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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 19, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

3,292 listings found

2010 Honda Ridgeline RTL

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

2010 Honda Ridgeline RTL

Woonsocket, RI

UnscoredInsufficient · 0
$4,950265,485 mi

Woonsocket, RI

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Warwick, RI

UnscoredLimited · 7
$5,850219,553 mi

Comparison: 7 similar vehicles

Warwick, RI

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Cumberland, RI

UnscoredInsufficient · 0
$6,40060,000 mi

Cumberland, RI

2005 Ford Ranger XLT

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

2005 Ford Ranger XLT

East Providence, RI

UnscoredInsufficient · 0
$7,500148,000 mi

East Providence, RI

2015 GMC Canyon SLE

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

2015 GMC Canyon SLE

Pawtucket, RI

UnscoredLimited · 7
$8,250196,681 mi

Comparison: 7 similar vehicles

Pawtucket, RI

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Warwick, RI

UnscoredLimited · 18
$8,500152,011 mi

Comparison: 18 similar vehicles

Warwick, RI

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

North Smithfield, RI

UnscoredInsufficient · 3
$8,995162,506 mi

Comparison: 3 similar vehicles

North Smithfield, RI

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Warwick, RI

UnscoredInsufficient · 4
$8,995156,668 mi

Comparison: 4 similar vehicles

Warwick, RI

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Pawtucket, RI

UnscoredInsufficient · 0
$8,995124,930 mi

Pawtucket, RI

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Cranston, RI

UnscoredInsufficient · 3
$9,500190,896 mi

Comparison: 3 similar vehicles

Cranston, RI

2008 Chevrolet Avalanche LTZ

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

2008 Chevrolet Avalanche LTZ

Providence, RI

UnscoredInsufficient · 0
$9,800138,000 mi

Providence, RI

2013 Ford F-450 Super Duty Chassis Cab XL

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

2013 Ford F-450 Super Duty Chassis Cab XL

North Kingstown, RI

UnscoredInsufficient · 4
$9,950243,980 mi

Comparison: 4 similar vehicles

North Kingstown, RI

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Warwick, RI

UnscoredLimited · 16
$9,995208,740 mi

Comparison: 16 similar vehicles

Warwick, RI

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Warwick, RI

UnscoredLimited · 5
$9,995227,605 mi

Comparison: 5 similar vehicles

Warwick, RI

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Pawtucket, RI

UnscoredInsufficient · 0
$9,99959,068 mi

Pawtucket, RI

2018 Chevrolet Colorado LT

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

2018 Chevrolet Colorado LT

Pawtucket, RI

UnscoredInsufficient · 3
$10,500191,093 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2007 Honda Ridgeline RTS

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

2007 Honda Ridgeline RTS

Burrillville, RI

UnscoredInsufficient · 3
$10,500144,949 mi

Comparison: 3 similar vehicles

Burrillville, RI

2014 GMC Sierra 2500HD Work Truck

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

2014 GMC Sierra 2500HD Work Truck

Cranston, RI

UnscoredInsufficient · 0
$10,750192,890 mi

Cranston, RI

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Warwick, RI

UnscoredModerate · 26
$10,795217,869 mi

Comparison: 26 similar vehicles

Warwick, RI

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Cranston, RI

UnscoredModerate · 25
$10,995176,945 mi

Comparison: 25 similar vehicles

Cranston, RI

2007 Nissan Titan SE

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

2007 Nissan Titan SE

Warwick, RI

UnscoredInsufficient · 0
$10,99598,997 mi

Warwick, RI

2010 Nissan Frontier SE

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

2010 Nissan Frontier SE

Newport, RI

UnscoredLimited · 5
$10,999181,557 mi

Comparison: 5 similar vehicles

Newport, RI

2010 Ford Ranger XLT

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

2010 Ford Ranger XLT

Cranston, RI

UnscoredInsufficient · 3
$11,200193,120 mi

Comparison: 3 similar vehicles

Cranston, RI

2012 GMC Canyon SLE2

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

2012 GMC Canyon SLE2

Warwick, RI

UnscoredInsufficient · 0
$11,295175,321 mi

Warwick, RI

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

East Providence, RI

UnscoredInsufficient · 4
$11,397131,647 mi

Comparison: 4 similar vehicles

East Providence, RI

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Providence, RI

UnscoredLimited · 12
$11,495124,050 mi

Comparison: 12 similar vehicles

Providence, RI

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Pawtucket, RI

UnscoredInsufficient · 3
$11,500159,728 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Warwick, RI

