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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 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

244 listings found

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 · 4
$6,99581,577 mi

Comparison: 4 similar vehicles

New Hampton, 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 · 0
$12,967104,807 mi

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

Pawling, NY

Great DealLimited · 14
$14,5009,383 mi

Market: $16,898 – $16,999

Comparison: 14 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Pawling, NY

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Pawling, NY

Fair PriceModerate · 24
$15,17810,965 mi

Market: $13,995 – $17,194

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Pawling, 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

UnscoredInsufficient · 3
$16,17877,925 mi

Comparison: 3 similar vehicles

Pawling, NY

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Brookfield, CT

UnscoredLimited · 6
$19,98642,884 mi

Comparison: 6 similar vehicles

Brookfield, CT

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

Brookfield, CT

UnscoredLimited · 5
$20,75458,186 mi

Comparison: 5 similar vehicles

Brookfield, CT

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

Poughkeepsie, NY

Fair PriceModerate · 21
$21,45581,142 mi

Market: $17,495 – $25,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Poughkeepsie, 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

Pawling, NY

UnscoredInsufficient · 3
$21,67831,868 mi

Comparison: 3 similar vehicles

Pawling, 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

Kingston, NY

Fair PriceRobust · 75
$21,76312,945 mi

Market: $19,995 – $23,785

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Kingston, 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

UnscoredInsufficient · 3
$21,95023,325 mi

Comparison: 3 similar vehicles

Wappingers Falls, NY

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Rhinebeck, NY

UnscoredLimited · 14
$21,96424,745 mi

Comparison: 14 similar vehicles

Rhinebeck, 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

Kingston, NY

Fair PriceModerate · 37
$22,07042,784 mi

Market: $20,998 – $24,440

Comparison: 37 similar vehicles

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

Kingston, NY

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

Fort Montgomery, NY

Fair PriceModerate · 29
$22,49563,010 mi

Market: $6,900 – $25,600

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Fort Montgomery, NY

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Millbrook, NY

UnscoredInsufficient · 4
$22,85718,072 mi

Comparison: 4 similar vehicles

Millbrook, 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 PriceModerate · 24
$22,90020,630 mi

Market: $21,799 – $30,449

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Highland, NY

2022 Ford Mustang Mach-E GT AWD

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

2022 Ford Mustang Mach-E GT AWD

Pawling, NY

Fair PriceLimited · 17
$23,17872,094 mi

Market: $22,222 – $27,392

Comparison: 17 similar vehicles

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

Pawling, 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

UnscoredInsufficient · 3
$23,33020,178 mi

Comparison: 3 similar vehicles

Wappingers Falls, 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

UnscoredLimited · 7
$23,37031,215 mi

Comparison: 7 similar vehicles

Wappingers Falls, 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

UnscoredInsufficient · 3
$23,46420,107 mi

Comparison: 3 similar vehicles

Wappingers Falls, 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

New Hampton, NY

Fair PriceLimited · 11
$23,50038,056 mi

Market: $21,678 – $24,989

Comparison: 11 similar vehicles

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

New Hampton, 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

UnscoredInsufficient · 3
$23,56020,136 mi

Comparison: 3 similar vehicles

Wappingers Falls, NY

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Brewster, NY

UnscoredInsufficient · 4
$23,96338,224 mi

Comparison: 4 similar vehicles

Brewster, 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

Pawling, NY

UnscoredInsufficient · 3
$24,17839,123 mi

Comparison: 3 similar vehicles

Pawling, 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

Pawling, NY

UnscoredInsufficient · 3
$25,17823,763 mi

Comparison: 3 similar vehicles

Pawling, 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

New Hampton, NY

Fair PriceModerate · 24
$25,40044,570 mi

Market: $20,794 – $28,485

Comparison: 24 similar vehicles

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

New Hampton, NY

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Wappingers Falls, NY

Fair PriceLimited · 18
$25,97022,040 mi

Market: $23,400 – $29,296

Comparison: 18 similar vehicles

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

Wappingers Falls, NY

2022 Ford Mustang Mach-E Premium AWD

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

2022 Ford Mustang Mach-E Premium AWD

Fort Montgomery, NY

UnscoredInsufficient · 3
$25,99526,879 mi

Comparison: 3 similar vehicles

Fort Montgomery, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Pawling, NY

Fair PriceModerate · 41
$26,210Mileage not verified

Market: $26,490 – $33,734

Comparison: 41 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 173 days listed (based on current market benchmarks)

