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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 · October 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

629 listings found

2014 Nissan LEAF S

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

2014 Nissan LEAF S

Waukegan, IL

UnscoredInsufficient · 0
$4,99974,062 mi

Waukegan, IL

2018 Nissan LEAF SV

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

2018 Nissan LEAF SV

Waukesha, WI

UnscoredInsufficient · 0
$11,79457,125 mi

Waukesha, WI

2019 Chevrolet Bolt EV LT

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

2019 Chevrolet Bolt EV LT

Lake Geneva, WI

UnscoredInsufficient · 0
$12,60082,527 mi

Lake Geneva, WI

2013 Tesla Model S

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

2013 Tesla Model S

Racine, WI

Fair PriceLimited · 14
$13,995104,374 mi

Market: $10,999 – $16,980

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Racine, WI

2015 Tesla Model S 85D

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

2015 Tesla Model S 85D

South Milwaukee, WI

UnscoredLimited · 6
$14,995110,312 mi

Comparison: 6 similar vehicles

South Milwaukee, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Lindenhurst, IL

Fair PriceModerate · 26
$15,00517,055 mi

Market: $13,697 – $17,908

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Lindenhurst, IL

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Cedarburg, WI

UnscoredLimited · 9
$15,90013,856 mi

Comparison: 9 similar vehicles

Cedarburg, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Milwaukee, WI

UnscoredLimited · 9
$15,99517,083 mi

Comparison: 9 similar vehicles

Milwaukee, WI

2017 Tesla Model S 75D

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

2017 Tesla Model S 75D

Burlington, WI

UnscoredLimited · 5
$16,149133,185 mi

Comparison: 5 similar vehicles

Burlington, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Cedarburg, WI

UnscoredLimited · 9
$16,25516,448 mi

Comparison: 9 similar vehicles

Cedarburg, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Cedarburg, WI

UnscoredLimited · 9
$16,29815,951 mi

Comparison: 9 similar vehicles

Cedarburg, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Cedarburg, WI

UnscoredLimited · 9
$16,45515,995 mi

Comparison: 9 similar vehicles

Cedarburg, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Milwaukee, WI

UnscoredLimited · 5
$16,59416,298 mi

Comparison: 5 similar vehicles

Milwaukee, WI

2022 Chevrolet Bolt EV LT

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

2022 Chevrolet Bolt EV LT

Glendale, WI

UnscoredInsufficient · 0
$16,59478,761 mi

Glendale, WI

2015 Tesla Model S 85D

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

2015 Tesla Model S 85D

Milwaukee, WI

UnscoredLimited · 6
$16,997113,207 mi

Comparison: 6 similar vehicles

Milwaukee, WI

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Gurnee, IL

UnscoredLimited · 5
$17,17670,753 mi

Comparison: 5 similar vehicles

Gurnee, IL

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Milwaukee, WI

UnscoredLimited · 11
$17,495131,890 mi

Comparison: 11 similar vehicles

Milwaukee, WI

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

South Milwaukee, WI

Fair PriceLimited · 11
$17,50060,751 mi

Market: $17,495 – $88,866

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 249 days listed (based on current market benchmarks)

South Milwaukee, WI

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

West Allis, WI

UnscoredLimited · 6
$17,93245,029 mi

Comparison: 6 similar vehicles

West Allis, WI

2023 Chevrolet Bolt EV LT

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

2023 Chevrolet Bolt EV LT

Milwaukee, WI

UnscoredInsufficient · 0
$17,99762,789 mi

Milwaukee, WI

2021 Volkswagen ID.4 1st Edition

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

2021 Volkswagen ID.4 1st Edition

Milwaukee, WI

UnscoredInsufficient · 0
$17,99876,501 mi

Milwaukee, WI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Burlington, WI

Fair PriceLimited · 19
$18,0019,379 mi

Market: $15,994 – $18,508

Comparison: 19 similar vehicles

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

Burlington, WI

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

West Allis, WI

UnscoredInsufficient · 0
$18,29456,981 mi

West Allis, WI

2022 Audi e-tron Premium

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

2022 Audi e-tron Premium

Gurnee, IL

UnscoredInsufficient · 0
$18,37693,062 mi

Gurnee, IL

2019 Tesla Model 3 Mid Range

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

2019 Tesla Model 3 Mid Range

Johnson Creek, WI

UnscoredInsufficient · 4
$18,98989,356 mi

Comparison: 4 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

Milwaukee, WI

Fair PriceLimited · 12
$18,998109,459 mi

Market: $16,495 – $24,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Milwaukee, WI

