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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 8, 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

119 listings found

No Photo

2019 BMW X3 30i

Lemont, IL

Fair PriceModerate · 42
$17,80074,227 mi

Market: $10,500 – $21,498

Comparison: 42 similar vehicles

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

Lemont, IL

2020 Jaguar F-Pace Prestige

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

2020 Jaguar F-Pace Prestige

Lemont, IL

UnscoredInsufficient · 0
$17,90067,046 mi

Lemont, IL

2020 Porsche Macan Base

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

2020 Porsche Macan Base

Lemont, IL

Unscored
$18,40095,177 mi

Comparison: 5 similar vehicles

Lemont, IL

2019 BMW 7 Series 750i

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

2019 BMW 7 Series 750i

Lemont, IL

Unscored
$18,400105,440 mi

Comparison: 8 similar vehicles

Lemont, IL

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Lemont, IL

Fair PriceModerate · 41
$18,50070,212 mi

Market: $12,500 – $20,206

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Lemont, IL

2020 Kia Telluride LX

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

2020 Kia Telluride LX

Lemont, IL

Unscored
$18,90074,980 mi

Comparison: 6 similar vehicles

Lemont, IL

2020 Audi A6 Prestige

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

2020 Audi A6 Prestige

Lemont, IL

UnscoredInsufficient · 0
$18,900110,212 mi

Lemont, IL

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Lemont, IL

UnscoredInsufficient · 0
$18,90035,305 mi

Lemont, IL

2018 Maserati Levante Base

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

2018 Maserati Levante Base

Lemont, IL

UnscoredInsufficient · 0
$18,90057,577 mi

Lemont, IL

2020 Subaru WRX Premium

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

2020 Subaru WRX Premium

Lemont, IL

UnscoredInsufficient · 3
$19,40064,316 mi

Comparison: 3 similar vehicles

Lemont, IL

2022 Alfa Romeo Stelvio Ti

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

2022 Alfa Romeo Stelvio Ti

Lemont, IL

Great DealLimited · 11
$19,50046,532 mi

Market: $21,990 – $23,300

Comparison: 11 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Lemont, IL

2023 Kia Sportage X-Pro

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

2023 Kia Sportage X-Pro

Lemont, IL

Fair PriceModerate · 35
$19,99570,587 mi

Market: $18,080 – $25,998

Comparison: 35 similar vehicles

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

Lemont, IL

2018 Mercedes-Benz GLE-Class AMG GLE43

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

2018 Mercedes-Benz GLE-Class AMG GLE43

Lemont, IL

UnscoredInsufficient · 4
$20,50088,729 mi

Comparison: 4 similar vehicles

Lemont, IL

2018 Porsche Macan Turbo

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

2018 Porsche Macan Turbo

Lemont, IL

UnscoredInsufficient · 4
$20,500104,814 mi

Comparison: 4 similar vehicles

Lemont, IL

2016 Porsche Cayenne Base

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

2016 Porsche Cayenne Base

Lemont, IL

UnscoredInsufficient · 0
$20,50053,373 mi

Lemont, IL

2016 BMW 4 Series 435i

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

2016 BMW 4 Series 435i

Lemont, IL

UnscoredInsufficient · 0
$20,90058,688 mi

Lemont, IL

2021 Jeep Wrangler Unlimited Altitude

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

2021 Jeep Wrangler Unlimited Altitude

Lemont, IL

UnscoredInsufficient · 4
$21,50071,485 mi

Comparison: 4 similar vehicles

Lemont, IL

2021 Mercedes-Benz GLA GLA250

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

2021 Mercedes-Benz GLA GLA250

Lemont, IL

UnscoredInsufficient · 4
$21,60056,388 mi

Comparison: 4 similar vehicles

Lemont, IL

2023 Volkswagen Atlas SE

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

2023 Volkswagen Atlas SE

Lemont, IL

Unscored
$21,80073,275 mi

Comparison: 6 similar vehicles

Lemont, IL

2020 Land Rover Range Rover Sport HSE

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

2020 Land Rover Range Rover Sport HSE

Lemont, IL

Great DealLimited · 14
$21,80085,354 mi

Market: $23,491 – $34,991

Comparison: 14 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Lemont, IL

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Lemont, IL

Unscored
$21,90043,470 mi

Comparison: 8 similar vehicles

Lemont, IL

2020 BMW 3 Series 330i

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

2020 BMW 3 Series 330i

Lemont, IL

Fair PriceModerate · 29
$22,50063,327 mi

Market: $16,220 – $23,598

Comparison: 29 similar vehicles

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

Lemont, IL

2020 BMW 3 Series 330i

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

2020 BMW 3 Series 330i

Lemont, IL

Fair PriceModerate · 29
$22,50064,572 mi

Market: $16,220 – $23,598

Comparison: 29 similar vehicles

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

Lemont, IL

2023 BMW X3 30i

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

2023 BMW X3 30i

Lemont, IL

Great DealLimited · 14
$22,80084,794 mi

Market: $25,867 – $34,079

Comparison: 14 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

Lemont, IL

2021 Mazda CX-5 Grand Touring

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

2021 Mazda CX-5 Grand Touring

Lemont, IL

UnscoredInsufficient · 4
$22,90042,432 mi

Comparison: 4 similar vehicles

