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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 18, 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

19,993 listings found

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Burlington, NJ

UnscoredLimited · 11
$1,995261,473 mi

Comparison: 11 similar vehicles

Burlington, NJ

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Clayton, NJ

UnscoredInsufficient · 0
$2,495320,000 mi

Clayton, NJ

2012 Chevrolet Colorado 1LT

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

2012 Chevrolet Colorado 1LT

Philadelphia, PA

UnscoredLimited · 12
$2,500Mileage not verified

Comparison: 12 similar vehicles

Philadelphia, PA

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Philadelphia, PA

UnscoredLimited · 6
$2,500Mileage not verified

Comparison: 6 similar vehicles

Philadelphia, PA

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

Morrisville, PA

UnscoredModerate · 20
$2,500242,500 mi

Comparison: 20 similar vehicles

Morrisville, PA

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Allentown, PA

UnscoredModerate · 31
$2,500Mileage not verified

Comparison: 31 similar vehicles

Allentown, PA

2008 Honda Ridgeline RTX

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

2008 Honda Ridgeline RTX

Philadelphia, PA

UnscoredInsufficient · 4
$2,700Mileage not verified

Comparison: 4 similar vehicles

Philadelphia, PA

2007 Ford F-150 FX4

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

2007 Ford F-150 FX4

Philadelphia, PA

UnscoredInsufficient · 4
$2,900Mileage not verified

Comparison: 4 similar vehicles

Philadelphia, PA

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Washington Township, NJ

UnscoredInsufficient · 4
$2,995Mileage not verified

Comparison: 4 similar vehicles

Washington Township, NJ

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

New Castle, DE

UnscoredModerate · 24
$2,995Mileage not verified

Comparison: 24 similar vehicles

New Castle, DE

2001 Dodge Ram Pickup SLT

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

2001 Dodge Ram Pickup SLT

Burlington, NJ

UnscoredInsufficient · 0
$2,995119,528 mi

Burlington, NJ

2006 GMC Sierra 1500 SLE2

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

2006 GMC Sierra 1500 SLE2

Ewing Township, NJ

UnscoredInsufficient · 0
$2,999339,644 mi

Ewing Township, NJ

No Photo

2010 Ford F-150 XLT

Delran, NJ

UnscoredLimited · 7
$3,000243,000 mi

Comparison: 7 similar vehicles

Delran, NJ

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Philadelphia, PA

UnscoredInsufficient · 4
$3,000Mileage not verified

Comparison: 4 similar vehicles

Philadelphia, PA

2001 Ford F-150 King Ranch

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

2001 Ford F-150 King Ranch

Sewell, NJ

UnscoredInsufficient · 0
$3,295165,000 mi

Sewell, NJ

2011 Ford F-150 STX

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

2011 Ford F-150 STX

Vineland, NJ

UnscoredLimited · 11
$3,450332,365 mi

Comparison: 11 similar vehicles

Vineland, NJ

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Philadelphia, PA

UnscoredModerate · 46
$3,500140,000 mi

Comparison: 46 similar vehicles

Philadelphia, PA

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Philadelphia, PA

UnscoredLimited · 7
$3,500Mileage not verified

Comparison: 7 similar vehicles

Philadelphia, PA

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Philadelphia, PA

UnscoredInsufficient · 4
$3,500Mileage not verified

Comparison: 4 similar vehicles

Philadelphia, PA

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

Hamilton Township, NJ

UnscoredInsufficient · 4
$3,500258,508 mi

Comparison: 4 similar vehicles

Hamilton Township, NJ

2004 Ford F-150 FX4

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

2004 Ford F-150 FX4

Morrisville, PA

Salvage title
$3,599262,493 mi

Morrisville, PA

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Philadelphia, PA

UnscoredLimited · 7
$3,600Mileage not verified

Comparison: 7 similar vehicles

Philadelphia, PA

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

Sewell, NJ

UnscoredLimited · 5
$3,650230,442 mi

Comparison: 5 similar vehicles

Sewell, NJ

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

Philadelphia, PA

UnscoredInsufficient · 3
$3,695216,714 mi

Comparison: 3 similar vehicles

Philadelphia, PA

2004 Ford Explorer Sport Trac Adrenalin

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

2004 Ford Explorer Sport Trac Adrenalin

