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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

93 listings found

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Hanover, MA

UnscoredInsufficient · 3
$18,99817,209 mi

Comparison: 3 similar vehicles

Hanover, MA

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

Falmouth, MA

UnscoredModerate · 28
$19,350121,562 mi

Comparison: 28 similar vehicles

Falmouth, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 4
$19,49815,038 mi

Comparison: 4 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 3
$21,4986,300 mi

Comparison: 3 similar vehicles

Hanover, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Hanover, MA

UnscoredInsufficient · 0
$21,4987,256 mi

Hanover, MA

2022 Volvo C40 Ultimate

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

2022 Volvo C40 Ultimate

Barnstable, MA

UnscoredInsufficient · 0
$22,70045,618 mi

Barnstable, MA

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Hanover, MA

UnscoredInsufficient · 3
$24,49810,504 mi

Comparison: 3 similar vehicles

Hanover, MA

2022 Audi e-tron Premium

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

2022 Audi e-tron Premium

Barnstable, MA

UnscoredInsufficient · 0
$24,78941,091 mi

Barnstable, MA

2021 Tesla Model Y Standard Range

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

2021 Tesla Model Y Standard Range

Barnstable, MA

UnscoredInsufficient · 4
$24,99093,226 mi

Comparison: 4 similar vehicles

Barnstable, MA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Hanover, MA

UnscoredLimited · 6
$24,998Mileage not verified

Comparison: 6 similar vehicles

Hanover, MA

2025 Subaru Solterra Premium

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

2025 Subaru Solterra Premium

Hanover, MA

UnscoredInsufficient · 0
$25,4989,170 mi

Hanover, MA

2025 Subaru Solterra Premium

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

2025 Subaru Solterra Premium

Hanover, MA

UnscoredInsufficient · 0
$25,4986,346 mi

Hanover, MA

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Barnstable, MA

UnscoredLimited · 7
$25,90036,137 mi

Comparison: 7 similar vehicles

Barnstable, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Hanover, MA

UnscoredInsufficient · 4
$25,99815,469 mi

Comparison: 4 similar vehicles

Hanover, MA

2023 Audi Q4 e-tron Premium Plus

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

2023 Audi Q4 e-tron Premium Plus

Barnstable, MA

UnscoredLimited · 7
$27,16935,292 mi

Comparison: 7 similar vehicles

Barnstable, MA

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Oak Bluffs, MA

Fair PriceLimited · 16
$27,17715,559 mi

Market: $27,818 – $31,586

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 75 days listed (based on current market benchmarks)

Oak Bluffs, MA

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

Barnstable, MA

Fair PriceRobust · 97
$27,37926,539 mi

Market: $22,444 – $27,824

Comparison: 97 similar vehicles

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

Barnstable, MA

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Barnstable, MA

UnscoredLimited · 7
$27,40030,296 mi

Comparison: 7 similar vehicles

Barnstable, MA

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

Barnstable, MA

Fair PriceRobust · 56
$27,50028,161 mi

Market: $27,205 – $33,594

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Barnstable, MA

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Oak Bluffs, MA

Fair PriceLimited · 16
$27,81815,080 mi

Market: $27,177 – $31,586

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Oak Bluffs, MA

2024 Subaru Solterra Touring

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

2024 Subaru Solterra Touring

Hanover, MA

UnscoredLimited · 6
$27,9987,573 mi

Comparison: 6 similar vehicles

Hanover, MA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Bourne, MA

Fair PriceRobust · 377
$28,857Mileage not verified

Market: $24,861 – $37,027

Comparison: 377 similar vehicles

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

Bourne, MA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Bourne, MA

Fair PriceRobust · 377
$31,380Mileage not verified

Market: $24,861 – $37,027

Comparison: 377 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bourne, 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

