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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

45 listings found

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Falmouth, MA

UnscoredInsufficient · 0
$9,800128,000 mi

Falmouth, MA

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Barnstable, MA

Fair PriceModerate · 20
$9,99591,356 mi

Market: $4,500 – $11,999

Comparison: 20 similar vehicles

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

Barnstable, MA

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Plymouth, MA

UnscoredInsufficient · 0
$13,39979,913 mi

Plymouth, MA

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Barnstable, MA

UnscoredInsufficient · 0
$13,995148,772 mi

Barnstable, MA

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Barnstable, MA

UnscoredInsufficient · 3
$14,995111,466 mi

Comparison: 3 similar vehicles

Barnstable, MA

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Barnstable, MA

UnscoredInsufficient · 0
$15,850131,068 mi

Barnstable, MA

2018 Honda Civic LX-P

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

2018 Honda Civic LX-P

Fairhaven, MA

UnscoredInsufficient · 0
$15,99581,255 mi

Fairhaven, MA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Barnstable, MA

UnscoredInsufficient · 4
$16,990113,032 mi

Comparison: 4 similar vehicles

Barnstable, MA

2019 BMW 2 Series M240i

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

2019 BMW 2 Series M240i

Barnstable, MA

UnscoredInsufficient · 0
$23,975110,834 mi

Barnstable, MA

2022 Subaru BRZ Limited

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

2022 Subaru BRZ Limited

Bourne, MA

UnscoredInsufficient · 0
$27,64755,381 mi

Bourne, MA

2001 Porsche 911 Carrera

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

2001 Porsche 911 Carrera

Dartmouth, MA

UnscoredInsufficient · 0
$29,900Mileage not verified

Dartmouth, MA

2024 Subaru BRZ tS

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

2024 Subaru BRZ tS

Bourne, MA

UnscoredLimited · 7
$33,6478,863 mi

Comparison: 7 similar vehicles

Bourne, MA

2022 Chevrolet Camaro LT1

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

2022 Chevrolet Camaro LT1

Barnstable, MA

UnscoredInsufficient · 0
$34,35129,632 mi

Barnstable, MA

2022 INFINITI Q60 Coupe RED SPORT

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

2022 INFINITI Q60 Coupe RED SPORT

Barnstable, MA

UnscoredInsufficient · 0
$38,30038,905 mi

Barnstable, MA

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Barnstable, MA

Fair PriceModerate · 46
$40,598Mileage not verified

Market: $39,705 – $44,419

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Barnstable, MA

2023 Nissan Z Performance

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

2023 Nissan Z Performance

Bourne, MA

UnscoredLimited · 6
$40,7505,591 mi

Comparison: 6 similar vehicles

Bourne, MA

2022 BMW 4 Series M440i

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

2022 BMW 4 Series M440i

Barnstable, MA

Fair PriceLimited · 12
$43,97538,110 mi

Market: $44,599 – $48,995

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 4 days listed (based on current market benchmarks)

Barnstable, MA

2018 BMW M4 Coupe Base

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

2018 BMW M4 Coupe Base

Barnstable, MA

UnscoredLimited · 6
$43,97561,678 mi

Comparison: 6 similar vehicles

Barnstable, MA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Barnstable, MA

UnscoredLimited · 6
$44,582Mileage not verified

Comparison: 6 similar vehicles

Barnstable, MA

2015 Chevrolet Corvette Z51

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

2015 Chevrolet Corvette Z51

Barnstable, MA

UnscoredInsufficient · 0
$45,90031,600 mi

Barnstable, MA

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Bourne, MA

UnscoredInsufficient · 0
$47,6477,853 mi

Bourne, MA

2026 BMW 4 Series 430i

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

2026 BMW 4 Series 430i

Barnstable, MA

UnscoredLimited · 7
$47,9754,892 mi

Comparison: 7 similar vehicles

Barnstable, MA

2023 BMW 4 Series M440i

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

2023 BMW 4 Series M440i

Barnstable, MA

UnscoredInsufficient · 3
$47,97538,810 mi

Comparison: 3 similar vehicles

Barnstable, MA

2026 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Barnstable, MA

Fair PriceLimited · 13
$49,725Mileage not verified

Market: $48,100 – $56,279

Comparison: 13 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 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Barnstable, MA

