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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

59 listings found

2008 Honda Civic EX

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

2008 Honda Civic EX

New Bedford, MA

UnscoredLimited · 13
$2,999247,083 mi

Comparison: 13 similar vehicles

New Bedford, MA

2012 Honda Civic LX

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

2012 Honda Civic LX

New Bedford, MA

UnscoredLimited · 13
$4,999188,125 mi

Comparison: 13 similar vehicles

New Bedford, MA

2006 Honda Civic LX

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

2006 Honda Civic LX

New Bedford, MA

UnscoredModerate · 20
$4,999165,000 mi

Comparison: 20 similar vehicles

New Bedford, MA

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

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

New Bedford, MA

UnscoredInsufficient · 4
$9,950151,434 mi

Comparison: 4 similar vehicles

New Bedford, 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 · 46 days listed (based on current market benchmarks)

Barnstable, MA

2016 Honda Civic LX

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

2016 Honda Civic LX

Wareham, MA

UnscoredLimited · 10
$9,998140,674 mi

Comparison: 10 similar vehicles

Wareham, MA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Middleborough, MA

UnscoredLimited · 9
$12,99973,800 mi

Comparison: 9 similar vehicles

Middleborough, MA

2002 Chevrolet Monte Carlo SS

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

2002 Chevrolet Monte Carlo SS

Middleborough, MA

UnscoredInsufficient · 0
$13,00066,694 mi

Middleborough, 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 · 0
$14,995111,466 mi

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

UnscoredLimited · 7
$15,850131,068 mi

Comparison: 7 similar vehicles

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

UnscoredLimited · 5
$15,99581,255 mi

Comparison: 5 similar vehicles

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

UnscoredLimited · 5
$16,990113,032 mi

Comparison: 5 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
$25,569110,834 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

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Barnstable, MA

Fair PriceRobust · 110
$33,594Mileage not verified

Market: $29,879 – $43,679

Comparison: 110 similar vehicles

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

Barnstable, 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
$34,48629,632 mi

Barnstable, MA

2023 Audi A5 Coupe Premium Plus

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

2023 Audi A5 Coupe Premium Plus

Plymouth, MA

UnscoredInsufficient · 0
$34,58917,593 mi

Plymouth, MA

2022 Chevrolet Camaro LT1

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

2022 Chevrolet Camaro LT1

Plymouth, MA

UnscoredInsufficient · 0
$36,08330,455 mi

Plymouth, 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
$39,45038,905 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 · 194 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

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

Plymouth, MA

UnscoredInsufficient · 4
$43,274Mileage not verified

Comparison: 4 similar vehicles

Plymouth, MA

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Plymouth, MA

Fair PriceLimited · 17
$44,350Mileage not verified

Market: $41,723 – $44,449

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Plymouth, 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

UnscoredInsufficient · 4
$45,56961,678 mi

Comparison: 4 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

2014 Chevrolet Corvette Z51

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

2014 Chevrolet Corvette Z51

Carver, MA

UnscoredInsufficient · 0
$47,90027,856 mi

Carver, 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
$48,56938,810 mi

Comparison: 3 similar vehicles

Barnstable, MA

2023 BMW 2 Series M240i

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

2023 BMW 2 Series M240i

Bourne, MA

UnscoredInsufficient · 0
$50,14812,600 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
$52,5754,892 mi

Comparison: 7 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 PriceRobust · 83
$55,224Mileage not verified

Market: $47,250 – $56,605

Comparison: 83 similar vehicles

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

Barnstable, MA

2024 Chevrolet Corvette 1LT

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

2024 Chevrolet Corvette 1LT

Plymouth, MA

UnscoredLimited · 5
$59,48315,181 mi

Comparison: 5 similar vehicles

Plymouth, 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 · 15
$59,550Mileage not verified

Market: $65,449 – $75,479

Comparison: 15 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 18 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 · 21
$59,775Mileage not verified

Market: $52,504 – $178,479

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 266 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 · 158
$64,274Mileage not verified

Market: $59,330 – $76,705

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 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
$64,56017,861 mi

Oak Bluffs, MA

2015 Chevrolet Corvette Z06

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

2015 Chevrolet Corvette Z06

Carver, MA

UnscoredInsufficient · 0
$69,90015,690 mi

Carver, 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

UnscoredLimited · 8
$70,830Mileage not verified

Comparison: 8 similar vehicles

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

Fair PriceModerate · 24
$77,8998,375 mi

Market: $70,497 – $89,000

Comparison: 24 similar vehicles

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

Bourne, MA

2027 BMW 4 Series M440i

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

2027 BMW 4 Series M440i

Barnstable, MA

Fair PriceRobust · 57
$82,294Mileage not verified

Market: $74,879 – $91,800

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Barnstable, 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 · 91
$87,995Mileage not verified

Market: $83,264 – $122,409

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 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 · 32
$90,6472,985 mi

Market: $69,995 – $185,895

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 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 · 128
$105,270Mileage not verified

Market: $63,270 – $186,639

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 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

2022 Ford Mustang Shelby GT500

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

2022 Ford Mustang Shelby GT500

Wareham, MA

UnscoredInsufficient · 3
$118,90015,959 mi

Comparison: 3 similar vehicles

Wareham, 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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