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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 10, 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

214 listings found

2009 Nissan Altima

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

2009 Nissan Altima

Lake Villa, IL

UnscoredInsufficient · 0
$5,272139,515 mi

Lake Villa, IL

2014 Jeep Wrangler Unlimited Rubicon

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

2014 Jeep Wrangler Unlimited Rubicon

Lake Villa, IL

Unscored
$10,272218,768 mi

Comparison: 5 similar vehicles

Lake Villa, IL

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Lake Villa, IL

Unscored
$10,377161,203 mi

Comparison: 8 similar vehicles

Lake Villa, IL

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Lake Villa, IL

Unscored
$11,377128,417 mi

Comparison: 12 similar vehicles

Lake Villa, IL

2001 Volkswagen Eurovan MV

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

2001 Volkswagen Eurovan MV

Lake Villa, IL

UnscoredInsufficient · 0
$12,272101,866 mi

Lake Villa, IL

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Lake Villa, IL

Unscored
$13,200131,596 mi

Comparison: 18 similar vehicles

Lake Villa, IL

2019 Volkswagen Jetta R-Line

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

2019 Volkswagen Jetta R-Line

Lake Villa, IL

Unscored
$14,27298,120 mi

Comparison: 9 similar vehicles

Lake Villa, IL

2017 MINI Cooper Base

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

2017 MINI Cooper Base

Lake Villa, IL

UnscoredInsufficient · 3
$14,74075,204 mi

Comparison: 3 similar vehicles

Lake Villa, IL

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Lake Villa, IL

Fair PriceModerate · 44
$15,272108,801 mi

Market: $10,200 – $18,995

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Lake Villa, IL

2015 Land Rover Range Rover Sport Autobiography

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

2015 Land Rover Range Rover Sport Autobiography

Lake Villa, IL

UnscoredInsufficient · 0
$15,272106,203 mi

Lake Villa, IL

2015 Porsche Macan S

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

2015 Porsche Macan S

Lake Villa, IL

Unscored
$15,27295,391 mi

Comparison: 8 similar vehicles

Lake Villa, IL

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

Lake Villa, IL

Fair PriceModerate · 43
$15,37794,192 mi

Market: $9,367 – $20,998

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Lake Villa, IL

2017 Audi Q7 Premium Plus

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

2017 Audi Q7 Premium Plus

Lake Villa, IL

Fair PriceModerate · 24
$15,37786,432 mi

Market: $9,436 – $20,995

Comparison: 24 similar vehicles

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

Lake Villa, IL

2023 Kia Soul GT-Line

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

2023 Kia Soul GT-Line

Lake Villa, IL

Unscored
$15,72793,572 mi

Comparison: 8 similar vehicles

Lake Villa, IL

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Lake Villa, IL

Fair PriceLimited · 10
$16,272109,089 mi

Market: $15,499 – $21,123

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Lake Villa, IL

2018 Nissan Armada SL

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

2018 Nissan Armada SL

Lake Villa, IL

Unscored
$16,27284,404 mi

Comparison: 5 similar vehicles

Lake Villa, IL

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Lake Villa, IL

Fair PriceModerate · 29
$17,177103,540 mi

Market: $13,666 – $24,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Lake Villa, IL

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Lake Villa, IL

Fair PriceModerate · 43
$18,07771,057 mi

Market: $13,745 – $26,632

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Lake Villa, IL

2021 Chevrolet Trailblazer Activ

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

2021 Chevrolet Trailblazer Activ

Lake Villa, IL

Fair PriceModerate · 42
$18,272107,734 mi

Market: $13,999 – $20,995

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Lake Villa, IL

2023 Nissan Kicks SV

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

2023 Nissan Kicks SV

Lake Villa, IL

UnscoredInsufficient · 3
$18,37732,489 mi

Comparison: 3 similar vehicles

Lake Villa, IL

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Lake Villa, IL

Fair PriceLimited · 19
$18,82870,963 mi

Market: $12,995 – $21,000

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Lake Villa, IL

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Lake Villa, IL

Fair PriceModerate · 48
$19,27258,696 mi

Market: $14,408 – $19,886

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Lake Villa, IL

2020 GMC Acadia SLT

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

2020 GMC Acadia SLT

Lake Villa, IL

Unscored
$19,27291,644 mi

Comparison: 9 similar vehicles

Lake Villa, IL

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Lake Villa, IL

Fair PriceModerate · 20
$19,77888,450 mi

Market: $12,995 – $21,000

Comparison: 20 similar vehicles

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

Lake Villa, IL

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Lake Villa, IL

Unscored
$19,828156,890 mi

Comparison: 45 similar vehicles

Lake Villa, IL

2016 Porsche Macan S

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

2016 Porsche Macan S

Lake Villa, IL

OverpricedLimited · 13
$20,17760,307 mi

Market: $14,388 – $19,873

Comparison: 13 similar vehicles

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

Lake Villa, IL

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

Lake Villa, IL

Fair PriceLimited · 18
$20,271106,977 mi

Market: $18,975 – $22,316

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Lake Villa, IL

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Lake Villa, IL

Fair PriceModerate · 38
$20,27288,120 mi

Market: $13,121 – $24,326

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 377 days listed (based on current market benchmarks)

