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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 9, 2026

7.3M+

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

262 listings found

2017 Land Rover Discovery Sport HSE LUX

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

2017 Land Rover Discovery Sport HSE LUX

Johnson Creek, WI

UnscoredInsufficient · 0
$11,51197,329 mi

Johnson Creek, WI

2018 Jeep Compass Altitude

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

2018 Jeep Compass Altitude

Johnson Creek, WI

Fair PriceModerate · 35
$12,48991,581 mi

Market: $9,110 – $16,984

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Johnson Creek, WI

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Johnson Creek, WI

Unscored
$13,98998,475 mi

Comparison: 12 similar vehicles

Johnson Creek, WI

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Johnson Creek, WI

Unscored
$14,489179,775 mi

Comparison: 50 similar vehicles

Johnson Creek, WI

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

Johnson Creek, WI

Unscored
$15,489155,067 mi

Comparison: 27 similar vehicles

Johnson Creek, WI

2019 Nissan Altima Edition ONE

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

2019 Nissan Altima Edition ONE

Johnson Creek, WI

UnscoredInsufficient · 0
$15,98998,874 mi

Johnson Creek, WI

2018 Mercedes-Benz CLA CLA250

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

2018 Mercedes-Benz CLA CLA250

Johnson Creek, WI

UnscoredInsufficient · 0
$16,48959,016 mi

Johnson Creek, WI

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Johnson Creek, WI

Unscored
$18,489141,045 mi

Comparison: 7 similar vehicles

Johnson Creek, WI

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Johnson Creek, WI

Fair PriceModerate · 24
$18,98976,095 mi

Market: $14,000 – $19,377

Comparison: 24 similar vehicles

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

Johnson Creek, WI

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

Johnson Creek, WI

Unscored
$18,989135,666 mi

Comparison: 42 similar vehicles

Johnson Creek, WI

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Johnson Creek, WI

Fair PriceModerate · 38
$19,48971,842 mi

Market: $16,900 – $21,075

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Johnson Creek, WI

2016 Subaru WRX STI

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

2016 Subaru WRX STI

Johnson Creek, WI

Unscored
$19,989103,820 mi

Comparison: 6 similar vehicles

Johnson Creek, WI

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Johnson Creek, WI

Fair PriceLimited · 18
$20,98991,690 mi

Market: $16,495 – $24,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Johnson Creek, WI

2022 Jeep Cherokee Trailhawk

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

2022 Jeep Cherokee Trailhawk

Johnson Creek, WI

Fair PriceLimited · 10
$21,48952,210 mi

Market: $18,670 – $21,912

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 305 days listed (based on current market benchmarks)