Pawling, NY

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

Fort Montgomery, NY

UnscoredInsufficient · 0
$26,29524,801 mi

Fort Montgomery, NY

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

New Hampton, NY

Fair PriceModerate · 25
$26,30022,686 mi

Market: $25,290 – $29,500

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

New Hampton, NY

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Brookfield, CT

UnscoredLimited · 9
$26,45150,632 mi

Comparison: 9 similar vehicles

Brookfield, CT

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Brewster, NY

Fair PriceModerate · 20
$26,48518,860 mi

Market: $26,588 – $28,694

Comparison: 20 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Brewster, NY

2024 Honda Prologue Elite

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

2024 Honda Prologue Elite

Pawling, NY

Great DealLimited · 11
$26,67827,144 mi

Market: $27,925 – $38,395

Comparison: 11 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

Pawling, NY

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Pawling, NY

Great DealLimited · 10
$27,17824,291 mi

Market: $28,495 – $31,298

Comparison: 10 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Pawling, NY

2024 Polestar 2 Base

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

2024 Polestar 2 Base

Pawling, NY

UnscoredInsufficient · 0
$27,17814,940 mi

Pawling, NY

2023 Polestar 2 Performance

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

2023 Polestar 2 Performance

Pawling, NY

UnscoredInsufficient · 0
$27,17817,800 mi

Pawling, NY

2024 Chevrolet Equinox EV Launch Edition

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

2024 Chevrolet Equinox EV Launch Edition

New Hampton, NY

UnscoredLimited · 6
$27,30015,123 mi

Comparison: 6 similar vehicles

New Hampton, NY

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Middletown, NY

UnscoredInsufficient · 0
$27,39142,602 mi

Middletown, NY

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Kingston, NY

UnscoredInsufficient · 4
$27,66314,965 mi

Comparison: 4 similar vehicles

Kingston, NY

2024 Subaru Solterra Touring

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

2024 Subaru Solterra Touring

Brewster, NY

UnscoredInsufficient · 0
$27,66318,509 mi

Brewster, NY

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

New Hampton, NY

OverpricedRobust · 63
$27,70016,059 mi

Market: $25,448 – $27,285

Comparison: 63 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

New Hampton, NY

2023 Ford Mustang Mach-E Select AWD

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

2023 Ford Mustang Mach-E Select AWD

Carmel Hamlet, NY

UnscoredLimited · 7
$27,99031,761 mi

Comparison: 7 similar vehicles

Carmel Hamlet, 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

Fort Montgomery, NY

Great DealLimited · 18
$27,99528,530 mi

Market: $31,418 – $33,990

Comparison: 18 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 80 days listed (based on current market benchmarks)

Fort Montgomery, 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

New Hampton, NY

UnscoredLimited · 12
$28,00030,059 mi

Comparison: 12 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

New Hampton, NY

Fair PriceRobust · 95
$28,00029,098 mi

Market: $22,708 – $30,356

Comparison: 95 similar vehicles

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

New Hampton, NY

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

Pawling, NY

UnscoredInsufficient · 0
$28,1785,737 mi

Pawling, NY

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

Carmel Hamlet, NY

UnscoredInsufficient · 3
$28,29721,670 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Pawling, NY

Fair PriceModerate · 41
$28,585Mileage not verified

Market: $26,210 – $33,734

Comparison: 41 similar vehicles

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

Pawling, NY

2026 Chevrolet Equinox EV 1LT

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

2026 Chevrolet Equinox EV 1LT

New Hampton, NY

Great DealRobust · 54
$28,6753,077 mi

Market: $29,675 – $42,844

Comparison: 54 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 88 days listed (based on current market benchmarks)

New Hampton, NY

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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