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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 · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

274 listings found

2010 Cadillac CTS Premium Collection

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

2010 Cadillac CTS Premium Collection

Pawtucket, RI

UnscoredInsufficient · 0
$3,999240,000 mi

Pawtucket, RI

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Pawtucket, RI

UnscoredInsufficient · 3
$4,999159,710 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Pawtucket, RI

Fair PriceLimited · 10
$4,99989,781 mi

Market: $4,300 – $7,495

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Pawtucket, RI

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Pawtucket, RI

UnscoredInsufficient · 4
$5,495200,149 mi

Comparison: 4 similar vehicles

Pawtucket, RI

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Pawtucket, RI

Unscored
$5,495158,000 mi

Comparison: 9 similar vehicles

Pawtucket, RI

2010 Pontiac Vibe GT

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

2010 Pontiac Vibe GT

Pawtucket, RI

UnscoredInsufficient · 0
$5,595186,913 mi

Pawtucket, RI

2016 Jeep Patriot Sport SE

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

2016 Jeep Patriot Sport SE

Pawtucket, RI

UnscoredInsufficient · 4
$5,994138,167 mi

Comparison: 4 similar vehicles

Pawtucket, RI

2012 Hyundai Sonata Limited

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

2012 Hyundai Sonata Limited

Pawtucket, RI

Unscored
$5,999120,382 mi

Comparison: 6 similar vehicles

Pawtucket, RI

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Pawtucket, RI

UnscoredInsufficient · 3
$6,294133,296 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2011 MINI Cooper S

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

2011 MINI Cooper S

Pawtucket, RI

Unscored
$6,49583,000 mi

Comparison: 6 similar vehicles

Pawtucket, RI

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Pawtucket, RI

Unscored
$6,495174,000 mi

Comparison: 9 similar vehicles

Pawtucket, RI

2010 Honda Accord LX

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

2010 Honda Accord LX

Pawtucket, RI

Unscored
$6,500170,000 mi

Comparison: 7 similar vehicles

Pawtucket, RI

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Pawtucket, RI

UnscoredInsufficient · 0
$6,544169,450 mi

Pawtucket, RI

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Pawtucket, RI

Unscored
$6,988253,422 mi

Comparison: 53 similar vehicles

Pawtucket, RI

2008 Porsche Cayenne Base

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

2008 Porsche Cayenne Base

Pawtucket, RI

Unscored
$6,995174,000 mi

Comparison: 6 similar vehicles

Pawtucket, RI

2017 Ford Escape SE

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

2017 Ford Escape SE

Pawtucket, RI

Fair PriceRobust · 75
$6,99995,419 mi

Market: $5,995 – $14,960

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Pawtucket, RI

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Pawtucket, RI

UnscoredInsufficient · 4
$7,495151,000 mi

Comparison: 4 similar vehicles

Pawtucket, RI

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Pawtucket, RI

UnscoredInsufficient · 3
$7,500204,824 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Pawtucket, RI

UnscoredInsufficient · 3
$7,699112,316 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2018 Ford Escape S

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

2018 Ford Escape S

Pawtucket, RI

Great DealLimited · 14
$7,745106,094 mi

Market: $8,499 – $11,390

Comparison: 14 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 117 days listed (based on current market benchmarks)

Pawtucket, RI

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Pawtucket, RI

Unscored
$7,84565,151 mi

Comparison: 7 similar vehicles

Pawtucket, RI

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Pawtucket, RI

Unscored
$7,900158,857 mi

Comparison: 21 similar vehicles

Pawtucket, RI

2016 Nissan Pathfinder SL

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

2016 Nissan Pathfinder SL

Pawtucket, RI

Fair PriceLimited · 17
$7,99596,925 mi

Market: $6,550 – $16,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Pawtucket, RI

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Pawtucket, RI

Fair PriceLimited · 10
$7,99998,463 mi

Market: $4,499 – $14,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Pawtucket, RI

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Pawtucket, RI

Unscored
$8,000156,900 mi

Comparison: 10 similar vehicles

Pawtucket, 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

Unscored
$8,250196,681 mi

Comparison: 14 similar vehicles

Pawtucket, RI

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Pawtucket, RI

Fair PriceLimited · 16
$8,49588,223 mi

Market: $2,500 – $9,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 451 days listed (based on current market benchmarks)

Pawtucket, RI

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Pawtucket, RI

Fair PriceLimited · 18
$8,495101,000 mi

Market: $4,599 – $10,694

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Pawtucket, RI

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Pawtucket, RI

Unscored
$8,495160,000 mi

Comparison: 13 similar vehicles

Pawtucket, RI

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Pawtucket, RI

Unscored
$8,55186,924 mi

Comparison: 8 similar vehicles

Pawtucket, RI

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Pawtucket, RI

Unscored
$8,895176,868 mi

Comparison: 21 similar vehicles

Pawtucket, RI

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Pawtucket, RI

Great DealRobust · 70
$8,900116,387 mi

Market: $9,900 – $18,999

Comparison: 70 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Pawtucket, 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

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Pawtucket, RI

Unscored
$9,250140,919 mi

Comparison: 16 similar vehicles

Pawtucket, RI

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Pawtucket, RI

Unscored
$9,39994,375 mi

Comparison: 8 similar vehicles

Pawtucket, RI

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Pawtucket, RI

UnscoredInsufficient · 0
$9,49951,825 mi

Pawtucket, RI

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Pawtucket, RI

Fair PriceLimited · 16
$9,50094,000 mi

Market: $3,650 – $12,675

Comparison: 16 similar vehicles

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

Pawtucket, RI

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Pawtucket, RI

Unscored
$9,694133,465 mi

Comparison: 29 similar vehicles

Pawtucket, RI

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Pawtucket, RI

Unscored
$9,995107,000 mi

Comparison: 6 similar vehicles

Pawtucket, RI

2016 Cadillac ATS Luxury Collection

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

2016 Cadillac ATS Luxury Collection

Pawtucket, RI

Unscored
$9,995128,425 mi

Comparison: 11 similar vehicles

Pawtucket, RI

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Pawtucket, RI

Unscored
$9,995142,000 mi

Comparison: 10 similar vehicles

Pawtucket, RI

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

Pawtucket, RI

Unscored
$9,995127,000 mi

Comparison: 5 similar vehicles

Pawtucket, 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

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

Pawtucket, RI

Unscored
$10,249140,284 mi

Comparison: 29 similar vehicles

Pawtucket, RI

2019 Nissan Rogue SL

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

2019 Nissan Rogue SL

Pawtucket, RI

Unscored
$10,250128,616 mi

Comparison: 15 similar vehicles

Pawtucket, RI

2012 Mercedes-Benz E-Class E350 Luxury

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

2012 Mercedes-Benz E-Class E350 Luxury

Pawtucket, RI

Fair PriceLimited · 11
$10,29596,924 mi

Market: $8,794 – $12,800

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Pawtucket, RI

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Pawtucket, RI

Fair PriceLimited · 12
$10,495104,000 mi

Market: $5,600 – $10,699

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 355 days listed (based on current market benchmarks)

Pawtucket, RI

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Pawtucket, RI

UnscoredInsufficient · 3
$10,495120,000 mi

Comparison: 3 similar vehicles

Pawtucket, RI

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Pawtucket, RI

Unscored
$10,500132,224 mi

Comparison: 21 similar vehicles

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 · 4
$10,500191,093 mi

Comparison: 4 similar vehicles

Pawtucket, 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 recently 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.
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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