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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 13, 2026

7.2M+

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

79 listings found

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Johnstown, NY

Unscored
$14,57544,944 mi

Comparison: 6 similar vehicles

Johnstown, NY

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

Yorkville, NY

UnscoredInsufficient · 0
$17,77487,960 mi

Yorkville, NY

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

Oneida, NY

UnscoredInsufficient · 0
$18,68257,867 mi

Oneida, NY

2023 Hyundai Kona EV SE

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

2023 Hyundai Kona EV SE

Johnstown, NY

UnscoredInsufficient · 0
$18,87535,374 mi

Johnstown, 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

Johnstown, NY

Fair PriceLimited · 12
$19,47546,982 mi

Market: $18,012 – $20,595

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Johnstown, 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

New York Mills, NY

Fair PriceLimited · 15
$20,57438,500 mi

Market: $20,425 – $24,600

Comparison: 15 similar vehicles

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

New York Mills, NY

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

Norwich, NY

Fair PriceRobust · 112
$20,77515,971 mi

Market: $17,090 – $22,490

Comparison: 112 similar vehicles

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

Norwich, 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

Rome, NY

Unscored
$21,34037,399 mi

Comparison: 8 similar vehicles

Rome, NY

2021 Audi e-tron Premium

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

2021 Audi e-tron Premium

Utica, NY

UnscoredInsufficient · 3
$23,99246,616 mi

Comparison: 3 similar vehicles

Utica, 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

Rome, NY

Fair PriceRobust · 71
$25,50093,848 mi

Market: $16,900 – $32,400

Comparison: 71 similar vehicles

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

Rome, NY

2018 Tesla Model S 75D

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

2018 Tesla Model S 75D

Amsterdam, NY

UnscoredInsufficient · 0
$27,17524,381 mi

Amsterdam, NY

2023 Volvo C40 Plus

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

2023 Volvo C40 Plus

Utica, NY

UnscoredInsufficient · 0
$27,95220,504 mi

Utica, NY

2023 Volvo XC40 Core

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

2023 Volvo XC40 Core

Utica, NY

Unscored
$27,95222,155 mi

Comparison: 6 similar vehicles

Utica, NY

2023 Volvo C40 Plus

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

2023 Volvo C40 Plus

Utica, NY

UnscoredInsufficient · 0
$28,75218,535 mi

Utica, NY

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Utica, NY

Fair PriceModerate · 23
$28,75223,345 mi

Market: $27,050 – $30,647

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Utica, NY

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Utica, NY

Fair PriceModerate · 23
$29,75221,778 mi

Market: $27,050 – $30,647

Comparison: 23 similar vehicles

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

Utica, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Oneonta, NY

Fair PriceRobust · 674
$30,246Mileage not verified

Market: $24,318 – $36,641

Comparison: 674 similar vehicles

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

Oneonta, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Yorkville, NY

Fair PriceLimited · 11
$30,421Mileage not verified

Market: $29,426 – $35,990

Comparison: 11 similar vehicles

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

Yorkville, NY

2023 Tesla Model Y Long Range

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

2023 Tesla Model Y Long Range

Yorkville, NY

Fair PriceRobust · 50
$30,99572,910 mi

Market: $21,974 – $38,900

Comparison: 50 similar vehicles

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

Yorkville, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Yorkville, NY

Fair PriceLimited · 11
$31,358Mileage not verified

Market: $29,426 – $35,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Yorkville, 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

Rome, NY

Unscored
$32,49522,875 mi

Comparison: 5 similar vehicles

Rome, NY

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Herkimer, NY

Fair PriceRobust · 353
$33,251Mileage not verified

Market: $28,839 – $41,042

Comparison: 353 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Herkimer, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Rome, NY

OverpricedLimited · 11
$35,990Mileage not verified

Market: $29,426 – $31,591

Comparison: 11 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Rome, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Yorkville, NY

