lexus IS 250

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

2010 Lexus IS 250

Wayzata, MN

UnscoredInsufficient · 0
$15,39971,627 mi

Wayzata, MN

2016 Mercedes-Benz C-Class C300 Sport

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

2016 Mercedes-Benz C-Class C300 Sport

Wayzata, MN

UnscoredInsufficient · 0
$15,59355,865 mi

Wayzata, MN

2016 Volvo XC90 Momentum

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

2016 Volvo XC90 Momentum

Wayzata, MN

Unscored
$15,75094,270 mi

Comparison: 5 similar vehicles

Wayzata, MN

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Wayzata, MN

Unscored
$16,14999,070 mi

Comparison: 7 similar vehicles

Wayzata, MN

2019 Nissan Pathfinder Platinum

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

2019 Nissan Pathfinder Platinum

Wayzata, MN

UnscoredInsufficient · 0
$16,249100,373 mi

Wayzata, MN

2022 Chevrolet Equinox Premier

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

2022 Chevrolet Equinox Premier

Wayzata, MN

Great DealModerate · 30
$16,349101,150 mi

Market: $19,227 – $25,180

Comparison: 30 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 138 days listed (based on current market benchmarks)

Wayzata, MN

2021 Nissan Leaf SV Plus

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

2021 Nissan Leaf SV Plus

Wayzata, MN

UnscoredInsufficient · 0
$16,34945,440 mi

Wayzata, MN

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Wayzata, MN

Fair PriceModerate · 26
$16,39989,070 mi

Market: $10,250 – $20,593

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Wayzata, MN

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Wayzata, MN

Unscored
$16,39987,246 mi

Comparison: 5 similar vehicles

Wayzata, MN

2015 Lexus RX F Sport

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

2015 Lexus RX F Sport

Wayzata, MN

UnscoredInsufficient · 3
$16,399147,274 mi

Comparison: 3 similar vehicles

Wayzata, MN

2016 Honda Civic EX-T

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

2016 Honda Civic EX-T

Wayzata, MN

UnscoredInsufficient · 4
$16,89983,337 mi

Comparison: 4 similar vehicles

Wayzata, 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

Wayzata, MN

Fair PriceLimited · 11
$16,899100,349 mi

Market: $10,997 – $20,075

Comparison: 11 similar vehicles

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

Wayzata, MN

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Wayzata, MN

Fair PriceModerate · 41
$16,94993,954 mi

Market: $13,580 – $19,999

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Wayzata, MN

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Wayzata, MN

Unscored
$17,39982,986 mi

Comparison: 5 similar vehicles

Wayzata, MN

2019 Mazda CX-3 Grand Touring

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

2019 Mazda CX-3 Grand Touring

Wayzata, MN

UnscoredInsufficient · 0
$17,75057,228 mi

Wayzata, MN

2018 BMW X5 xDrive40e

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

2018 BMW X5 xDrive40e

Wayzata, MN

UnscoredInsufficient · 0
$17,75084,410 mi

Wayzata, MN

2020 Mazda CX-5 Touring

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

2020 Mazda CX-5 Touring

Wayzata, MN

Unscored
$17,899113,498 mi

Comparison: 7 similar vehicles

Wayzata, MN

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Wayzata, MN

Unscored
$17,89963,464 mi

Comparison: 6 similar vehicles

Wayzata, MN

2018 Land Rover Range Rover Velar SE

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

2018 Land Rover Range Rover Velar SE

Wayzata, MN

Unscored
$18,34892,165 mi

Comparison: 5 similar vehicles

Wayzata, MN

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Wayzata, MN

UnscoredInsufficient · 0
$18,84949,346 mi

Wayzata, MN

2021 Kia Seltos SX

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

2021 Kia Seltos SX

Wayzata, MN

UnscoredInsufficient · 0
$18,84948,203 mi

Wayzata, MN

2023 Kia Seltos S

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

2023 Kia Seltos S

Wayzata, MN

UnscoredInsufficient · 0
$19,04959,721 mi

Wayzata, MN

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Wayzata, MN

UnscoredInsufficient · 0
$19,09957,769 mi

Wayzata, MN

2020 Mercedes-Benz GLA GLA250

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

2020 Mercedes-Benz GLA GLA250

Wayzata, MN

UnscoredInsufficient · 0
$19,39945,118 mi

Wayzata, MN

2020 Kia Telluride S

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

2020 Kia Telluride S

Wayzata, MN

UnscoredInsufficient · 3
$19,84992,536 mi

Comparison: 3 similar vehicles

Wayzata, MN

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Wayzata, MN

UnscoredInsufficient · 3
$19,94923,228 mi

Comparison: 3 similar vehicles

Wayzata, MN

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Wayzata, MN

UnscoredInsufficient · 0
$19,9491,728 mi

Wayzata, MN

2017 Cadillac ATS Sedan Luxury

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

2017 Cadillac ATS Sedan Luxury

Wayzata, MN

UnscoredInsufficient · 0
$19,94926,716 mi

Wayzata, MN

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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