Lemont, IL

2019 Audi S5 Sportback Prestige

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

2019 Audi S5 Sportback Prestige

Lemont, IL

Fair PriceLimited · 14
$22,900107,175 mi

Market: $21,775 – $29,490

Comparison: 14 similar vehicles

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

Lemont, IL

2014 Audi S8 Base

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

2014 Audi S8 Base

Lemont, IL

UnscoredInsufficient · 0
$22,90079,336 mi

Lemont, IL

2024 Volkswagen Atlas Cross Sport SE

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

2024 Volkswagen Atlas Cross Sport SE

Lemont, IL

UnscoredInsufficient · 0
$23,40054,935 mi

Lemont, IL

2018 Cadillac CT6 Premium Luxury

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

2018 Cadillac CT6 Premium Luxury

Lemont, IL

UnscoredInsufficient · 3
$23,50076,035 mi

Comparison: 3 similar vehicles

Lemont, IL

2013 Ford F-150 SVT Raptor

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

2013 Ford F-150 SVT Raptor

Lemont, IL

Unscored
$23,500125,604 mi

Comparison: 9 similar vehicles

Lemont, IL

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

Lemont, IL

Unscored
$23,90017,990 mi

Comparison: 5 similar vehicles

Lemont, IL

2021 BMW 2 Series M235i

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

2021 BMW 2 Series M235i

Lemont, IL

UnscoredInsufficient · 0
$23,90072,110 mi

Lemont, 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

Lemont, IL

UnscoredInsufficient · 3
$23,90047,829 mi

Comparison: 3 similar vehicles

Lemont, IL

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

Lemont, IL

UnscoredInsufficient · 3
$23,99542,283 mi

Comparison: 3 similar vehicles

Lemont, IL

2020 Audi Q8 Premium Plus

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

2020 Audi Q8 Premium Plus

Lemont, IL

Fair PriceLimited · 11
$24,80089,582 mi

Market: $25,065 – $31,888

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 103 days listed (based on current market benchmarks)

Lemont, IL

No Photo

2019 BMW X5 40i

Lemont, IL

Fair PriceRobust · 70
$24,80071,528 mi

Market: $15,995 – $31,295

Comparison: 70 similar vehicles

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

Lemont, IL

2022 Acura ILX Premium

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

2022 Acura ILX Premium

Lemont, IL

UnscoredInsufficient · 0
$25,50028,527 mi

Lemont, IL

2024 Volkswagen Atlas Cross Sport SE

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

2024 Volkswagen Atlas Cross Sport SE

Lemont, IL

UnscoredInsufficient · 3
$25,80036,216 mi

Comparison: 3 similar vehicles

Lemont, IL

2021 GENESIS GV80 Standard

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

2021 GENESIS GV80 Standard

Lemont, IL

Fair PriceLimited · 16
$25,80088,926 mi

Market: $24,473 – $32,590

Comparison: 16 similar vehicles

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

Lemont, IL

2020 Audi SQ5 Premium Plus

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

2020 Audi SQ5 Premium Plus

Lemont, IL

UnscoredInsufficient · 3
$25,80064,271 mi

Comparison: 3 similar vehicles

Lemont, IL

2024 MINI Hardtop 4 Door S

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

2024 MINI Hardtop 4 Door S

Lemont, IL

Unscored
$25,90023,153 mi

Comparison: 6 similar vehicles

Lemont, IL

2020 MINI Convertible John Cooper Works

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

2020 MINI Convertible John Cooper Works

Lemont, IL

UnscoredInsufficient · 0
$25,90024,512 mi

Lemont, IL

2022 Lincoln Aviator Grand Touring

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

2022 Lincoln Aviator Grand Touring

Lemont, IL

Unscored
$26,90089,915 mi

Comparison: 5 similar vehicles

Lemont, IL

2017 Lexus ES 350

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

2017 Lexus ES 350

Lemont, IL

UnscoredInsufficient · 0
$26,90021,613 mi

Lemont, IL

2019 Lincoln Navigator Reserve

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

2019 Lincoln Navigator Reserve

Lemont, IL

Fair PriceModerate · 24
$27,30090,097 mi

Market: $17,995 – $33,612

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Lemont, IL

2023 Audi Q5 Sportback Premium Plus

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

2023 Audi Q5 Sportback Premium Plus

Lemont, IL

UnscoredInsufficient · 4
$27,40044,659 mi

Comparison: 4 similar vehicles

Lemont, IL

2023 Ford Explorer ST

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

2023 Ford Explorer ST

Lemont, IL

Great DealLimited · 16
$27,90064,271 mi

Market: $30,444 – $38,409

Comparison: 16 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Lemont, IL

2023 Volvo S60 Ultimate

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

2023 Volvo S60 Ultimate

Lemont, IL

UnscoredInsufficient · 0
$28,50041,032 mi

Lemont, IL

2021 Mercedes-Benz GLS GLS450

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

2021 Mercedes-Benz GLS GLS450

Lemont, IL

Fair PriceLimited · 12
$28,50084,736 mi

Market: $24,999 – $33,999

Comparison: 12 similar vehicles

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

Lemont, IL

2021 Acura RDX Advance Package

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

2021 Acura RDX Advance Package

Lemont, IL

Unscored
$28,50052,863 mi

Comparison: 5 similar vehicles

Lemont, IL

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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