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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 20, 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

9,366 listings found

1999 Ford F-150 XL

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

1999 Ford F-150 XL

Salisbury, CT

UnscoredInsufficient · 4
$2,995184,612 mi

Comparison: 4 similar vehicles

Salisbury, CT

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 · 7
$3,450236,507 mi

Comparison: 7 similar vehicles

Putnam, CT

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Bridgeport, CT

UnscoredLimited · 6
$3,800240,000 mi

Comparison: 6 similar vehicles

Bridgeport, CT

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Bridgeport, CT

UnscoredLimited · 10
$3,990167,000 mi

Comparison: 10 similar vehicles

Bridgeport, CT

2003 Toyota Tacoma Base

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

2003 Toyota Tacoma Base

Naugatuck, CT

UnscoredLimited · 5
$4,850243,431 mi

Comparison: 5 similar vehicles

Naugatuck, CT

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Stamford, CT

UnscoredLimited · 6
$4,950109,585 mi

Comparison: 6 similar vehicles

Stamford, CT

2004 Toyota Tundra SR5

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

2004 Toyota Tundra SR5

Somers, CT

Salvage title
$4,950296,000 mi

Somers, CT

2001 GMC Sonoma SL

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

2001 GMC Sonoma SL

West Haven, CT

UnscoredInsufficient · 0
$4,990101,982 mi

West Haven, CT

2011 Honda Ridgeline RTL

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

2011 Honda Ridgeline RTL

East Windsor, CT

UnscoredLimited · 17
$4,999229,032 mi

Comparison: 17 similar vehicles

East Windsor, CT

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Waterbury, CT

UnscoredInsufficient · 0
$5,69551,000 mi

Waterbury, CT

2011 GMC Sierra 1500 Work Truck

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

2011 GMC Sierra 1500 Work Truck

Stamford, CT

UnscoredInsufficient · 0
$5,800126,334 mi

Stamford, CT

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 · 68
$5,800179,944 mi

Comparison: 68 similar vehicles

Meriden, CT

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Somers, CT

UnscoredInsufficient · 0
$5,950164,000 mi

Somers, CT

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 · 6
$5,995252,270 mi

Comparison: 6 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 Honda Ridgeline RTS

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

2009 Honda Ridgeline RTS

Windsor Locks, CT

UnscoredInsufficient · 3
$6,000176,221 mi

Comparison: 3 similar vehicles

Windsor Locks, CT

2006 Nissan Titan XE

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

2006 Nissan Titan XE

Torrington, CT

UnscoredInsufficient · 3
$6,299137,150 mi

Comparison: 3 similar vehicles

Torrington, 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

Windham, CT

UnscoredLimited · 6
$6,900175,555 mi

Comparison: 6 similar vehicles

Windham, 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

Waterbury, CT

UnscoredInsufficient · 4
$6,950196,244 mi

Comparison: 4 similar vehicles

Waterbury, CT

2006 Ford F-250 Super Duty XL

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

2006 Ford F-250 Super Duty XL

Naugatuck, CT

Fair PriceLimited · 10
$6,95069,567 mi

Market: $5,450 – $15,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Naugatuck, CT

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Milford, CT

UnscoredLimited · 19
$6,995161,388 mi

Comparison: 19 similar vehicles

Milford, CT

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Waterbury, CT

UnscoredModerate · 28
$6,995174,661 mi

Comparison: 28 similar vehicles

Waterbury, CT

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

2014 Chevrolet Silverado 1500 2LT

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

2014 Chevrolet Silverado 1500 2LT

East Windsor, CT

UnscoredInsufficient · 4
$6,999224,579 mi

Comparison: 4 similar vehicles

East Windsor, CT

2007 Chevrolet Silverado Classic 2500HD LT1

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

2007 Chevrolet Silverado Classic 2500HD LT1

Stratford, CT

UnscoredInsufficient · 0
$6,999207,691 mi

Stratford, CT

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 · 4
$7,600168,345 mi

Comparison: 4 similar vehicles

Vernon, CT

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 · 16
$7,695166,229 mi

Comparison: 16 similar vehicles

East Hartford, CT

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Bridgeport, CT

UnscoredModerate · 41
$7,800154,303 mi

Comparison: 41 similar vehicles

Bridgeport, CT

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Stamford, CT

Fair PriceLimited · 17
$7,950109,549 mi

Market: $7,995 – $18,854

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 116 days listed (based on current market benchmarks)

Stamford, CT

2015 Nissan Frontier SV

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

2015 Nissan Frontier SV

Naugatuck, CT

UnscoredModerate · 23
$7,995141,361 mi

Comparison: 23 similar vehicles

Naugatuck, CT

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 · 8
$7,995174,603 mi

Comparison: 8 similar vehicles

Manchester, CT

2007 GMC Sierra 1500 Work Truck

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

2007 GMC Sierra 1500 Work Truck

Waterbury, CT

UnscoredLimited · 5
$7,995154,873 mi

Comparison: 5 similar vehicles

Waterbury, CT

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Hartford, CT

UnscoredLimited · 7
$7,999205,120 mi

Comparison: 7 similar vehicles

Hartford, 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

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

2011 Ford Ranger XLT

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

2011 Ford Ranger XLT

Wolcott, CT

UnscoredLimited · 12
$8,026198,355 mi

Comparison: 12 similar vehicles

Wolcott, CT

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Waterbury, CT

UnscoredLimited · 5
$8,495162,860 mi

Comparison: 5 similar vehicles

Waterbury, CT

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

Bristol, CT

UnscoredModerate · 25
$8,495151,179 mi

Comparison: 25 similar vehicles

Bristol, 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 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Waterbury, CT

UnscoredInsufficient · 4
$8,499143,013 mi

Comparison: 4 similar vehicles

Waterbury, CT

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Watertown, CT

UnscoredInsufficient · 4
$8,499151,200 mi

Comparison: 4 similar vehicles

Watertown, CT

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 · 10
$8,500177,545 mi

Comparison: 10 similar vehicles

East Windsor, CT

2003 Toyota Tundra SR5

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

2003 Toyota Tundra SR5

Plainville, CT

UnscoredLimited · 12
$8,888189,901 mi

Comparison: 12 similar vehicles

Plainville, CT

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

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)

Plainville, CT

UnscoredLimited · 6
$8,950142,105 mi

Comparison: 6 similar vehicles

Plainville, CT

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Naugatuck, CT

UnscoredModerate · 21
$8,950180,100 mi

Comparison: 21 similar vehicles

Naugatuck, 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

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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