Fair PriceRobust · 98
$55,224Mileage not verified

Market: $46,911 – $57,799

Comparison: 98 similar vehicles

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

Barnstable, MA

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

Barnstable, MA

Great DealLimited · 18
$59,550Mileage not verified

Market: $64,240 – $78,829

Comparison: 18 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Barnstable, MA

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Wareham, MA

Fair PriceModerate · 23
$59,775Mileage not verified

Market: $52,504 – $178,479

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 270 days listed (based on current market benchmarks)

Wareham, MA

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

Barnstable, MA

Fair PriceRobust · 166
$64,274Mileage not verified

Market: $59,330 – $76,870

Comparison: 166 similar vehicles

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

Barnstable, MA

2022 Chevrolet Corvette 3LT

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

2022 Chevrolet Corvette 3LT

Oak Bluffs, MA

UnscoredInsufficient · 0
$66,40017,861 mi

Oak Bluffs, MA

2027 Nissan Z NISMO

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

2027 Nissan Z NISMO

Bourne, MA

Fair PriceLimited · 13
$70,830Mileage not verified

Market: $68,960 – $72,599

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Bourne, MA

2025 Ford Mustang Dark Horse

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

2025 Ford Mustang Dark Horse

Chatham, MA

UnscoredInsufficient · 0
$71,503Mileage not verified

Chatham, MA

2023 Chevrolet Corvette 3LT

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

2023 Chevrolet Corvette 3LT

Bourne, MA

UnscoredModerate · 27
$77,8998,375 mi

Comparison: 27 similar vehicles

Bourne, MA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Bourne, MA

Fair PriceRobust · 101
$87,995Mileage not verified

Market: $83,264 – $122,409

Comparison: 101 similar vehicles

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

Bourne, MA

2023 Dodge Challenger SRT

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

2023 Dodge Challenger SRT

Bourne, MA

Fair PriceModerate · 35
$90,6472,985 mi

Market: $66,995 – $185,895

Comparison: 35 similar vehicles

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

Bourne, MA

2024 Lotus Emira First Edition

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

2024 Lotus Emira First Edition

Bourne, MA

Fair PriceLimited · 11
$92,647559 mi

Market: $87,990 – $95,500

Comparison: 11 similar vehicles

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

Bourne, MA

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Chatham, MA

Fair PriceRobust · 139
$105,270Mileage not verified

Market: $63,270 – $186,639

Comparison: 139 similar vehicles

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

Chatham, MA

2012 Audi R8 Base

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

2012 Audi R8 Base

Bourne, MA

UnscoredInsufficient · 0
$117,54911,000 mi

Bourne, MA

2016 Porsche 911 Turbo S

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

2016 Porsche 911 Turbo S

Falmouth, MA

UnscoredInsufficient · 0
$138,12841,353 mi

Falmouth, MA

2024 Porsche 911 GTS

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

2024 Porsche 911 GTS

Bourne, MA

OverpricedLimited · 19
$214,87410,500 mi

Market: $169,900 – $186,795

Comparison: 19 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Bourne, MA

2025 Porsche 911 GTS

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

2025 Porsche 911 GTS

Bourne, MA

OverpricedRobust · 97
$264,634Mileage not verified

Market: $189,900 – $224,998

Comparison: 97 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Bourne, MA

2022 Ferrari Roma Base

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

2022 Ferrari Roma Base

Bourne, MA

UnscoredLimited · 7
$265,6491,600 mi

Comparison: 7 similar vehicles

Bourne, MA

2025 Ferrari 296 Base

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

2025 Ferrari 296 Base

Bourne, MA

Fair PriceRobust · 92
$449,649770 mi

Market: $356,699 – $521,685

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Bourne, MA

2024 Porsche 911 Dakar

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

2024 Porsche 911 Dakar

Bourne, MA

UnscoredInsufficient · 0
$595,649Mileage not verified

Bourne, MA

2021 Mercedes-Benz AMG GT Coupe Black Series

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

2021 Mercedes-Benz AMG GT Coupe Black Series

Bourne, MA

UnscoredInsufficient · 0
$795,649559 mi

Bourne, MA

2019 Porsche 911 GT2 RS

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

2019 Porsche 911 GT2 RS

Bourne, MA

UnscoredInsufficient · 4
$1,495,000523 mi

Comparison: 4 similar vehicles

Bourne, 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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