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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

411 listings found

2022 Kia Soul EX

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

2022 Kia Soul EX

Onalaska, WI

UnscoredInsufficient · 0
$10,99977,315 mi

Onalaska, WI

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

Onalaska, WI

Unscored
$13,298136,131 mi

Comparison: 21 similar vehicles

Onalaska, WI

2016 BMW X4 xDrive35i

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

2016 BMW X4 xDrive35i

Onalaska, WI

UnscoredInsufficient · 0
$13,79899,392 mi

Onalaska, WI

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Onalaska, WI

Fair PriceLimited · 18
$14,22899,813 mi

Market: $12,387 – $21,953

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Onalaska, WI

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Onalaska, WI

Fair PriceModerate · 47
$15,06983,245 mi

Market: $8,665 – $16,428

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Onalaska, WI

2017 Lincoln MKZ Select

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

2017 Lincoln MKZ Select

Onalaska, WI

UnscoredInsufficient · 0
$15,99954,699 mi

Onalaska, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Onalaska, WI

Unscored
$16,09868,160 mi

Comparison: 7 similar vehicles

Onalaska, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Onalaska, WI

Fair PriceLimited · 11
$16,19883,562 mi

Market: $12,988 – $16,864

Comparison: 11 similar vehicles

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

Onalaska, WI

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Onalaska, WI

Unscored
$16,718122,009 mi

Comparison: 11 similar vehicles

Onalaska, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Onalaska, WI

OverpricedLimited · 11
$16,86465,722 mi

Market: $12,988 – $16,294

Comparison: 11 similar vehicles

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

Onalaska, WI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Onalaska, WI

Fair PriceModerate · 45
$16,87057,416 mi

Market: $16,997 – $19,340

Comparison: 45 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 9 days listed (based on current market benchmarks)

Onalaska, WI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Onalaska, WI

OverpricedLimited · 12
$16,89870,103 mi

Market: $14,487 – $16,113

Comparison: 12 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Onalaska, WI

2020 Kia Stinger GT-Line

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

2020 Kia Stinger GT-Line

Onalaska, WI

UnscoredInsufficient · 0
$17,14696,654 mi

Onalaska, WI

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Onalaska, WI

OverpricedLimited · 15
$17,297113,068 mi

Market: $14,999 – $16,899

Comparison: 15 similar vehicles

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

Onalaska, WI

2021 Chevrolet Trailblazer Activ

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

2021 Chevrolet Trailblazer Activ

Onalaska, WI

Fair PriceRobust · 52
$17,598102,102 mi

Market: $15,400 – $20,371

Comparison: 52 similar vehicles

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

Onalaska, WI

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Onalaska, WI

Fair PriceModerate · 25
$17,88784,006 mi

Market: $8,995 – $22,050

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Onalaska, WI

2019 Mazda CX-5 Touring

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

2019 Mazda CX-5 Touring

Onalaska, WI

Fair PriceModerate · 24
$18,29498,137 mi

Market: $15,250 – $21,991

Comparison: 24 similar vehicles

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

Onalaska, WI

2019 Volkswagen Golf Alltrack SEL

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

2019 Volkswagen Golf Alltrack SEL

Onalaska, WI

Unscored
$18,78769,010 mi

Comparison: 6 similar vehicles

Onalaska, WI

2023 Kia Sportage EX

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

2023 Kia Sportage EX

Onalaska, WI

Unscored
$20,14969,089 mi

Comparison: 21 similar vehicles

Onalaska, WI

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Onalaska, WI

Unscored
$20,796107,020 mi

Comparison: 6 similar vehicles

Onalaska, WI

2024 Kia Seltos SX

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

2024 Kia Seltos SX

Onalaska, WI

Unscored
$21,22360,559 mi

Comparison: 5 similar vehicles

Onalaska, WI

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Onalaska, WI

Unscored
$21,78776,311 mi

Comparison: 6 similar vehicles

Onalaska, WI

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Onalaska, WI

Fair PriceRobust · 112
$21,81360,233 mi

Market: $15,949 – $24,411

Comparison: 112 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Onalaska, WI