Fair PriceModerate · 24
$37,582Mileage not verified

Market: $37,986 – $44,257

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Yorkville, NY

2025 Ford Mustang Mach-E Premium AWD

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

2025 Ford Mustang Mach-E Premium AWD

Yorkville, NY

Fair PriceModerate · 38
$37,99515,452 mi

Market: $35,311 – $40,485

Comparison: 38 similar vehicles

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

Yorkville, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Oneonta, NY

Fair PriceRobust · 157
$39,080Mileage not verified

Market: $33,190 – $44,856

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Oneonta, NY

2024 Kia EV9 Wind

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

2024 Kia EV9 Wind

Yorkville, NY

Fair PriceLimited · 17
$40,17226,320 mi

Market: $37,974 – $41,150

Comparison: 17 similar vehicles

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

Yorkville, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Yorkville, NY

Fair PriceModerate · 24
$40,582Mileage not verified

Market: $37,582 – $44,257

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Yorkville, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Oneida, NY

Fair PriceRobust · 120
$41,234Mileage not verified

Market: $37,921 – $45,401

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Oneida, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Oneida, NY

Fair PriceRobust · 120
$41,460Mileage not verified

Market: $37,921 – $45,401

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Oneida, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Oneida, NY

Fair PriceModerate · 23
$42,130Mileage not verified

Market: $37,582 – $44,257

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Oneida, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Oneonta, NY

Fair PriceRobust · 451
$42,554Mileage not verified

Market: $36,014 – $45,900

Comparison: 451 similar vehicles

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

Oneonta, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Oneonta, NY

Fair PriceRobust · 107
$42,8691,500 mi

Market: $27,658 – $42,869

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Oneonta, NY

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Oneonta, NY

Fair PriceRobust · 107
$42,8692,358 mi

Market: $27,658 – $42,869

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Oneonta, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Yorkville, NY

Fair PriceModerate · 24
$43,167Mileage not verified

Market: $37,582 – $44,257

Comparison: 24 similar vehicles

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

Yorkville, NY

2027 Hyundai IONIQ 5 SE

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

2027 Hyundai IONIQ 5 SE

New York Mills, NY

Fair PriceRobust · 75
$43,315Mileage not verified

Market: $37,720 – $44,683

Comparison: 75 similar vehicles

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

New York Mills, NY

2027 Hyundai IONIQ 5 SE

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

2027 Hyundai IONIQ 5 SE

New York Mills, NY

Unscored
$43,315Mileage not verified

Comparison: 5 similar vehicles

New York Mills, NY

2027 Hyundai IONIQ 5 SE

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

2027 Hyundai IONIQ 5 SE

New York Mills, NY

Fair PriceRobust · 75
$43,315Mileage not verified

Market: $37,720 – $44,683

Comparison: 75 similar vehicles

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

New York Mills, NY

2022 Rivian R1T Adventure

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

2022 Rivian R1T Adventure

Amsterdam, NY

UnscoredInsufficient · 4
$43,37573,863 mi

Comparison: 4 similar vehicles

Amsterdam, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Oneonta, NY

Fair PriceRobust · 451
$43,554Mileage not verified

Market: $36,014 – $45,900

Comparison: 451 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Oneonta, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Yorkville, NY

Fair PriceModerate · 24
$43,889Mileage not verified

Market: $37,582 – $44,257

Comparison: 24 similar vehicles

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

Yorkville, NY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Yorkville, NY

OverpricedModerate · 24
$44,257Mileage not verified

Market: $37,582 – $43,889

Comparison: 24 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Yorkville, NY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Oneida, NY

Great DealLimited · 12
$45,278Mileage not verified

Market: $47,395 – $47,839

Comparison: 12 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 212 days listed (based on current market benchmarks)

Oneida, NY

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

New York Mills, NY

Unscored
$46,210Mileage not verified

Comparison: 7 similar vehicles

New York Mills, NY

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

New York Mills, NY

Unscored
$46,275Mileage not verified

Comparison: 7 similar vehicles

New York Mills, NY

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

New York Mills, NY

Unscored
$46,415Mileage not verified

Comparison: 7 similar vehicles

New York Mills, NY

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

New York Mills, NY

Unscored
$46,415Mileage not verified

Comparison: 7 similar vehicles

New York Mills, NY

2027 Chevrolet Equinox EV 2LT

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

2027 Chevrolet Equinox EV 2LT

Yorkville, NY

UnscoredInsufficient · 0
$46,568Mileage not verified

Yorkville, NY

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

New York Mills, NY

Unscored
$46,915Mileage not verified

Comparison: 7 similar vehicles

New York Mills, NY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Oneonta, NY

Fair PriceRobust · 223
$47,060Mileage not verified

Market: $43,746 – $50,948

Comparison: 223 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Oneonta, NY

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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