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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

4,446 listings found

2006 Dodge Sprinter Van Base

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

2006 Dodge Sprinter Van Base

Philadelphia, PA

UnscoredInsufficient · 0
$2,200Mileage not verified

Philadelphia, PA

2004 Ford Econoline Van Commercial

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

2004 Ford Econoline Van Commercial

Rockledge, PA

UnscoredLimited · 5
$2,295190,271 mi

Comparison: 5 similar vehicles

Rockledge, PA

1997 Ford Club Wagon XLT

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

1997 Ford Club Wagon XLT

Dornsife, PA

UnscoredInsufficient · 0
$2,995270,344 mi

Dornsife, PA

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Philadelphia, PA

UnscoredLimited · 11
$3,000Mileage not verified

Comparison: 11 similar vehicles

Philadelphia, PA

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Carlisle, PA

UnscoredLimited · 5
$3,295228,423 mi

Comparison: 5 similar vehicles

Carlisle, PA

2005 Chevrolet Express Cargo Work

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

2005 Chevrolet Express Cargo Work

Allentown, PA

UnscoredInsufficient · 4
$3,300174,052 mi

Comparison: 4 similar vehicles

Allentown, PA

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

East Lansdowne, PA

UnscoredLimited · 7
$3,450273,000 mi

Comparison: 7 similar vehicles

East Lansdowne, PA

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Walnutport, PA

UnscoredInsufficient · 4
$3,888260,000 mi

Comparison: 4 similar vehicles

Walnutport, PA

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Philadelphia, PA

UnscoredModerate · 40
$3,900Mileage not verified

Comparison: 40 similar vehicles

Philadelphia, PA

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Philadelphia, PA

UnscoredLimited · 5
$3,900Mileage not verified

Comparison: 5 similar vehicles

Philadelphia, PA

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Philadelphia, PA

UnscoredInsufficient · 3
$3,900Mileage not verified

Comparison: 3 similar vehicles

Philadelphia, PA

2013 RAM Cargo Van Base

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

2013 RAM Cargo Van Base

Dornsife, PA

UnscoredLimited · 7
$3,995210,611 mi

Comparison: 7 similar vehicles

Dornsife, PA

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Shippensburg, PA

UnscoredLimited · 12
$3,995263,110 mi

Comparison: 12 similar vehicles

Shippensburg, PA

2007 Ford Econoline Wagon Chateau

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

2007 Ford Econoline Wagon Chateau

Philadelphia, PA

UnscoredInsufficient · 0
$3,995280,270 mi

Philadelphia, PA

2004 Ford Econoline Van Commercial

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

2004 Ford Econoline Van Commercial

Dornsife, PA

UnscoredLimited · 6
$3,995264,063 mi

Comparison: 6 similar vehicles

Dornsife, PA

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Verona, PA

UnscoredLimited · 9
$3,999163,061 mi

Comparison: 9 similar vehicles

Verona, PA

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Dornsife, PA

UnscoredLimited · 16
$4,500254,842 mi

Comparison: 16 similar vehicles

Dornsife, PA

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Philadelphia, PA

UnscoredLimited · 12
$4,895302,868 mi

Comparison: 12 similar vehicles

Philadelphia, PA

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Philadelphia, PA

UnscoredModerate · 20
$4,900Mileage not verified

Comparison: 20 similar vehicles

Philadelphia, PA

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Dornsife, PA

UnscoredLimited · 16
$4,995332,533 mi

Comparison: 16 similar vehicles

Dornsife, PA

2005 Ford Econoline Van Commercial

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

2005 Ford Econoline Van Commercial

Harrisburg, PA

UnscoredLimited · 5
$4,995240,128 mi

Comparison: 5 similar vehicles

Harrisburg, PA

2002 Chevrolet Astro Cargo Base

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

2002 Chevrolet Astro Cargo Base

Shamokin, PA

UnscoredInsufficient · 0
$4,995171,200 mi

Shamokin, PA

2016 RAM Promaster City Tradesman

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

2016 RAM Promaster City Tradesman

New Salem, PA

UnscoredLimited · 9
$4,999161,438 mi

Comparison: 9 similar vehicles

New Salem, PA

2017 Ford Transit Connect XLT

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

2017 Ford Transit Connect XLT

Plumsteadville, PA

UnscoredLimited · 6
$5,190273,391 mi

Comparison: 6 similar vehicles

Plumsteadville, PA

2012 GMC Savana LS

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

2012 GMC Savana LS

Mechanicsburg, PA

UnscoredInsufficient · 0
$5,455160,686 mi

Mechanicsburg, PA

2010 Ford E-Series Econoline Van Commercial

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

2010 Ford E-Series Econoline Van Commercial

Reading, PA

UnscoredInsufficient · 3
$5,495146,164 mi