Washington Township, NJ

UnscoredInsufficient · 0
$3,725Mileage not verified

Washington Township, NJ

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Sewell, NJ

UnscoredLimited · 6
$3,850176,780 mi

Comparison: 6 similar vehicles

Sewell, NJ

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Philadelphia, PA

UnscoredModerate · 21
$3,900Mileage not verified

Comparison: 21 similar vehicles

Philadelphia, PA

2012 GMC Sierra 1500 Work Truck

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

2012 GMC Sierra 1500 Work Truck

Newtown, PA

UnscoredLimited · 5
$3,900174,869 mi

Comparison: 5 similar vehicles

Newtown, PA

2011 GMC Sierra 1500 SL

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

2011 GMC Sierra 1500 SL

East Lansdowne, PA

UnscoredInsufficient · 3
$3,900230,000 mi

Comparison: 3 similar vehicles

East Lansdowne, PA

2011 Chevrolet Colorado 1LT

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

2011 Chevrolet Colorado 1LT

Lawrence Township, NJ

UnscoredInsufficient · 0
$3,977170,220 mi

Lawrence Township, NJ

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

Buena, NJ

UnscoredLimited · 7
$3,990185,923 mi

Comparison: 7 similar vehicles

Buena, NJ

2001 Dodge Dakota SPORT

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

2001 Dodge Dakota SPORT

Buena, NJ

UnscoredInsufficient · 0
$3,990183,380 mi

Buena, NJ

2007 Honda Ridgeline RT

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

2007 Honda Ridgeline RT

Catasauqua, PA

UnscoredInsufficient · 0
$3,995204,609 mi

Catasauqua, PA

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Maple Shade, NJ

UnscoredInsufficient · 4
$3,995223,277 mi

Comparison: 4 similar vehicles

Maple Shade, NJ

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Vineland, NJ

UnscoredInsufficient · 0
$3,995154,364 mi

Vineland, NJ

2002 Ford F-150 King Ranch

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

2002 Ford F-150 King Ranch

Wilmington, DE

UnscoredInsufficient · 0
$3,995200 mi

Wilmington, DE

2002 GMC Sierra 2500HD SLE

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

2002 GMC Sierra 2500HD SLE

Clayton, NJ

UnscoredInsufficient · 0
$3,995257,636 mi

Clayton, NJ

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)

Clayton, NJ

UnscoredLimited · 6
$4,195190,799 mi

Comparison: 6 similar vehicles

Clayton, NJ

2008 Dodge Ram 1500 Pickup SXT

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

2008 Dodge Ram 1500 Pickup SXT

Washington Township, NJ

UnscoredInsufficient · 0
$4,299149,630 mi

Washington Township, NJ

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Ewing Township, NJ

UnscoredLimited · 8
$4,399192,257 mi

Comparison: 8 similar vehicles

Ewing Township, NJ

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Trenton, NJ

UnscoredInsufficient · 4
$4,399278,351 mi

Comparison: 4 similar vehicles

Trenton, NJ

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

Philadelphia, PA

UnscoredLimited · 6
$4,400Mileage not verified

Comparison: 6 similar vehicles

Philadelphia, PA

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Vineland, NJ

UnscoredLimited · 6
$4,450282,835 mi

Comparison: 6 similar vehicles

Vineland, NJ

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

Philadelphia, PA

UnscoredLimited · 5
$4,489163,531 mi

Comparison: 5 similar vehicles

Philadelphia, PA

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Pennsauken Township, NJ

UnscoredLimited · 10
$4,495147,788 mi

Comparison: 10 similar vehicles

Pennsauken Township, NJ

2008 Ford Ranger XL

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

2008 Ford Ranger XL

Sewell, NJ

UnscoredInsufficient · 0
$4,495217,668 mi

Sewell, NJ

1997 Ford F-150 STANDARD

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

1997 Ford F-150 STANDARD

East Lansdowne, PA

UnscoredInsufficient · 0
$4,500148,000 mi

East Lansdowne, PA

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Philadelphia, PA

UnscoredLimited · 7
$4,700Mileage not verified

Comparison: 7 similar vehicles

Philadelphia, PA

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Upper Chichester, PA

UnscoredInsufficient · 0
$4,850178,126 mi

Upper Chichester, PA

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

Washington Township, NJ

UnscoredLimited · 18
$4,900227,111 mi

Comparison: 18 similar vehicles

Washington Township, NJ

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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