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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

218 listings found

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

Great DealLimited · 11
$6,199110,082 mi

Market: $8,975 – $9,407

Comparison: 11 similar vehicles

Competitively priced ~31% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Lincoln, RI

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

UnscoredLimited · 5
$7,995108,000 mi

Comparison: 5 similar vehicles

West Warwick, RI

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

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

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 · 11
$12,50087,283 mi

Market: $7,298 – $17,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 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 · 3
$12,62094,719 mi

Comparison: 3 similar vehicles

Cranston, RI

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 · 120 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

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 · 18
$13,90092,421 mi

Market: $14,646 – $19,998

Comparison: 18 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 26 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

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

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Westerly, RI

Fair PriceLimited · 13
$15,49982,828 mi

Market: $10,794 – $16,900

Comparison: 13 similar vehicles

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

Westerly, RI

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

Fair PriceLimited · 12
$15,68794,128 mi

Market: $10,999 – $22,693

Comparison: 12 similar vehicles

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

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

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Johnston, RI

UnscoredInsufficient · 0
$16,41952,149 mi

Johnston, RI

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

Smithfield, RI

Fair PriceModerate · 27
$16,90083,376 mi

Market: $3,500 – $18,213

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Smithfield, RI

2006 Pontiac GTO Base

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

2006 Pontiac GTO Base

Coventry, RI

UnscoredInsufficient · 0
$16,950115,760 mi

Coventry, RI

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

North Kingstown, RI

UnscoredLimited · 11
$17,995189,212 mi

Comparison: 11 similar vehicles

North Kingstown, RI

2020 BMW 4 Series 430i

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

2020 BMW 4 Series 430i

Warwick, RI

Fair PriceLimited · 17
$18,00596,213 mi

Market: $14,995 – $24,582

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Warwick, RI

2019 Honda Civic Si

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

2019 Honda Civic Si

Cranston, RI

UnscoredModerate · 42
$18,900127,620 mi

Comparison: 42 similar vehicles

Cranston, RI

2018 INFINITI Q60 Coupe LUXE

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

2018 INFINITI Q60 Coupe LUXE

Smithfield, RI

Fair PriceLimited · 15
$19,995102,403 mi

Market: $14,900 – $22,296

Comparison: 15 similar vehicles

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

Smithfield, RI

2004 Maserati Coupe Base

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

2004 Maserati Coupe Base

East Providence, RI

UnscoredInsufficient · 0
$20,88817,720 mi

East Providence, RI

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Cranston, RI

UnscoredInsufficient · 0
$21,35256,434 mi

Cranston, RI

2016 Dodge Challenger R/T Shaker

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

2016 Dodge Challenger R/T Shaker

Cranston, RI

UnscoredInsufficient · 0
$23,37259,653 mi

Cranston, RI

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Tiverton, RI

UnscoredInsufficient · 0
$24,40853,992 mi

Tiverton, RI

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Cranston, RI

UnscoredInsufficient · 0
$24,99838,098 mi

Cranston, RI

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Cranston, RI

UnscoredInsufficient · 3
$24,99836,896 mi

Comparison: 3 similar vehicles

Cranston, RI

2012 Ford Mustang GT

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

2012 Ford Mustang GT

Providence, RI

UnscoredInsufficient · 0
$24,999104,414 mi

Providence, RI

2021 BMW 4 Series 430i

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

2021 BMW 4 Series 430i

Johnston, RI

Fair PriceLimited · 11
$25,11963,618 mi

Market: $20,885 – $31,194

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Johnston, RI

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

East Providence, RI

UnscoredInsufficient · 0
$25,29916,202 mi

East Providence, RI

2018 BMW 4 Series 440i

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

2018 BMW 4 Series 440i

East Providence, RI

UnscoredLimited · 5
$25,38777,216 mi

Comparison: 5 similar vehicles

East Providence, RI

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

East Providence, RI

UnscoredInsufficient · 0
$25,68752,838 mi

East Providence, RI

2016 Mercedes-Benz S-Class S550

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

2016 Mercedes-Benz S-Class S550

Cranston, RI

UnscoredInsufficient · 4
$25,900117,393 mi

Comparison: 4 similar vehicles

Cranston, RI

2018 Mercedes-Benz E-Class E400

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

2018 Mercedes-Benz E-Class E400

Warwick, RI

Fair PriceLimited · 12
$25,99556,754 mi

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 16 days listed (based on current market benchmarks)

Warwick, RI

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

North Kingstown, RI

UnscoredInsufficient · 0
$26,28341,011 mi

North Kingstown, RI

2022 BMW 2 Series 230i

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

2022 BMW 2 Series 230i

Cranston, RI

UnscoredInsufficient · 0
$26,29941,813 mi

Cranston, RI

2013 Ford Mustang V6

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

2013 Ford Mustang V6

North Kingstown, RI

UnscoredInsufficient · 0
$27,39127,668 mi

North Kingstown, RI

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Woonsocket, RI

UnscoredInsufficient · 0
$27,89916,706 mi

Woonsocket, RI

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Cranston, RI

UnscoredLimited · 7
$28,30320,487 mi

Comparison: 7 similar vehicles

Cranston, RI

2017 Ford Mustang GT

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

2017 Ford Mustang GT

Westerly, RI

UnscoredInsufficient · 0
$29,09651,996 mi

Westerly, RI

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Warwick, RI

UnscoredInsufficient · 4
$29,88387,809 mi

Comparison: 4 similar vehicles

Warwick, RI

2023 Subaru BRZ Premium

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

2023 Subaru BRZ Premium

East Providence, RI

UnscoredLimited · 6
$30,22712,682 mi

Comparison: 6 similar vehicles

East Providence, RI

2023 Mazda MX-5 Miata RF Grand Touring

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

2023 Mazda MX-5 Miata RF Grand Touring

East Providence, RI

UnscoredInsufficient · 3
$30,2878,249 mi

Comparison: 3 similar vehicles

East Providence, RI

2001 Porsche 911 Carrera

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

2001 Porsche 911 Carrera

East Providence, RI

UnscoredLimited · 9
$30,39877,494 mi

Comparison: 9 similar vehicles

East Providence, RI

2022 Subaru BRZ Premium

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

2022 Subaru BRZ Premium

North Smithfield, RI

UnscoredInsufficient · 0
$30,41114,488 mi

North Smithfield, RI

2016 Lexus RC 350

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

2016 Lexus RC 350

North Kingstown, RI

UnscoredInsufficient · 0
$31,10040,364 mi

North Kingstown, RI

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Johnston, RI

Fair PriceLimited · 18
$31,31915,334 mi

Market: $29,794 – $33,590

Comparison: 18 similar vehicles

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

Johnston, RI

2019 Lexus RC 350 F SPORT

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

2019 Lexus RC 350 F SPORT

Warwick, RI

UnscoredInsufficient · 0
$31,39886,881 mi

Warwick, 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 manage their profile, 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, exports, and enhanced merchandising.
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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