UnscoredInsufficient · 3
$11,500195,309 mi

Comparison: 3 similar vehicles

Warwick, RI

2013 Nissan Frontier SV

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

2013 Nissan Frontier SV

Cranston, RI

UnscoredLimited · 12
$11,700127,444 mi

Comparison: 12 similar vehicles

Cranston, RI

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Warwick, RI

UnscoredLimited · 13
$11,945138,966 mi

Comparison: 13 similar vehicles

Warwick, RI

2013 Nissan Frontier SV

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

2013 Nissan Frontier SV

Warwick, RI

Fair PriceLimited · 12
$11,995113,538 mi

Market: $8,995 – $15,995

Comparison: 12 similar vehicles

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

Warwick, RI

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Johnston, RI

UnscoredLimited · 5
$11,999244,873 mi

Comparison: 5 similar vehicles

Johnston, RI

No Photo

2011 Toyota Tacoma Base

West Warwick, RI

UnscoredInsufficient · 4
$12,495117,912 mi

Comparison: 4 similar vehicles

West Warwick, RI

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Warwick, RI

UnscoredModerate · 25
$12,900178,123 mi

Comparison: 25 similar vehicles

Warwick, RI

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

North Kingstown, RI

UnscoredModerate · 35
$12,900216,990 mi

Comparison: 35 similar vehicles

North Kingstown, RI

2010 Toyota Tacoma Base

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

2010 Toyota Tacoma Base

Providence, RI

UnscoredLimited · 8
$12,900234,936 mi

Comparison: 8 similar vehicles

Providence, RI

No Photo

2011 GMC Sierra 1500 SLE

Cranston, RI

UnscoredInsufficient · 3
$12,995109,960 mi

Comparison: 3 similar vehicles

Cranston, RI

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Cranston, RI

UnscoredLimited · 6
$12,999183,542 mi

Comparison: 6 similar vehicles

Cranston, RI

2013 RAM 2500 Pickup Tradesman

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

2013 RAM 2500 Pickup Tradesman

Warwick, RI

UnscoredInsufficient · 3
$12,999191,928 mi

Comparison: 3 similar vehicles

Warwick, RI

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Warwick, RI

Fair PriceLimited · 16
$12,999119,775 mi

Market: $5,900 – $23,383

Comparison: 16 similar vehicles

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

Warwick, RI

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Coventry, RI

UnscoredModerate · 49
$13,872169,495 mi

Comparison: 49 similar vehicles

Coventry, RI

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Providence, RI

UnscoredInsufficient · 4
$13,900198,268 mi

Comparison: 4 similar vehicles

Providence, RI

2004 Toyota Tacoma Base

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

2004 Toyota Tacoma Base

Providence, RI

UnscoredLimited · 5
$13,900119,012 mi

Comparison: 5 similar vehicles

Providence, RI

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Cumberland, RI

Fair PriceModerate · 25
$13,98894,079 mi

Market: $5,999 – $21,800

Comparison: 25 similar vehicles

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

Cumberland, RI

2017 Chevrolet Colorado Z71

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

2017 Chevrolet Colorado Z71

Cranston, RI

UnscoredLimited · 10
$13,995162,673 mi

Comparison: 10 similar vehicles

Cranston, RI

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

Warwick, RI

UnscoredLimited · 9
$13,995162,282 mi

Comparison: 9 similar vehicles

Warwick, RI

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

North Kingstown, RI

UnscoredRobust · 104
$13,995147,002 mi

Comparison: 104 similar vehicles

North Kingstown, RI

2012 Nissan Frontier SL

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

2012 Nissan Frontier SL

West Warwick, RI

UnscoredInsufficient · 4
$13,995103,151 mi

Comparison: 4 similar vehicles

West Warwick, RI

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Warwick, RI

Fair PriceModerate · 26
$13,999116,782 mi

Market: $5,900 – $22,900

Comparison: 26 similar vehicles

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

Warwick, RI

2010 Ford F-150 SVT Raptor

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

2010 Ford F-150 SVT Raptor

Providence, RI

UnscoredInsufficient · 0
$13,999143,500 mi

Providence, RI

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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