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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 14, 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

944 listings found

2016 Nissan LEAF SV

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

2016 Nissan LEAF SV

Nanuet, NY

UnscoredInsufficient · 0
$6,88831,617 mi

Nanuet, NY

2014 BMW i3 Base

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

2014 BMW i3 Base

New Hampton, NY

UnscoredInsufficient · 0
$6,99581,577 mi

New Hampton, NY

2019 Hyundai Kona EV SEL

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

2019 Hyundai Kona EV SEL

Elmsford, NY

UnscoredInsufficient · 0
$10,99875,925 mi

Elmsford, NY

2019 Chevrolet Bolt EV Premier

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

2019 Chevrolet Bolt EV Premier

Wappingers Falls, NY

UnscoredInsufficient · 3
$12,469104,807 mi

Comparison: 3 similar vehicles

Wappingers Falls, NY

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Watertown, CT

UnscoredInsufficient · 0
$14,0009,383 mi

Watertown, CT

No Photo

2024 Honda Prologue EX

Ramsey, NJ

UnscoredInsufficient · 0
$14,29492,701 mi

Ramsey, NJ

2019 Hyundai Ioniq Limited

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

2019 Hyundai Ioniq Limited

Fort Montgomery, NY

UnscoredInsufficient · 0
$14,39540,173 mi

Fort Montgomery, NY

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

Pawling, NY

Unscored
$15,17877,925 mi

Comparison: 5 similar vehicles

Pawling, NY

2023 Hyundai Kona EV SEL

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

2023 Hyundai Kona EV SEL

Danbury, CT

UnscoredInsufficient · 0
$17,90840,680 mi

Danbury, CT

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

Poughkeepsie, NY

Fair PriceModerate · 39
$17,99598,000 mi

Market: $10,500 – $24,900

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Poughkeepsie, NY

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

Fort Montgomery, NY

UnscoredInsufficient · 4
$18,99592,513 mi

Comparison: 4 similar vehicles

Fort Montgomery, NY

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

Pawling, NY

Unscored
$19,17832,554 mi

Comparison: 6 similar vehicles

Pawling, NY

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

New Hampton, NY

UnscoredInsufficient · 4
$19,89788,007 mi

Comparison: 4 similar vehicles

New Hampton, NY

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

Danbury, CT

Fair PriceLimited · 14
$19,89929,139 mi

Market: $20,111 – $21,387

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 37 days listed (based on current market benchmarks)

Danbury, CT

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

Lake Katrine, NY

Fair PriceLimited · 12
$19,97444,995 mi

Market: $17,791 – $20,595

Comparison: 12 similar vehicles

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

Lake Katrine, NY

2024 Honda Prologue EX

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

2024 Honda Prologue EX

Wappingers Falls, NY

Great DealLimited · 17
$20,07023,325 mi

Market: $20,900 – $25,995

Comparison: 17 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 39 days listed (based on current market benchmarks)

Wappingers Falls, NY

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

White Plains, NY

Unscored
$20,17081,142 mi

Comparison: 9 similar vehicles

White Plains, NY

No Photo

2024 Honda Prologue Touring

Ramsey, NJ

Unscored
$20,99539,532 mi

Comparison: 5 similar vehicles

Ramsey, NJ

2015 Tesla Model S

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

2015 Tesla Model S

West Nyack, NY

UnscoredInsufficient · 0
$20,99541,906 mi

West Nyack, NY

2023 Hyundai Kona EV SEL

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

2023 Hyundai Kona EV SEL

Port Jervis, NY

UnscoredInsufficient · 0
$21,00014,815 mi

Port Jervis, NY

2016 Tesla Model S 90D

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

2016 Tesla Model S 90D

Ridgefield, CT

UnscoredInsufficient · 0
$21,00055,000 mi

Ridgefield, CT

2022 Audi Q4 e-tron Premium Plus

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

2022 Audi Q4 e-tron Premium Plus

Elmsford, NY

UnscoredInsufficient · 0
$21,50050,759 mi

Elmsford, NY

2023 Tesla Model 3 Long Range

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

2023 Tesla Model 3 Long Range

Ramsey, NJ

Unscored
$21,599101,713 mi

Comparison: 15 similar vehicles

Ramsey, NJ

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

Pawling, NY

Fair PriceLimited · 13
$21,67831,868 mi

Market: $21,340 – $25,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Pawling, NY

