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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 17, 2026

5.9M+

Unique vehicles analyzed

as of October 16, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

1,269 listings found

2018 Nissan LEAF SL

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

2018 Nissan LEAF SL

Burnsville, MN

UnscoredInsufficient · 0
$13,74939,792 mi

Burnsville, MN

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

Shakopee, MN

UnscoredInsufficient · 0
$14,995105,900 mi

Shakopee, MN

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Hugo, MN

Salvage title
$15,495112,014 mi

Hugo, MN

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

Shakopee, MN

UnscoredInsufficient · 3
$15,99565,850 mi

Comparison: 3 similar vehicles

Shakopee, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Burnsville, MN

Fair PriceLimited · 14
$16,34819,017 mi

Market: $16,348 – $17,348

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Burnsville, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Brooklyn Park, MN

Fair PriceLimited · 14
$16,34818,792 mi

Market: $16,348 – $17,348

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Brooklyn Park, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Burnsville, MN

Fair PriceLimited · 14
$16,64915,106 mi

Market: $16,348 – $17,348

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Burnsville, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Burnsville, MN

Fair PriceLimited · 14
$16,84919,565 mi

Market: $16,348 – $17,348

Comparison: 14 similar vehicles

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

Burnsville, MN

2022 Nissan LEAF SV Plus

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

2022 Nissan LEAF SV Plus

Eden Prairie, MN

UnscoredInsufficient · 0
$16,86433,650 mi

Eden Prairie, MN

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

Inver Grove Heights, MN

UnscoredInsufficient · 0
$16,995172,816 mi

Inver Grove Heights, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Maplewood, MN

Fair PriceLimited · 16
$16,99819,201 mi

Market: $16,348 – $17,348

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Maplewood, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Eden Prairie, MN

Fair PriceLimited · 15
$17,04716,319 mi

Market: $16,348 – $17,348

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Eden Prairie, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Minneapolis, MN

Fair PriceLimited · 15
$17,14916,169 mi

Market: $16,348 – $17,348

Comparison: 15 similar vehicles

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

Minneapolis, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Vadnais Heights, MN

UnscoredLimited · 5
$17,3458,946 mi

Comparison: 5 similar vehicles

Vadnais Heights, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

St. Louis Park, MN

Fair PriceLimited · 15
$17,34515,077 mi

Market: $16,348 – $17,348

Comparison: 15 similar vehicles

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

St. Louis Park, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Vadnais Heights, MN

UnscoredLimited · 5
$17,3459,606 mi

Comparison: 5 similar vehicles

Vadnais Heights, MN

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Minneapolis, MN

OverpricedLimited · 15
$17,34814,931 mi

Market: $16,348 – $17,345

Comparison: 15 similar vehicles

Minneapolis, MN

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Hudson, WI

UnscoredInsufficient · 0
$17,34830,659 mi

Hudson, WI

2022 Nissan LEAF SV

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

2022 Nissan LEAF SV

Burnsville, MN

UnscoredInsufficient · 0
$17,34829,423 mi

Burnsville, MN

2021 Chevrolet Bolt EV LT

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

2021 Chevrolet Bolt EV LT

Apple Valley, MN

UnscoredInsufficient · 0
$17,73055,431 mi

Apple Valley, MN

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

St. Louis Park, MN

UnscoredInsufficient · 0
$17,84575,086 mi

St. Louis Park, MN

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

Osseo, MN

UnscoredInsufficient · 0
$17,95095,647 mi

Osseo, MN

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Maplewood, MN

UnscoredInsufficient · 3
$17,99819,198 mi

Comparison: 3 similar vehicles

Maplewood, MN

2022 Mazda MX-30 Premium Plus Package

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

2022 Mazda MX-30 Premium Plus Package

Burnsville, MN

UnscoredInsufficient · 0
$18,34815,844 mi

Burnsville, MN

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Burnsville, MN

Salvage title
$18,77359,540 mi

Burnsville, MN

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

Burnsville, MN

UnscoredInsufficient · 0
$18,84979,484 mi

Burnsville, MN

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

Minneapolis, MN

UnscoredInsufficient · 0
$18,868108,043 mi

Minneapolis, MN

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

Minneapolis, MN

UnscoredLimited · 6
$18,890114,409 mi

Comparison: 6 similar vehicles

Minneapolis, MN

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Eden Prairie, MN

UnscoredInsufficient · 0
$19,23711,271 mi

Eden Prairie, MN

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

Burnsville, MN

Salvage title
$19,76333,713 mi

Burnsville, MN

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

St. Louis Park, MN

UnscoredInsufficient · 0
$19,84548,695 mi

St. Louis Park, MN

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

Monticello, MN

UnscoredInsufficient · 0
$19,90086,900 mi

Monticello, MN

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Burnsville, MN

UnscoredInsufficient · 0
$19,94918,413 mi

Burnsville, MN

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

Spring Lake Park, MN

UnscoredInsufficient · 0
$19,950103,850 mi

Spring Lake Park, MN

2021 Polestar 2 Pilot Plus

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

2021 Polestar 2 Pilot Plus

Minneapolis, MN

UnscoredInsufficient · 0
$19,99069,861 mi

Minneapolis, MN

2022 Polestar 2 Base

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

2022 Polestar 2 Base

Inver Grove Heights, MN

UnscoredInsufficient · 0
$19,99563,385 mi

Inver Grove Heights, MN

2021 Ford Mustang Mach-E Select RWD

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

2021 Ford Mustang Mach-E Select RWD

Spring Lake Park, MN

UnscoredInsufficient · 0
$20,15787,364 mi

Spring Lake Park, MN

2022 Polestar 2 Base

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

2022 Polestar 2 Base

Roseville, MN

UnscoredInsufficient · 0
$20,34528,612 mi

Roseville, MN

2022 Volkswagen ID.4 PRO

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

2022 Volkswagen ID.4 PRO

Hudson, WI

UnscoredInsufficient · 0
$20,34549,309 mi

Hudson, 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

Minneapolis, MN

UnscoredInsufficient · 0
$20,34737,732 mi

Minneapolis, MN

2025 Nissan ARIYA Engage

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

2025 Nissan ARIYA Engage

Burnsville, MN

UnscoredInsufficient · 0
$20,34829,966 mi

Burnsville, MN

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Burnsville, MN

UnscoredInsufficient · 4
$20,34813,691 mi

Comparison: 4 similar vehicles

Burnsville, MN

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Burnsville, MN

UnscoredInsufficient · 0
$20,34822,627 mi

Burnsville, MN

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

Burnsville, MN

UnscoredInsufficient · 0
$20,48072,269 mi

Burnsville, MN

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

Northfield, MN

UnscoredInsufficient · 0
$20,78135,046 mi

Northfield, MN

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Wayzata, MN

UnscoredInsufficient · 0
$20,94923,127 mi

Wayzata, MN

2023 Volkswagen ID.4 S

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

2023 Volkswagen ID.4 S

Maplewood, MN

UnscoredInsufficient · 0
$20,99039,523 mi

Maplewood, MN

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

Hudson, WI

UnscoredInsufficient · 3
$20,99550,757 mi

Comparison: 3 similar vehicles

Hudson, WI

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Eden Prairie, MN

UnscoredInsufficient · 3
$21,32919,285 mi

Comparison: 3 similar vehicles

Eden Prairie, MN

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

White Bear Lake, MN

UnscoredInsufficient · 0
$21,34034,858 mi

White Bear Lake, MN

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 manage their profile, 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, exports, and enhanced merchandising.
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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