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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 21, 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

469 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

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Northbridge, MA

UnscoredInsufficient · 4
$3,495167,130 mi

Comparison: 4 similar vehicles

Northbridge, 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 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Attleboro, MA

UnscoredLimited · 10
$5,995174,000 mi

Comparison: 10 similar vehicles

Attleboro, MA

2014 MINI Cooper S

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

2014 MINI Cooper S

Lincoln, RI

Fair PriceLimited · 11
$6,199110,082 mi

Market: $6,450 – $12,995

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 28 days listed (based on current market benchmarks)

Lincoln, RI

2016 BMW 2 Series 228i

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

2016 BMW 2 Series 228i

Woonsocket, RI

UnscoredLimited · 15
$6,950161,537 mi

Comparison: 15 similar vehicles

Woonsocket, RI

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Milford, MA

UnscoredLimited · 5
$7,995138,152 mi

Comparison: 5 similar vehicles

Milford, MA

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

West Warwick, RI

UnscoredInsufficient · 4
$7,995108,000 mi

Comparison: 4 similar vehicles

West Warwick, RI

2012 Honda Civic LX

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

2012 Honda Civic LX

Douglas, MA

Fair PriceModerate · 25
$8,450120,000 mi

Market: $4,995 – $11,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Douglas, MA

2010 Honda Civic LX

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

2010 Honda Civic LX

Milford, MA

UnscoredLimited · 8
$8,88881,823 mi

Comparison: 8 similar vehicles

Milford, MA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Swansea, MA

Fair PriceLimited · 10
$8,89960,520 mi

Market: $5,488 – $10,388

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Swansea, MA

2014 MINI Cooper S

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

2014 MINI Cooper S

Attleboro, MA

Fair PriceLimited · 11
$8,99594,500 mi

Market: $6,199 – $12,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Attleboro, MA

2011 Audi TT Premium Plus

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

2011 Audi TT Premium Plus

Westport, MA

UnscoredInsufficient · 0
$8,995133,663 mi

Westport, MA

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

North Attleborough, MA

UnscoredInsufficient · 0
$9,50087,000 mi

North Attleborough, MA

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Attleboro, MA

UnscoredInsufficient · 4
$9,800114,500 mi

Comparison: 4 similar vehicles

Attleboro, MA

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Woonsocket, RI

UnscoredModerate · 24
$9,950144,101 mi

Comparison: 24 similar vehicles

Woonsocket, RI

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

2007 Honda Civic LX

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

2007 Honda Civic LX

Attleboro, MA

UnscoredInsufficient · 0
$9,99048,138 mi

Attleboro, MA

No Photo

2002 Ford Mustang Standard

Johnston, RI

UnscoredInsufficient · 0
$9,99557,729 mi

Johnston, RI

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 Mercedes-Benz E-Class E350

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

2013 Mercedes-Benz E-Class E350

Taunton, MA

UnscoredLimited · 11
$9,999124,133 mi

Comparison: 11 similar vehicles

Taunton, MA

2016 Honda Civic LX

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

2016 Honda Civic LX

Attleboro, MA

UnscoredModerate · 23
$10,000177,160 mi

Comparison: 23 similar vehicles

Attleboro, MA

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Milford, MA

UnscoredLimited · 16
$10,490153,010 mi

Comparison: 16 similar vehicles

Milford, MA

2019 Honda Civic LX

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

2019 Honda Civic LX

Fall River, MA

Salvage title
$11,59576,327 mi

Fall River, MA

2004 Chevrolet Monte Carlo SS

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

2004 Chevrolet Monte Carlo SS

Cranston, RI

UnscoredInsufficient · 0
$11,620111,232 mi

Cranston, RI

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Easton, MA

UnscoredInsufficient · 3
$11,88885,620 mi

Comparison: 3 similar vehicles

Easton, MA

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Fall River, MA

UnscoredLimited · 8
$11,995132,731 mi

Comparison: 8 similar vehicles

Fall River, MA

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Fall River, MA

UnscoredInsufficient · 0
$12,000150,000 mi

Fall River, MA

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Cumberland, RI

UnscoredInsufficient · 3
$12,300108,741 mi

Comparison: 3 similar vehicles

Cumberland, RI

2012 Cadillac CTS Coupe Premium Collection

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

2012 Cadillac CTS Coupe Premium Collection

Webster, MA

UnscoredInsufficient · 3
$12,49070,575 mi

Comparison: 3 similar vehicles

Webster, MA

2009 Audi S5 Base

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

2009 Audi S5 Base

Attleboro, MA

UnscoredInsufficient · 0
$12,49596,100 mi

Attleboro, MA

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Smithfield, RI

Fair PriceLimited · 12
$12,50087,283 mi

Market: $7,298 – $17,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Smithfield, RI

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Cranston, RI

UnscoredInsufficient · 0
$12,62094,719 mi

Cranston, RI

2013 Subaru BRZ Limited

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

2013 Subaru BRZ Limited

Medway, MA

Fair PriceLimited · 12
$12,990109,821 mi

Market: $12,900 – $16,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Medway, MA

No Photo

2014 Ford Mustang V6

West Warwick, RI

Fair PriceLimited · 10
$12,99596,648 mi

Market: $7,695 – $15,960

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

West Warwick, RI

2001 Mercedes-Benz CL-Class CL

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

2001 Mercedes-Benz CL-Class CL

Cranston, RI

UnscoredInsufficient · 0
$12,99589,600 mi

Cranston, RI

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

1999 Ford Mustang GT

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

1999 Ford Mustang GT

Burrillville, RI

UnscoredInsufficient · 0
$13,500130,317 mi

Burrillville, RI

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Cranston, RI

Great DealLimited · 15
$13,90092,421 mi

Market: $14,646 – $19,998

Comparison: 15 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 32 days listed (based on current market benchmarks)

Cranston, RI

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

North Kingstown, RI

UnscoredInsufficient · 4
$13,999110,000 mi

Comparison: 4 similar vehicles

North Kingstown, RI

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Taunton, MA

UnscoredModerate · 38
$14,999150,322 mi

Comparison: 38 similar vehicles

Taunton, MA

2012 BMW 6 Series 650i

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

2012 BMW 6 Series 650i

Taunton, MA

Fair PriceLimited · 14
$14,99969,007 mi

Market: $8,995 – $16,844

Comparison: 14 similar vehicles

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

Taunton, MA

2015 Ford Mustang V6

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

2015 Ford Mustang V6

North Kingstown, RI

UnscoredInsufficient · 0
$15,09059,201 mi

North Kingstown, RI

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Cumberland, RI

UnscoredInsufficient · 0
$15,48853,247 mi

Cumberland, RI

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Easton, MA

Fair PriceModerate · 38
$15,49589,237 mi

Market: $10,295 – $19,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Easton, MA

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Stonington, CT

Fair PriceLimited · 11
$15,49982,828 mi

Market: $6,999 – $16,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Stonington, CT

2016 Mercedes-Benz E-Class E400

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

2016 Mercedes-Benz E-Class E400

East Providence, RI

UnscoredInsufficient · 3
$15,68794,128 mi

Comparison: 3 similar vehicles

East Providence, RI

2000 Chevrolet Camaro Z28

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

2000 Chevrolet Camaro Z28

Smithfield, RI

UnscoredInsufficient · 0
$15,90053,000 mi

Smithfield, RI

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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