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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

402 listings found

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

Swanzey, NH

UnscoredInsufficient · 0
$15,90081,143 mi

Swanzey, NH

2021 Nissan Leaf S Plus

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

2021 Nissan Leaf S Plus

Hooksett, NH

UnscoredInsufficient · 0
$16,0788,062 mi

Hooksett, NH

2021 Nissan Leaf S Plus

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

2021 Nissan Leaf S Plus

Hooksett, NH

UnscoredInsufficient · 0
$16,1316,277 mi

Hooksett, NH

2021 Nissan Leaf S Plus

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

2021 Nissan Leaf S Plus

Hooksett, NH

UnscoredInsufficient · 0
$16,2294,975 mi

Hooksett, NH

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

Manchester, NH

UnscoredLimited · 7
$16,89863,301 mi

Comparison: 7 similar vehicles

Manchester, NH

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

Hooksett, NH

Salvage title
$17,29562,703 mi

Hooksett, NH

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

Tyngsborough, MA

UnscoredInsufficient · 0
$17,50024,426 mi

Tyngsborough, MA

2021 Chevrolet Bolt EV Premier

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

2021 Chevrolet Bolt EV Premier

Tyngsborough, MA

UnscoredInsufficient · 0
$17,50062,153 mi

Tyngsborough, MA

2021 Hyundai IONIQ Limited

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

2021 Hyundai IONIQ Limited

Tyngsborough, MA

UnscoredInsufficient · 0
$17,50038,338 mi

Tyngsborough, MA

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Northampton, MA

UnscoredModerate · 28
$17,98096,542 mi

Comparison: 28 similar vehicles

Northampton, MA

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

Keene, NH

UnscoredInsufficient · 0
$17,99585,217 mi

Keene, NH

2015 Tesla Model S 85D

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

2015 Tesla Model S 85D

Orange, MA

UnscoredInsufficient · 0
$18,99867,840 mi

Orange, MA

2022 Chevrolet Bolt EV 2LT

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

2022 Chevrolet Bolt EV 2LT

Northampton, MA

UnscoredInsufficient · 0
$19,97554,271 mi

Northampton, MA

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Keene, NH

UnscoredInsufficient · 0
$20,99563,740 mi

Keene, NH

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

Bennington, VT

UnscoredInsufficient · 3
$20,99951,705 mi

Comparison: 3 similar vehicles

Bennington, VT

2023 Ford Mustang Mach-E Select RWD

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

2023 Ford Mustang Mach-E Select RWD

Clinton, MA

UnscoredInsufficient · 0
$21,489121,430 mi

Clinton, MA

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

Springfield, VT

UnscoredInsufficient · 0
$21,57425,987 mi

Springfield, VT

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

Swanzey, NH

UnscoredInsufficient · 0
$21,59447,837 mi

Swanzey, NH

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

Northampton, MA

UnscoredLimited · 6
$21,76312,945 mi

Comparison: 6 similar vehicles

Northampton, MA

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Brattleboro, VT

UnscoredLimited · 6
$21,87539,386 mi

Comparison: 6 similar vehicles

Brattleboro, VT

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

Springfield, VT

UnscoredInsufficient · 0
$21,97458,960 mi

Springfield, VT

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

Tyngsborough, MA

UnscoredLimited · 15
$21,98061,567 mi

Comparison: 15 similar vehicles

Tyngsborough, MA

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Northampton, MA

UnscoredInsufficient · 0
$22,07834,354 mi

Northampton, MA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Bennington, VT

Fair PriceModerate · 27
$22,29919,743 mi

Market: $20,499 – $23,977

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Bennington, VT

2023 Fisker Ocean One

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

2023 Fisker Ocean One

Clinton, MA

UnscoredInsufficient · 0
$22,90015,135 mi

Clinton, MA

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Northampton, MA

Fair PriceLimited · 19
$23,13840,951 mi

Market: $21,995 – $24,291

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Northampton, MA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Bennington, VT