Oak Bluffs, MA

UnscoredLimited · 8
$31,60718,465 mi

Comparison: 8 similar vehicles

Oak Bluffs, MA

2025 Ford Mustang Mach-E Select AWD

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

2025 Ford Mustang Mach-E Select AWD

Barnstable, MA

UnscoredInsufficient · 0
$31,7721,675 mi

Barnstable, 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

Oak Bluffs, MA

UnscoredLimited · 8
$31,82417,498 mi

Comparison: 8 similar vehicles

Oak Bluffs, MA

2022 Mercedes-Benz EQS PINNACLE

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

2022 Mercedes-Benz EQS PINNACLE

Pembroke, MA

UnscoredInsufficient · 0
$33,99533,410 mi

Pembroke, MA

2024 Kia EV6 GT-Line

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

2024 Kia EV6 GT-Line

Bourne, MA

UnscoredLimited · 7
$34,64716,764 mi

Comparison: 7 similar vehicles

Bourne, MA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Bourne, MA

Fair PriceRobust · 192
$35,436Mileage not verified

Market: $28,839 – $41,766

Comparison: 192 similar vehicles

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

Bourne, MA

2023 BMW i4 35

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

2023 BMW i4 35

Bourne, MA

UnscoredInsufficient · 3
$36,14812,943 mi

Comparison: 3 similar vehicles

Bourne, MA

2023 Mercedes-Benz EQS SUV Base

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

2023 Mercedes-Benz EQS SUV Base

Yarmouth, MA

UnscoredLimited · 9
$42,28332,227 mi

Comparison: 9 similar vehicles

Yarmouth, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Bourne, MA

Fair PriceLimited · 11
$42,379Mileage not verified

Market: $42,389 – $43,548

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 60 days listed (based on current market benchmarks)

Bourne, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Orleans, MA

UnscoredLimited · 9
$42,389Mileage not verified

Comparison: 9 similar vehicles

Orleans, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Kingston, MA

Fair PriceModerate · 36
$42,513Mileage not verified

Market: $40,939 – $44,846

Comparison: 36 similar vehicles

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

Kingston, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Kingston, MA

Fair PriceModerate · 36
$43,153Mileage not verified

Market: $40,939 – $44,846

Comparison: 36 similar vehicles

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

Kingston, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Kingston, MA

Fair PriceModerate · 36
$43,153Mileage not verified

Market: $40,939 – $44,846

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Kingston, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Hyannis, MA

UnscoredLimited · 9
$43,317Mileage not verified

Comparison: 9 similar vehicles

Hyannis, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Bourne, MA

Fair PriceLimited · 11
$43,349Mileage not verified

Market: $42,379 – $43,548

Comparison: 11 similar vehicles

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

Bourne, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Bourne, MA

Fair PriceLimited · 11
$43,459Mileage not verified

Market: $42,379 – $43,548

Comparison: 11 similar vehicles

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

Bourne, MA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Orleans, MA

UnscoredLimited · 9
$43,548Mileage not verified

Comparison: 9 similar vehicles

Orleans, MA

2026 Hyundai IONIQ 5 SE

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

2026 Hyundai IONIQ 5 SE

Barnstable, MA

UnscoredInsufficient · 3
$43,624Mileage not verified

Comparison: 3 similar vehicles

Barnstable, MA

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

Fairhaven, MA

Fair PriceModerate · 46
$43,784Mileage not verified

Market: $43,099 – $47,735

Comparison: 46 similar vehicles

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

Fairhaven, MA

2026 Honda Prologue EX

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

2026 Honda Prologue EX

Plymouth, MA

Fair PriceModerate · 36
$43,950Mileage not verified

Market: $36,949 – $52,049

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Plymouth, MA

2026 Honda Prologue EX

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

2026 Honda Prologue EX

Plymouth, MA

Fair PriceModerate · 36
$43,950Mileage not verified

Market: $36,949 – $52,049

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Plymouth, MA

2026 Honda Prologue EX

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

2026 Honda Prologue EX

Plymouth, MA

Fair PriceModerate · 36
$43,950Mileage not verified

Market: $36,949 – $52,049

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 331 days listed (based on current market benchmarks)

Plymouth, MA

2026 Hyundai IONIQ 5 SE

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

2026 Hyundai IONIQ 5 SE

Barnstable, MA

UnscoredInsufficient · 3
$44,359Mileage not verified

Comparison: 3 similar vehicles

Barnstable, MA

2025 Chevrolet Blazer EV LT

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

2025 Chevrolet Blazer EV LT

Bourne, MA

Fair PriceModerate · 41
$44,495Mileage not verified

Market: $40,444 – $55,060

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 397 days listed (based on current market benchmarks)

Bourne, MA

2026 Chevrolet Equinox EV RS

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

2026 Chevrolet Equinox EV RS

Bourne, MA

Fair PriceRobust · 67
$44,580Mileage not verified

Market: $32,586 – $57,040

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 361 days listed (based on current market benchmarks)

Bourne, MA

2024 BMW iX Base

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

2024 BMW iX Base

Barnstable, MA

Fair PriceRobust · 64
$44,97541,392 mi

Market: $41,675 – $49,894

Comparison: 64 similar vehicles

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

Barnstable, MA

2026 Volvo EX30 Plus

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

2026 Volvo EX30 Plus

Barnstable, MA

UnscoredLimited · 6
$45,347Mileage not verified

Comparison: 6 similar vehicles

Barnstable, 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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