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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 11, 2026

7.3M+

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

13,510 listings found

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Middle Island, NY

Unscored
$3,300240,158 mi

Comparison: 7 similar vehicles

Middle Island, NY

2008 Nissan Frontier SE

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

2008 Nissan Frontier SE

East Hartford, CT

UnscoredInsufficient · 3
$3,495235,346 mi

Comparison: 3 similar vehicles

East Hartford, 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

Unscored
$3,800240,000 mi

Comparison: 7 similar vehicles

Bridgeport, CT

2003 Ford Ranger Edge

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

2003 Ford Ranger Edge

Mastic, NY

UnscoredInsufficient · 0
$3,900149,517 mi

Mastic, NY

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

Unscored
$3,990167,000 mi

Comparison: 9 similar vehicles

Bridgeport, 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

Unscored
$3,999229,032 mi

Comparison: 16 similar vehicles

East Windsor, CT

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Pawling, NY

UnscoredInsufficient · 4
$4,375187,000 mi

Comparison: 4 similar vehicles

Pawling, NY

1999 Chevrolet Silverado BASE

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

1999 Chevrolet Silverado BASE

Waterbury, CT

UnscoredInsufficient · 0
$4,395147,000 mi

Waterbury, CT

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

East Hartford, CT

UnscoredInsufficient · 0
$4,495192,448 mi

East Hartford, CT

2004 Toyota Tundra SR5

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

2004 Toyota Tundra SR5

Naugatuck, CT

Unscored
$4,750264,084 mi

Comparison: 26 similar vehicles

Naugatuck, 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

2017 Nissan Frontier S

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

2017 Nissan Frontier S

Stamford, CT

UnscoredInsufficient · 4
$5,500211,810 mi

Comparison: 4 similar vehicles

Stamford, 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

Unscored
$5,800179,944 mi

Comparison: 43 similar vehicles

Meriden, 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

Unscored
$5,900175,555 mi

Comparison: 6 similar vehicles

Windham, CT

2006 Ford Ranger FX4 Level II

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

2006 Ford Ranger FX4 Level II

East Windsor, CT

UnscoredInsufficient · 0
$5,900199,641 mi

East Windsor, 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

UnscoredInsufficient · 0
$5,995252,270 mi

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

UnscoredInsufficient · 4
$5,995173,150 mi

Comparison: 4 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)

Huntington Station, NY

Unscored
$5,995161,351 mi

Comparison: 14 similar vehicles

Huntington Station, NY

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

East Islip, NY

UnscoredInsufficient · 0
$5,995190,080 mi

East Islip, NY

2012 Nissan Titan SV

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

2012 Nissan Titan SV

Agawam, MA

Unscored
$5,999197,278 mi

Comparison: 10 similar vehicles

Agawam, MA

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

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Brentwood, NY

Unscored
$6,500223,893 mi

Comparison: 10 similar vehicles

Brentwood, NY

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

Huntington Station, NY

UnscoredInsufficient · 4
$6,595217,621 mi

Comparison: 4 similar vehicles

Huntington Station, NY

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

Unscored
$6,950196,244 mi

Comparison: 67 similar vehicles

Waterbury, 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

UnscoredInsufficient · 3
$6,995161,601 mi

Comparison: 3 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

Unscored
$6,995174,661 mi

Comparison: 13 similar vehicles

Waterbury, CT

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Milford, CT

Unscored
$6,995157,123 mi

Comparison: 6 similar vehicles

Milford, 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 · 3
$6,995168,345 mi

Comparison: 3 similar vehicles

Vernon, 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

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

Bridgeport, CT

Unscored
$6,999189,300 mi

Comparison: 13 similar vehicles

Bridgeport, CT

2011 Nissan Frontier S

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

2011 Nissan Frontier S

East Windsor, CT

Unscored
$6,999178,289 mi

Comparison: 5 similar vehicles

East Windsor, 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

Unscored
$7,499205,120 mi

Comparison: 11 similar vehicles

Hartford, 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
$7,598207,691 mi

Stratford, 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

Unscored
$7,625198,355 mi

Comparison: 7 similar vehicles

Wolcott, 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

Unscored
$7,695166,229 mi

Comparison: 35 similar vehicles

East Hartford, 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

Huntington Station, NY

UnscoredInsufficient · 3
$7,777177,641 mi

Comparison: 3 similar vehicles

Huntington Station, NY

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 · 4
$7,795149,802 mi

Comparison: 4 similar vehicles

Manchester, 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

Unscored
$7,800154,303 mi

Comparison: 49 similar vehicles

Bridgeport, 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

UnscoredInsufficient · 3
$7,895174,603 mi

Comparison: 3 similar vehicles

Manchester, 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

Unscored
$7,950109,549 mi

Comparison: 7 similar vehicles

Stamford, CT

2011 Chevrolet Colorado 1LT

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

2011 Chevrolet Colorado 1LT

Watertown, CT

UnscoredInsufficient · 0
$7,991153,697 mi

Watertown, CT

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Franklin, CT

Unscored
$7,995292,057 mi

Comparison: 10 similar vehicles

Franklin, 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

Unscored
$7,995141,361 mi

Comparison: 6 similar vehicles

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

East Hartford, CT

UnscoredInsufficient · 3
$7,995160,609 mi

Comparison: 3 similar vehicles

East Hartford, 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 · 4
$7,995154,093 mi

Comparison: 4 similar vehicles

East Windsor, 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

UnscoredInsufficient · 3
$7,995154,873 mi

Comparison: 3 similar vehicles

Waterbury, CT

2007 Honda Ridgeline RTS

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

2007 Honda Ridgeline RTS

Manchester, CT

UnscoredInsufficient · 4
$7,995191,834 mi

Comparison: 4 similar vehicles

Manchester, CT

2006 Dodge Dakota ST

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

2006 Dodge Dakota ST

Smithtown, NY

Unscored
$7,99565,364 mi

Comparison: 5 similar vehicles

Smithtown, NY

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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