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Milwaukee, WI

Fair PriceLimited · 14
$19,10594,184 mi

Market: $17,412 – $20,404

Comparison: 14 similar vehicles

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

Milwaukee, WI

2022 Polestar 2 Base

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

2022 Polestar 2 Base

Gurnee, IL

UnscoredInsufficient · 0
$19,37645,691 mi

Gurnee, IL

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Gurnee, IL

UnscoredInsufficient · 0
$19,39552,724 mi

Gurnee, IL

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Milwaukee, WI

UnscoredLimited · 5
$19,49595,558 mi

Comparison: 5 similar vehicles

Milwaukee, WI

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Gurnee, IL

UnscoredLimited · 6
$19,77651,125 mi

Comparison: 6 similar vehicles

Gurnee, IL

2022 Polestar 2 Base

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

2022 Polestar 2 Base

Gurnee, IL

UnscoredInsufficient · 0
$19,97651,432 mi

Gurnee, IL

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Milwaukee, WI

UnscoredInsufficient · 0
$19,99531,582 mi

Milwaukee, 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

Milwaukee, WI

Fair PriceRobust · 64
$19,997108,322 mi

Market: $11,750 – $88,866

Comparison: 64 similar vehicles

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

Milwaukee, 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

Milwaukee, WI

UnscoredLimited · 14
$19,997148,314 mi

Comparison: 14 similar vehicles

Milwaukee, WI

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Lindenhurst, IL

UnscoredInsufficient · 3
$20,17740,500 mi

Comparison: 3 similar vehicles

Lindenhurst, IL

2021 Hyundai Kona EV Ultimate

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

2021 Hyundai Kona EV Ultimate

Kenosha, WI

UnscoredInsufficient · 0
$20,23933,706 mi

Kenosha, WI

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Brookfield, WI

UnscoredInsufficient · 0
$20,49428,421 mi

Brookfield, WI

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Plymouth, WI

UnscoredInsufficient · 0
$20,51731,571 mi

Plymouth, WI

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

Fox Lake, IL

UnscoredLimited · 7
$20,85645,350 mi

Comparison: 7 similar vehicles

Fox Lake, IL

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Sheboygan, WI

UnscoredInsufficient · 4
$20,99424,984 mi

Comparison: 4 similar vehicles

Sheboygan, 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

South Milwaukee, WI

Fair PriceLimited · 14
$20,995105,372 mi

Market: $19,997 – $27,231

Comparison: 14 similar vehicles

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

South Milwaukee, 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

Milwaukee, WI

Fair PriceLimited · 12
$20,99668,559 mi

Market: $16,495 – $24,998

Comparison: 12 similar vehicles

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

Milwaukee, WI

No Photo

2018 Tesla Model 3 Long Range

Milwaukee, WI

Fair PriceLimited · 12
$20,99779,583 mi

Market: $14,775 – $23,087

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Milwaukee, WI

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Milwaukee, WI

UnscoredLimited · 16
$20,998121,809 mi

Comparison: 16 similar vehicles

Milwaukee, WI

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Milwaukee, WI

Fair PriceLimited · 12
$20,99860,877 mi

Market: $14,775 – $23,087

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Milwaukee, WI

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Glendale, WI

UnscoredLimited · 8
$21,21525,809 mi

Comparison: 8 similar vehicles

Glendale, 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

Sturtevant, WI

Fair PriceModerate · 21
$21,29478,046 mi

Market: $19,997 – $27,231

Comparison: 21 similar vehicles

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

Sturtevant, 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

Lake Villa, IL

UnscoredLimited · 6
$21,37848,992 mi

Comparison: 6 similar vehicles

Lake Villa, IL

2022 Chevrolet Bolt EUV LT

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

2022 Chevrolet Bolt EUV LT

Watertown, WI

UnscoredInsufficient · 0
$21,47028,607 mi

Watertown, WI

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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