UnscoredInsufficient · 0
$23,4994,749 mi

Bennington, VT

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Clinton, MA

UnscoredInsufficient · 0
$23,50055,138 mi

Clinton, MA

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

Tyngsborough, MA

UnscoredInsufficient · 0
$23,50061,717 mi

Tyngsborough, MA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Northampton, MA

Fair PriceModerate · 26
$23,50510,404 mi

Market: $20,499 – $23,977

Comparison: 26 similar vehicles

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

Northampton, MA

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Lancaster, MA

Fair PriceModerate · 26
$23,56022,747 mi

Market: $23,592 – $26,644

Comparison: 26 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 43 days listed (based on current market benchmarks)

Lancaster, MA

2025 Hyundai Kona EV SEL

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

2025 Hyundai Kona EV SEL

Springfield, VT

UnscoredInsufficient · 0
$23,57422,105 mi

Springfield, VT

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

Northampton, MA

UnscoredLimited · 9
$23,78510,074 mi

Comparison: 9 similar vehicles

Northampton, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Clinton, MA

Fair PriceLimited · 14
$23,79929,536 mi

Market: $23,850 – $26,494

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Clinton, MA

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

Nashua, NH

UnscoredInsufficient · 0
$23,90012,143 mi

Nashua, NH

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

Adams, MA

Fair PriceLimited · 13
$23,95444,576 mi

Market: $20,998 – $26,990

Comparison: 13 similar vehicles

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

Adams, MA

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

Swanzey, NH

UnscoredInsufficient · 0
$23,99588,044 mi

Swanzey, NH

2022 Ford Mustang Mach-E Select AWD

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

2022 Ford Mustang Mach-E Select AWD

Townsend, MA

UnscoredLimited · 6
$24,24440,496 mi

Comparison: 6 similar vehicles

Townsend, MA

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

Concord, NH

UnscoredInsufficient · 3
$24,34952,630 mi

Comparison: 3 similar vehicles

Concord, NH

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

Bennington, VT

UnscoredInsufficient · 0
$24,38720,969 mi

Bennington, VT

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

Merrimack, NH

UnscoredLimited · 8
$24,45139,401 mi

Comparison: 8 similar vehicles

Merrimack, NH

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

Lebanon, NH

Fair PriceLimited · 14
$24,68543,365 mi

Market: $20,998 – $26,678

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Lebanon, NH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Lancaster, MA

Fair PriceLimited · 10
$24,69749,559 mi

Market: $22,000 – $26,296

Comparison: 10 similar vehicles

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

Lancaster, MA

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Keene, NH

Fair PriceModerate · 43
$25,49839,392 mi

Market: $21,990 – $28,370

Comparison: 43 similar vehicles

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

Keene, NH

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

Northampton, MA

Fair PriceRobust · 138
$25,54226,961 mi

Market: $22,395 – $27,824

Comparison: 138 similar vehicles

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

Northampton, MA

2024 Chevrolet Blazer EV RS

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

2024 Chevrolet Blazer EV RS

Springfield, VT

Fair PriceRobust · 56
$25,57425,875 mi

Market: $24,997 – $27,889

Comparison: 56 similar vehicles

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

Springfield, VT

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

Lebanon, NH

Fair PriceModerate · 48
$25,89130,335 mi

Market: $21,750 – $27,340

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Lebanon, NH

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

Northampton, MA

Fair PriceRobust · 166
$25,98234,034 mi

Market: $21,750 – $27,340

Comparison: 166 similar vehicles

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

Northampton, MA

2024 Nissan ARIYA Engage+

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

2024 Nissan ARIYA Engage+

Northampton, MA

Fair PriceModerate · 29
$25,99514,916 mi

Market: $23,375 – $27,900

Comparison: 29 similar vehicles

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

Northampton, MA

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Leominster, MA

Fair PriceLimited · 13
$26,47916,784 mi

Market: $23,295 – $26,817

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Leominster, MA

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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