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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

9,407 listings found

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Putnam, CT

UnscoredLimited · 6
$3,450236,507 mi

Comparison: 6 similar vehicles

Putnam, CT

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Southbridge, MA

UnscoredLimited · 5
$4,499148,221 mi

Comparison: 5 similar vehicles

Southbridge, MA

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

Meriden, CT

UnscoredRobust · 61
$5,800179,944 mi

Comparison: 61 similar vehicles

Meriden, CT

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 · 11
$5,850219,553 mi

Comparison: 11 similar vehicles

Warwick, RI

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Berlin, CT

UnscoredLimited · 5
$5,995252,270 mi

Comparison: 5 similar vehicles

Berlin, CT

2011 RAM 1500 Pickup Laramie

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

2011 RAM 1500 Pickup Laramie

East Hartford, CT

UnscoredLimited · 6
$5,995173,113 mi

Comparison: 6 similar vehicles

East Hartford, CT

2009 Suzuki Equator Sport

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

2009 Suzuki Equator Sport

East Windsor, CT

UnscoredInsufficient · 0
$5,995121,428 mi

East Windsor, CT

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

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Windham, CT

UnscoredLimited · 6
$6,900175,555 mi

Comparison: 6 similar vehicles

Windham, CT

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Attleboro, MA

UnscoredInsufficient · 3
$6,995161,465 mi

Comparison: 3 similar vehicles

Attleboro, MA

2004 GMC Sierra 1500 SLE

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

2004 GMC Sierra 1500 SLE

Branford, CT

UnscoredInsufficient · 0
$6,995222,664 mi

Branford, CT

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Somerset, MA

UnscoredInsufficient · 0
$6,995113,700 mi

Somerset, MA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Swansea, MA

UnscoredInsufficient · 3
$7,359166,812 mi

Comparison: 3 similar vehicles

Swansea, MA

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

2009 Honda Ridgeline RTL

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

2009 Honda Ridgeline RTL

Vernon, CT

UnscoredInsufficient · 3
$7,600168,345 mi

Comparison: 3 similar vehicles

Vernon, CT

2011 RAM 1500 Pickup Sport

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

2011 RAM 1500 Pickup Sport

Swansea, MA

UnscoredInsufficient · 4
$7,659152,211 mi

Comparison: 4 similar vehicles

Swansea, MA

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

East Hartford, CT

UnscoredLimited · 15
$7,695166,229 mi

Comparison: 15 similar vehicles

East Hartford, CT

2008 Honda Ridgeline RT

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

2008 Honda Ridgeline RT

Swansea, MA

UnscoredInsufficient · 0
$7,849125,556 mi

Swansea, MA

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Manchester, CT

UnscoredInsufficient · 3
$7,995149,802 mi

Comparison: 3 similar vehicles

Manchester, CT

2011 Honda Ridgeline RTS

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

2011 Honda Ridgeline RTS

East Windsor, CT

UnscoredInsufficient · 0
$7,995154,093 mi

East Windsor, CT

2008 Nissan Frontier SE

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

2008 Nissan Frontier SE

Manchester, CT

UnscoredLimited · 10
$7,995174,603 mi

Comparison: 10 similar vehicles

Manchester, CT

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

East Windsor, CT

UnscoredLimited · 6
$7,999248,243 mi

Comparison: 6 similar vehicles

East Windsor, CT

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Swansea, MA

UnscoredLimited · 11
$7,999149,900 mi

Comparison: 11 similar vehicles

Swansea, MA

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Hartford, CT

UnscoredLimited · 5
$7,999154,873 mi

Comparison: 5 similar vehicles

Hartford, CT

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Branford, CT

UnscoredLimited · 5
$7,999186,717 mi

Comparison: 5 similar vehicles

Branford, CT

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

2013 RAM 1500 Pickup SLT

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

2013 RAM 1500 Pickup SLT

East Windsor, CT

UnscoredLimited · 12
$8,400177,545 mi

Comparison: 12 similar vehicles

East Windsor, CT

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Guilford, CT

UnscoredInsufficient · 4
$8,495193,791 mi

Comparison: 4 similar vehicles

Guilford, CT

2013 GMC Sierra 1500 SL

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

2013 GMC Sierra 1500 SL

Seekonk, MA

UnscoredInsufficient · 0
$8,500107,764 mi

Seekonk, MA

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 · 15
$8,500152,011 mi

Comparison: 15 similar vehicles

Warwick, RI

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Somerset, MA

UnscoredModerate · 22
$8,790182,390 mi

Comparison: 22 similar vehicles

Somerset, MA

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
$8,795156,668 mi

Comparison: 4 similar vehicles

Warwick, RI

2008 Toyota Tacoma Base

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

2008 Toyota Tacoma Base

East Hartford, CT

UnscoredInsufficient · 3
$8,900242,142 mi

Comparison: 3 similar vehicles

East Hartford, CT

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Griswold, CT

UnscoredLimited · 17
$8,988133,875 mi

Comparison: 17 similar vehicles

Griswold, CT

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

East Windsor, CT

UnscoredInsufficient · 4
$8,99599,505 mi

Comparison: 4 similar vehicles

East Windsor, CT

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Hartford, CT

UnscoredInsufficient · 3
$8,995196,187 mi

Comparison: 3 similar vehicles

Hartford, CT

2010 Ford F-150 King Ranch

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

2010 Ford F-150 King Ranch

Guilford, CT

UnscoredInsufficient · 0
$8,995179,291 mi

Guilford, CT

2009 Ford Ranger XLT

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

2009 Ford Ranger XLT

South Windsor, CT

UnscoredInsufficient · 3
$8,995150,617 mi

Comparison: 3 similar vehicles

South Windsor, CT

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

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

2015 Nissan Frontier SV

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

2015 Nissan Frontier SV

East Windsor, CT

UnscoredModerate · 23
$8,999173,787 mi

Comparison: 23 similar vehicles

East Windsor, CT

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

East Windsor, CT

UnscoredLimited · 6
$8,999190,000 mi

Comparison: 6 similar vehicles

East Windsor, CT

2011 Nissan Frontier SV

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

2011 Nissan Frontier SV

East Windsor, CT

UnscoredLimited · 15
$8,999121,939 mi

Comparison: 15 similar vehicles

East Windsor, CT

2011 Honda Ridgeline RT

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

2011 Honda Ridgeline RT

East Windsor, CT

UnscoredInsufficient · 0
$8,999115,080 mi

East Windsor, CT

2016 Chevrolet Silverado 1500 Work Truck 1WT

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

2016 Chevrolet Silverado 1500 Work Truck 1WT

Swansea, MA

UnscoredLimited · 16
$9,199185,527 mi

Comparison: 16 similar vehicles

Swansea, MA

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Swansea, MA

UnscoredInsufficient · 4
$9,199171,884 mi

Comparison: 4 similar vehicles

Swansea, MA

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Swansea, MA

UnscoredLimited · 7
$9,199111,153 mi

Comparison: 7 similar vehicles

Swansea, MA

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

South Windsor, CT

UnscoredLimited · 5
$9,395146,310 mi

Comparison: 5 similar vehicles

South Windsor, CT

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Hartford, CT

UnscoredInsufficient · 4
$9,499139,489 mi

Comparison: 4 similar vehicles

Hartford, CT

2012 Honda Ridgeline RTL

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

2012 Honda Ridgeline RTL

Fall River, MA

UnscoredLimited · 7
$9,500135,799 mi

Comparison: 7 similar vehicles

Fall River, MA

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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