Johnson Creek, WI

2022 GMC Acadia SLE

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

2022 GMC Acadia SLE

Johnson Creek, WI

UnscoredInsufficient · 3
$21,98993,555 mi

Comparison: 3 similar vehicles

Johnson Creek, WI

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Johnson Creek, WI

Fair PriceModerate · 31
$22,48954,201 mi

Market: $18,850 – $23,709

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Johnson Creek, WI

2021 Acura TLX Advance Package

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

2021 Acura TLX Advance Package

Johnson Creek, WI

Unscored
$22,989130,697 mi

Comparison: 6 similar vehicles

Johnson Creek, WI

2021 Ford Edge SEL

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

2021 Ford Edge SEL

Johnson Creek, WI

Unscored
$22,98959,725 mi

Comparison: 9 similar vehicles

Johnson Creek, WI

2018 Audi S5 Sportback Premium Plus

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

2018 Audi S5 Sportback Premium Plus

Johnson Creek, WI

Unscored
$23,49889,990 mi

Comparison: 6 similar vehicles

Johnson Creek, WI

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Johnson Creek, WI

UnscoredInsufficient · 0
$23,98929,862 mi

Johnson Creek, WI

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Johnson Creek, WI

Unscored
$24,48972,519 mi

Comparison: 12 similar vehicles

Johnson Creek, WI

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Johnson Creek, WI

Fair PriceRobust · 52
$24,98962,510 mi

Market: $20,125 – $27,127

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Johnson Creek, WI

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Johnson Creek, WI

Unscored
$24,98933,203 mi

Comparison: 9 similar vehicles

Johnson Creek, WI

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Johnson Creek, WI

Fair PriceRobust · 63
$24,98945,674 mi

Market: $14,900 – $26,990

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Johnson Creek, WI

2022 Nissan Rogue Platinum

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

2022 Nissan Rogue Platinum

Johnson Creek, WI

Unscored
$24,98940,124 mi

Comparison: 7 similar vehicles

Johnson Creek, WI

2021 Tesla Model 3 Standard Range

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

2021 Tesla Model 3 Standard Range

Johnson Creek, WI

UnscoredInsufficient · 0
$24,98943,025 mi

Johnson Creek, WI

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Johnson Creek, WI

UnscoredInsufficient · 0
$24,98926,669 mi

Johnson Creek, WI

2020 Jeep Gladiator Rubicon

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

2020 Jeep Gladiator Rubicon

Johnson Creek, WI

Fair PriceModerate · 23
$26,01189,029 mi

Market: $24,849 – $34,194

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Johnson Creek, WI

2024 Honda Accord EX

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

2024 Honda Accord EX

Johnson Creek, WI

Fair PriceModerate · 33
$26,48914,424 mi

Market: $23,627 – $28,998

Comparison: 33 similar vehicles

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

Johnson Creek, WI

2022 Tesla Model Y Performance

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

2022 Tesla Model Y Performance

Johnson Creek, WI

Fair PriceModerate · 23
$26,489115,440 mi

Market: $26,357 – $46,492

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Johnson Creek, WI

2021 Jeep Grand Cherokee Overland High Altitude

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

2021 Jeep Grand Cherokee Overland High Altitude

Johnson Creek, WI

UnscoredInsufficient · 0
$26,48954,012 mi

Johnson Creek, WI

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Johnson Creek, WI

Great DealLimited · 13
$26,51190,618 mi

Market: $31,407 – $31,632

Comparison: 13 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 94 days listed (based on current market benchmarks)

Johnson Creek, WI

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

Johnson Creek, WI

Fair PriceModerate · 20
$26,98997,016 mi

Market: $22,900 – $34,494

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Johnson Creek, WI

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Johnson Creek, WI

Fair PriceModerate · 47
$27,48994,295 mi

Market: $25,992 – $38,288

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Johnson Creek, WI

2022 Dodge Durango R/T

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

2022 Dodge Durango R/T

Johnson Creek, WI

Unscored
$27,489104,674 mi

Comparison: 9 similar vehicles

Johnson Creek, WI

2023 Hyundai Santa Cruz Limited

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

2023 Hyundai Santa Cruz Limited

Johnson Creek, WI

Fair PriceLimited · 14
$27,98945,912 mi

Market: $28,490 – $28,670

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 16 days listed (based on current market benchmarks)

Johnson Creek, WI

2021 Dodge Durango R/T

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

2021 Dodge Durango R/T

Johnson Creek, WI

Unscored
$28,98979,406 mi

Comparison: 5 similar vehicles

Johnson Creek, WI

2021 GMC Sierra 1500 AT4

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

2021 GMC Sierra 1500 AT4

Johnson Creek, WI

Unscored
$28,989131,203 mi

Comparison: 17 similar vehicles

Johnson Creek, WI

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Johnson Creek, WI

Unscored
$28,98947,438 mi

Comparison: 8 similar vehicles

Johnson Creek, WI

2022 Buick Enclave Avenir

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

2022 Buick Enclave Avenir

Johnson Creek, WI

Fair PriceRobust · 56
$29,48960,446 mi

Market: $22,999 – $32,985

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Johnson Creek, WI

2020 Toyota Sienna XLE

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

2020 Toyota Sienna XLE

Johnson Creek, WI

UnscoredInsufficient · 3
$29,48990,129 mi

Comparison: 3 similar vehicles

Johnson Creek, WI

2019 Tesla Model S 100D

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

2019 Tesla Model S 100D

Johnson Creek, WI

UnscoredInsufficient · 0
$29,48962,204 mi

Johnson Creek, WI

2019 Audi S5 Sportback Progressiv

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

2019 Audi S5 Sportback Progressiv

Johnson Creek, WI

UnscoredInsufficient · 0
$29,48968,996 mi

Johnson Creek, WI

2019 Jaguar F-Type Base

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

2019 Jaguar F-Type Base

Johnson Creek, WI

UnscoredInsufficient · 0
$29,98978,899 mi

Johnson Creek, WI

2024 INFINITI QX60 PURE

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

2024 INFINITI QX60 PURE

Johnson Creek, WI

UnscoredInsufficient · 4
$30,48933,797 mi

Comparison: 4 similar vehicles

Johnson Creek, WI

2022 Ford Explorer TIMBERLINE

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

2022 Ford Explorer TIMBERLINE

Johnson Creek, WI

Fair PriceModerate · 27
$30,98943,380 mi

Market: $28,912 – $34,293

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Johnson Creek, WI

2019 Audi S5 Coupe Prestige

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

2019 Audi S5 Coupe Prestige

Johnson Creek, WI

Unscored
$30,98965,406 mi

Comparison: 7 similar vehicles

Johnson Creek, WI

2024 INFINITI QX60 PURE

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

2024 INFINITI QX60 PURE

Johnson Creek, WI

UnscoredInsufficient · 0
$31,48921,970 mi

Johnson Creek, WI

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Johnson Creek, WI

Fair PriceRobust · 76
$31,98982,080 mi

Market: $28,389 – $39,019

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Johnson Creek, WI

2015 Ford F-250 Super Duty Lariat

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

2015 Ford F-250 Super Duty Lariat

Johnson Creek, WI

Unscored
$31,989140,128 mi

Comparison: 54 similar vehicles

Johnson Creek, WI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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