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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

1,321 listings found

2014 Nissan LEAF SL

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

2014 Nissan LEAF SL

Toledo, OH

UnscoredInsufficient · 0
$6,24857,675 mi

Toledo, OH

2014 BMW i3 Base

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

2014 BMW i3 Base

Redford Charter Township, MI

UnscoredInsufficient · 0
$7,06441,185 mi

Redford Charter Township, MI

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Perrysburg, OH

UnscoredInsufficient · 0
$7,43758,680 mi

Perrysburg, OH

2018 Nissan LEAF SL

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

2018 Nissan LEAF SL

Jackson, MI

UnscoredInsufficient · 0
$10,900115,651 mi

Jackson, MI

2018 Nissan LEAF SV

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

2018 Nissan LEAF SV

Detroit, MI

UnscoredInsufficient · 0
$11,85536,851 mi

Detroit, MI

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Maumee, OH

UnscoredInsufficient · 0
$13,39641,887 mi

Maumee, OH

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

Woodhaven, MI

Unscored
$13,999107,930 mi

Comparison: 10 similar vehicles

Woodhaven, MI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Maumee, OH

Fair PriceModerate · 36
$14,89818,772 mi

Market: $12,998 – $30,471

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Maumee, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Redford Charter Township, MI

UnscoredInsufficient · 0
$14,995147,587 mi

Redford Charter Township, MI

2014 Tesla Model S

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

2014 Tesla Model S

Walled Lake, MI

UnscoredInsufficient · 0
$14,99593,015 mi

Walled Lake, MI

2017 Tesla Model 3 Base

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

2017 Tesla Model 3 Base

Wayne, MI

UnscoredInsufficient · 0
$15,275125,566 mi

Wayne, MI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Maumee, OH

Fair PriceModerate · 36
$15,29818,411 mi

Market: $12,998 – $30,471

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Maumee, OH

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Monroe, MI

UnscoredInsufficient · 0
$15,39911,731 mi

Monroe, MI

2015 Tesla Model S P85D

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

2015 Tesla Model S P85D

Waterville, OH

UnscoredInsufficient · 0
$15,89895,205 mi

Waterville, OH

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Jackson, MI

Fair PriceRobust · 52
$15,90015,350 mi

Market: $12,998 – $30,471

Comparison: 52 similar vehicles

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

Jackson, MI

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

Maumee, OH

Unscored
$16,89896,033 mi

Comparison: 10 similar vehicles

Maumee, OH

2016 Tesla Model S 75

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

2016 Tesla Model S 75

Detroit, MI

UnscoredInsufficient · 0
$16,99580,454 mi

Detroit, MI

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

Dearborn, MI

Unscored
$16,999121,310 mi

Comparison: 9 similar vehicles

Dearborn, MI

2016 Tesla Model X 90D

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

2016 Tesla Model X 90D

Toledo, OH

Unscored
$17,000139,618 mi

Comparison: 5 similar vehicles

Toledo, OH

2021 Volkswagen ID.4 PRO

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

2021 Volkswagen ID.4 PRO

Maumee, OH

UnscoredInsufficient · 0
$17,39659,010 mi

Maumee, OH

2016 Tesla Model X P90D

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

2016 Tesla Model X P90D

Wayne, MI

UnscoredInsufficient · 0
$17,500149,929 mi

Wayne, MI

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

Maumee, OH

UnscoredInsufficient · 0
$17,64830,218 mi

Maumee, OH

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

Wayne, MI

Unscored
$17,775126,063 mi

Comparison: 29 similar vehicles

Wayne, MI

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

Detroit, MI

UnscoredInsufficient · 0
$17,77632,613 mi

Detroit, MI

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

Detroit, MI

Unscored
$17,89591,145 mi

Comparison: 5 similar vehicles

Detroit, MI

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Jackson, MI

Fair PriceLimited · 15
$17,9008,013 mi

Market: $14,995 – $30,471

Comparison: 15 similar vehicles

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

Jackson, MI

2016 Tesla Model X 75D

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

2016 Tesla Model X 75D

Redford Township, MI

Unscored
$18,279139,617 mi

Comparison: 5 similar vehicles

Redford Township, MI

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

Detroit, MI

UnscoredInsufficient · 3
$18,37825,074 mi

Comparison: 3 similar vehicles

Detroit, MI

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

New Hudson, MI

UnscoredInsufficient · 0
$18,44320,930 mi

New Hudson, MI

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

Perrysburg, OH

Fair PriceLimited · 13
$18,75756,377 mi

Market: $17,447 – $21,387

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Perrysburg, OH

2016 Tesla Model X 75D

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

2016 Tesla Model X 75D

Wayne, MI

Unscored
$18,775106,076 mi

Comparison: 5 similar vehicles

Wayne, MI

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

Maumee, OH

Fair PriceLimited · 11
$18,89812,021 mi

Market: $16,998 – $20,010

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Maumee, OH

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

Maumee, OH

Fair PriceLimited · 11
$18,89816,425 mi

Market: $16,998 – $20,010

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Maumee, OH

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Jackson, MI

UnscoredInsufficient · 0
$18,95010,553 mi

Jackson, MI

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

Detroit, MI

UnscoredInsufficient · 0
$18,98437,791 mi

Detroit, MI

2023 Mazda MX-30 Premium Plus Package

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

2023 Mazda MX-30 Premium Plus Package

Ann Arbor, MI

UnscoredInsufficient · 0
$18,99133,855 mi

Ann Arbor, MI

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Redford, MI

UnscoredInsufficient · 0
$18,99583,125 mi

Redford, MI

2016 Tesla Model X 75D

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

2016 Tesla Model X 75D

Brownstown Township, MI

UnscoredInsufficient · 3
$19,151112,705 mi

Comparison: 3 similar vehicles

Brownstown Township, MI

2023 Hyundai IONIQ 6 Limited

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

2023 Hyundai IONIQ 6 Limited

Wayne, MI

UnscoredInsufficient · 0
$19,180109,435 mi

Wayne, MI

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

Wayne, MI

Unscored
$19,27591,283 mi

Comparison: 6 similar vehicles

Wayne, MI

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

Wayne, MI

Unscored
$19,27591,457 mi

Comparison: 6 similar vehicles

Wayne, MI

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

Detroit, MI

UnscoredInsufficient · 0
$19,31430,461 mi

Detroit, MI

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

Toledo, OH

Fair PriceLimited · 14
$19,39040,130 mi

Market: $19,309 – $19,990

Comparison: 14 similar vehicles

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

Toledo, OH

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Maumee, OH

Fair PriceModerate · 33
$19,39633,600 mi

Market: $17,580 – $22,392

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Maumee, OH

2016 Tesla Model X 75D

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

2016 Tesla Model X 75D

Detroit, MI

Unscored
$19,495122,563 mi

Comparison: 5 similar vehicles

Detroit, MI

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

Wayne, MI

Fair PriceModerate · 31
$19,77586,627 mi

Market: $17,995 – $23,163

Comparison: 31 similar vehicles

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

Wayne, MI

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

Redford Charter Township, MI

UnscoredInsufficient · 0
$19,99582,729 mi

Redford Charter Township, MI

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Detroit, MI

Fair PriceLimited · 18
$20,00025,481 mi

Market: $18,680 – $22,392

Comparison: 18 similar vehicles

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

Detroit, MI

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Maumee, OH

Unscored
$20,29820,173 mi

Comparison: 7 similar vehicles

Maumee, OH

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

Detroit, MI

UnscoredInsufficient · 4
$20,58011,400 mi

Comparison: 4 similar vehicles

Detroit, MI

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 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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