2024 Hyundai Tucson SE

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

2024 Hyundai Tucson SE

Onalaska, WI

Fair PriceModerate · 37
$22,20238,367 mi

Market: $21,444 – $23,925

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Onalaska, WI

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Onalaska, WI

Great DealLimited · 14
$22,2089,732 mi

Market: $24,650 – $28,382

Comparison: 14 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Onalaska, WI

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Onalaska, WI

Fair PriceModerate · 43
$22,79631,408 mi

Market: $17,997 – $24,291

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Onalaska, WI

2022 Volkswagen Atlas SE w/Tech

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

2022 Volkswagen Atlas SE w/Tech

Onalaska, WI

Fair PriceModerate · 36
$22,88768,456 mi

Market: $18,825 – $24,825

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Onalaska, WI

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

Onalaska, WI

UnscoredInsufficient · 0
$22,98730,726 mi

Onalaska, WI

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Onalaska, WI

UnscoredInsufficient · 4
$22,99999,998 mi

Comparison: 4 similar vehicles

Onalaska, WI

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

Onalaska, WI

Fair PriceModerate · 39
$22,99991,691 mi

Market: $14,550 – $26,992

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Onalaska, WI

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Onalaska, WI

UnscoredInsufficient · 4
$23,58724,666 mi

Comparison: 4 similar vehicles

Onalaska, WI

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

Onalaska, WI

Fair PriceLimited · 13
$23,68720,657 mi

Market: $20,995 – $24,495

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Onalaska, WI

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

Onalaska, WI

Fair PriceRobust · 81
$24,408Mileage not verified

Market: $22,180 – $28,430

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 315 days listed (based on current market benchmarks)

Onalaska, WI

2024 Volkswagen Tiguan SE R-LINE BLACK

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

2024 Volkswagen Tiguan SE R-LINE BLACK

Onalaska, WI

Unscored
$24,48746,677 mi

Comparison: 7 similar vehicles

Onalaska, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Onalaska, WI

Fair PriceModerate · 35
$24,729Mileage not verified

Market: $24,729 – $27,648

Comparison: 35 similar vehicles

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

Onalaska, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Onalaska, WI

Fair PriceModerate · 35
$24,729Mileage not verified

Market: $24,729 – $27,648

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Onalaska, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Onalaska, WI

Fair PriceModerate · 35
$24,729Mileage not verified

Market: $24,729 – $27,648

Comparison: 35 similar vehicles

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

Onalaska, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Onalaska, WI

Fair PriceModerate · 35
$24,829Mileage not verified

Market: $24,729 – $27,648

Comparison: 35 similar vehicles

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

Onalaska, WI

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Onalaska, WI

Unscored
$24,837Mileage not verified

Comparison: 7 similar vehicles

Onalaska, WI

2024 Kia Niro EX Touring

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

2024 Kia Niro EX Touring

Onalaska, WI

Unscored
$25,43449,929 mi

Comparison: 5 similar vehicles

Onalaska, WI

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Onalaska, WI

Unscored
$25,489Mileage not verified

Comparison: 7 similar vehicles

Onalaska, WI

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Onalaska, WI

Fair PriceModerate · 30
$25,503Mileage not verified

Market: $25,091 – $29,663

Comparison: 30 similar vehicles

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

Onalaska, WI

2026 Volkswagen Jetta Sport

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

2026 Volkswagen Jetta Sport

Onalaska, WI

Fair PriceRobust · 82
$25,510Mileage not verified

Market: $22,180 – $28,430

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 263 days listed (based on current market benchmarks)

Onalaska, WI

2024 Kia Sportage SX Prestige

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

2024 Kia Sportage SX Prestige

Onalaska, WI

UnscoredInsufficient · 0
$25,79833,728 mi

Onalaska, WI

2020 Chevrolet Silverado 1500 RST

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

2020 Chevrolet Silverado 1500 RST

Onalaska, WI

Unscored
$25,99866,409 mi

Comparison: 7 similar vehicles

Onalaska, WI

2023 Buick Envision Essence

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

2023 Buick Envision Essence

Onalaska, WI

UnscoredInsufficient · 3
$26,09849,009 mi

Comparison: 3 similar vehicles

Onalaska, WI

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Onalaska, WI

Fair PriceModerate · 30
$26,124Mileage not verified

Market: $25,091 – $29,663

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Onalaska, WI

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Onalaska, WI

Fair PriceModerate · 30
$26,291Mileage not verified

Market: $25,091 – $29,663

Comparison: 30 similar vehicles

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

Onalaska, WI

2027 Volkswagen Jetta Sport

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

2027 Volkswagen Jetta Sport

Onalaska, WI

Fair PriceRobust · 133
$26,485Mileage not verified

Market: $26,021 – $29,345

Comparison: 133 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Onalaska, WI

2024 Mazda CX-90 Turbo Preferred Plus Package

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

2024 Mazda CX-90 Turbo Preferred Plus Package

Onalaska, WI

Unscored
$26,48735,894 mi

Comparison: 31 similar vehicles

Onalaska, WI

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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