Comparison: 3 similar vehicles

Reading, PA

2011 Ford E-Series Econoline Van Commercial

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

2011 Ford E-Series Econoline Van Commercial

Wind Gap, PA

UnscoredInsufficient · 4
$5,500127,292 mi

Comparison: 4 similar vehicles

Wind Gap, PA

2015 Nissan NV Cargo SV

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

2015 Nissan NV Cargo SV

Reading, PA

UnscoredInsufficient · 3
$5,895227,180 mi

Comparison: 3 similar vehicles

Reading, PA

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Philadelphia, PA

UnscoredLimited · 6
$5,900Mileage not verified

Comparison: 6 similar vehicles

Philadelphia, PA

2016 Nissan NV Cargo S

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

2016 Nissan NV Cargo S

Norristown, PA

UnscoredLimited · 9
$5,990201,458 mi

Comparison: 9 similar vehicles

Norristown, PA

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Dornsife, PA

UnscoredLimited · 16
$5,995343,507 mi

Comparison: 16 similar vehicles

Dornsife, PA

2011 GMC Savana Cargo Base

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

2011 GMC Savana Cargo Base

DuBois, PA

UnscoredInsufficient · 0
$5,995219,423 mi

DuBois, PA

2007 Ford Econoline Wagon Chateau

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

2007 Ford Econoline Wagon Chateau

Altoona, PA

UnscoredInsufficient · 0
$5,995217,320 mi

Altoona, PA

2007 Chevrolet Express Cargo Work

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

2007 Chevrolet Express Cargo Work

Philadelphia, PA

UnscoredInsufficient · 4
$5,995141,172 mi

Comparison: 4 similar vehicles

Philadelphia, PA

2004 Ford Econoline Wagon XL

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

2004 Ford Econoline Wagon XL

Dornsife, PA

UnscoredInsufficient · 4
$5,995217,592 mi

Comparison: 4 similar vehicles

Dornsife, PA

2000 Chevrolet Express Base

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

2000 Chevrolet Express Base

Shamokin, PA

UnscoredInsufficient · 0
$5,995276,042 mi

Shamokin, PA

2007 Ford Econoline Wagon XL

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

2007 Ford Econoline Wagon XL

Slatington, PA

UnscoredInsufficient · 4
$5,999103,162 mi

Comparison: 4 similar vehicles

Slatington, PA

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Glen Rock, PA

UnscoredLimited · 6
$6,000195,909 mi

Comparison: 6 similar vehicles

Glen Rock, PA

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Plumsteadville, PA

UnscoredLimited · 11
$6,190162,610 mi

Comparison: 11 similar vehicles

Plumsteadville, PA

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Mount Pleasant, PA

UnscoredLimited · 7
$6,200Mileage not verified

Comparison: 7 similar vehicles

Mount Pleasant, PA

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Harrisburg, PA

UnscoredLimited · 19
$6,300195,936 mi

Comparison: 19 similar vehicles

Harrisburg, PA

2012 GMC Savana Cargo Base

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

2012 GMC Savana Cargo Base

Roaring Spring, PA

UnscoredInsufficient · 3
$6,448378,453 mi

Comparison: 3 similar vehicles

Roaring Spring, PA

2008 Ford E-Series Econoline Van Commercial

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

2008 Ford E-Series Econoline Van Commercial

Philadelphia, PA

UnscoredLimited · 12
$6,490167,569 mi

Comparison: 12 similar vehicles

Philadelphia, PA

1997 Ford Club Wagon XL

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

1997 Ford Club Wagon XL

Philadelphia, PA

UnscoredInsufficient · 0
$6,49046,816 mi

Philadelphia, PA

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Windber, PA

Fair PriceRobust · 50
$6,700104,596 mi

Market: $3,000 – $16,999

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Windber, PA

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Malvern, PA

UnscoredModerate · 30
$6,750210,120 mi

Comparison: 30 similar vehicles

Malvern, PA

2001 Ford Econoline Van Commercial

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

2001 Ford Econoline Van Commercial

Philadelphia, PA

UnscoredInsufficient · 4
$6,795121,830 mi

Comparison: 4 similar vehicles

Philadelphia, PA

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Harleysville, PA

UnscoredLimited · 6
$6,900176,976 mi

Comparison: 6 similar vehicles

Harleysville, PA

2017 GMC Savana Cargo Work Van

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

2017 GMC Savana Cargo Work Van

Lebanon, PA

UnscoredInsufficient · 3
$6,950214,521 mi

Comparison: 3 similar vehicles

Lebanon, PA

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Folcroft, PA

UnscoredLimited · 11
$6,995210,968 mi

Comparison: 11 similar vehicles

Folcroft, PA

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 manage their profile, 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, exports, and enhanced merchandising.
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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