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Millbrook, NY

Fair PriceLimited · 19
$21,76924,745 mi

Market: $21,455 – $22,490

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Millbrook, NY

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Mahwah, NJ

Unscored
$21,89840,645 mi

Comparison: 5 similar vehicles

Mahwah, NJ

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Torrington, CT

Unscored
$22,22637,568 mi

Comparison: 6 similar vehicles

Torrington, CT

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Elmsford, NY

Unscored
$22,41416,792 mi

Comparison: 8 similar vehicles

Elmsford, NY

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

Elmsford, NY

Fair PriceRobust · 69
$22,47931,911 mi

Market: $19,275 – $23,490

Comparison: 69 similar vehicles

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

Elmsford, NY

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

New Hampton, NY

Unscored
$22,4993,773 mi

Comparison: 7 similar vehicles

New Hampton, NY

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Danbury, CT

UnscoredInsufficient · 3
$22,70829,619 mi

Comparison: 3 similar vehicles

Danbury, CT

2024 Honda Prologue EX

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

2024 Honda Prologue EX

Ramsey, NJ

UnscoredInsufficient · 4
$22,79430,565 mi

Comparison: 4 similar vehicles

Ramsey, NJ

2024 Honda Prologue EX

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

2024 Honda Prologue EX

Ramsey, NJ

Fair PriceModerate · 22
$22,79423,629 mi

Market: $20,070 – $25,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Ramsey, NJ

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Ramsey, NJ

Unscored
$22,79445,401 mi

Comparison: 5 similar vehicles

Ramsey, NJ

No Photo

2024 Honda Prologue Touring

Ramsey, NJ

Unscored
$22,79444,194 mi

Comparison: 5 similar vehicles

Ramsey, NJ

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Mahwah, NJ

Unscored
$22,89845,834 mi

Comparison: 5 similar vehicles

Mahwah, NJ

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

Elmsford, NY

Unscored
$22,89923,526 mi

Comparison: 7 similar vehicles

Elmsford, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Highland, NY

UnscoredInsufficient · 4
$22,90028,611 mi

Comparison: 4 similar vehicles

Highland, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Highland, NY

UnscoredInsufficient · 4
$22,90026,198 mi

Comparison: 4 similar vehicles

Highland, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Highland, NY

UnscoredInsufficient · 4
$22,90021,759 mi

Comparison: 4 similar vehicles

Highland, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Highland, NY

Fair PriceLimited · 14
$22,90019,146 mi

Market: $19,495 – $30,449

Comparison: 14 similar vehicles

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

Highland, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Highland, NY

UnscoredInsufficient · 4
$22,90026,937 mi

Comparison: 4 similar vehicles

Highland, NY

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

Elmsford, NY

Unscored
$22,93329,270 mi

Comparison: 7 similar vehicles

Elmsford, NY

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

Elmsford, NY

Fair PriceModerate · 23
$22,99237,643 mi

Market: $21,719 – $28,137

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Elmsford, NY

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Wantage, NJ

Fair PriceModerate · 27
$22,999116,900 mi

Market: $18,495 – $32,000

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Wantage, NJ

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

Blauvelt, NY

Fair PriceRobust · 56
$23,02314,721 mi

Market: $19,974 – $27,490

Comparison: 56 similar vehicles

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

Blauvelt, NY

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

Mahwah, NJ

Fair PriceLimited · 17
$23,28337,512 mi

Market: $21,340 – $25,990

Comparison: 17 similar vehicles

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

Mahwah, NJ

2024 Honda Prologue EX

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

2024 Honda Prologue EX

Wappingers Falls, NY

Fair PriceLimited · 17
$23,46420,208 mi

Market: $20,070 – $25,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Wappingers Falls, NY

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Highland, NY

Fair PriceLimited · 14
$23,50018,330 mi

Market: $19,495 – $30,449

Comparison: 14 similar vehicles

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

Highland, NY

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Danbury, CT

Fair PriceModerate · 23
$23,60829,811 mi

Market: $22,783 – $27,495

Comparison: 23 similar vehicles

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

Danbury, CT

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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