Lake Villa, IL

2021 Mercedes-Benz GLB Base

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

2021 Mercedes-Benz GLB Base

Lake Villa, IL

Fair PriceLimited · 11
$20,27273,079 mi

Market: $17,089 – $21,888

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 465 days listed (based on current market benchmarks)

Lake Villa, IL

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Lake Villa, IL

Fair PriceRobust · 84
$19,94070,403 mi

Market: $15,995 – $27,137

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 429 days listed (based on current market benchmarks)

Lake Villa, IL

2021 Volvo XC60 Momentum

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

2021 Volvo XC60 Momentum

Lake Villa, IL

Unscored
$20,37781,483 mi

Comparison: 6 similar vehicles

Lake Villa, IL

2019 INFINITI QX50 Luxe

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

2019 INFINITI QX50 Luxe

Lake Villa, IL

UnscoredInsufficient · 0
$20,37739,954 mi

Lake Villa, IL

2018 Mazda CX-5 Grand Touring

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

2018 Mazda CX-5 Grand Touring

Lake Villa, IL

Fair PriceLimited · 11
$20,37759,718 mi

Market: $20,899 – $21,450

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Lake Villa, IL

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Lake Villa, IL

OverpricedLimited · 13
$20,93952,121 mi

Market: $15,927 – $18,370

Comparison: 13 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Villa, IL

2021 Lincoln Nautilus Reserve

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

2021 Lincoln Nautilus Reserve

Lake Villa, IL

UnscoredInsufficient · 4
$21,07286,111 mi

Comparison: 4 similar vehicles

Lake Villa, IL

2026 Hyundai Elantra SE

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

2026 Hyundai Elantra SE

Lake Villa, IL

UnscoredInsufficient · 0
$21,27222,662 mi

Lake Villa, IL

2020 Hyundai Palisade SEL

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

2020 Hyundai Palisade SEL

Lake Villa, IL

Fair PriceModerate · 26
$21,272Mileage not verified

Market: $11,295 – $22,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Lake Villa, IL

2017 GMC Yukon SLT

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

2017 GMC Yukon SLT

Lake Villa, IL

OverpricedLimited · 10
$21,272126,309 mi

Market: $15,990 – $19,995

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Villa, IL

2017 BMW 5 Series 540i

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

2017 BMW 5 Series 540i

Lake Villa, IL

UnscoredInsufficient · 4
$22,267109,656 mi

Comparison: 4 similar vehicles

Lake Villa, IL

2019 Jeep Wrangler Unlimited Sahara

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

2019 Jeep Wrangler Unlimited Sahara

Lake Villa, IL

Fair PriceModerate · 23
$22,272113,653 mi

Market: $18,699 – $25,409

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Lake Villa, IL

2019 Mercedes-Benz GLA-Class GLA250

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

2019 Mercedes-Benz GLA-Class GLA250

Lake Villa, IL

UnscoredInsufficient · 0
$22,27223,275 mi

Lake Villa, IL

2016 Volkswagen Golf R

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

2016 Volkswagen Golf R

Lake Villa, IL

UnscoredInsufficient · 4
$22,37883,704 mi

Comparison: 4 similar vehicles

Lake Villa, IL

2023 Kia Sportage EX

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

2023 Kia Sportage EX

Lake Villa, IL

Fair PriceLimited · 16
$22,45755,432 mi

Market: $18,644 – $22,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Lake Villa, IL

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

Lake Villa, IL

UnscoredInsufficient · 3
$22,75728,501 mi

Comparison: 3 similar vehicles

Lake Villa, IL

2023 Jeep Compass (RED) Edition

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

2023 Jeep Compass (RED) Edition

Lake Villa, IL

UnscoredInsufficient · 3
$22,87825,575 mi

Comparison: 3 similar vehicles

Lake Villa, IL

2019 BMW 5 Series 530i

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

2019 BMW 5 Series 530i

Lake Villa, IL

UnscoredInsufficient · 3
$23,27257,943 mi

Comparison: 3 similar vehicles

Lake Villa, IL

2019 BMW X3 30i

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

2019 BMW X3 30i

Lake Villa, IL

UnscoredInsufficient · 0
$23,37339,852 mi

Lake Villa, IL

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

Lake Villa, IL

Fair PriceLimited · 16
$23,37848,992 mi

Market: $23,047 – $31,600

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Lake Villa, IL

2021 Ford Mustang Mach-E Premium AWD

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

2021 Ford Mustang Mach-E Premium AWD

Lake Villa, IL

UnscoredInsufficient · 0
$23,87849,097 mi

Lake Villa, IL

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Lake Villa, IL

Fair PriceModerate · 25
$24,17722,087 mi

Market: $21,860 – $32,890

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Lake Villa, IL

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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