Skip to main content
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 20, 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

45,034 listings found

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Dornsife, PA

UnscoredLimited · 6
$1,800258,044 mi

Comparison: 6 similar vehicles

Dornsife, PA

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Lancaster, PA

UnscoredInsufficient · 4
$1,950183,001 mi

Comparison: 4 similar vehicles

Lancaster, PA

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 · 13
$2,500Mileage not verified

Comparison: 13 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 · 16
$2,500Mileage not verified

Comparison: 16 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 · 27
$2,500242,500 mi

Comparison: 27 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 · 27
$2,500Mileage not verified

Comparison: 27 similar vehicles

Allentown, PA

1998 Ford Ranger XL

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

1998 Ford Ranger XL

Dornsife, PA

UnscoredInsufficient · 0
$2,500246,407 mi

Dornsife, PA

2003 Ford Ranger Edge

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

2003 Ford Ranger Edge

Roaring Spring, PA

UnscoredInsufficient · 0
$2,624226,469 mi

Roaring Spring, 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

2000 Ford Ranger XLT

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

2000 Ford Ranger XLT

Dornsife, PA

UnscoredLimited · 5
$2,895202,313 mi

Comparison: 5 similar vehicles

Dornsife, 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 · 3
$2,900Mileage not verified

Comparison: 3 similar vehicles

Philadelphia, PA

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Dornsife, PA

UnscoredLimited · 9
$2,990213,658 mi

Comparison: 9 similar vehicles

Dornsife, PA

1998 Ford F-150 XLT

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

1998 Ford F-150 XLT

Dornsife, PA

UnscoredInsufficient · 0
$2,990240,661 mi

Dornsife, PA

2004 Dodge Dakota Sport

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

2004 Dodge Dakota Sport

Dornsife, PA

UnscoredInsufficient · 0
$2,995237,993 mi

Dornsife, PA

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

Dornsife, PA

UnscoredLimited · 10
$2,995236,545 mi

Comparison: 10 similar vehicles

Dornsife, PA

2002 Ford Explorer Sport Trac Premium

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

2002 Ford Explorer Sport Trac Premium

Dornsife, PA

UnscoredInsufficient · 0
$2,995215,296 mi

Dornsife, PA

2000 Ford F-150 XL

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

2000 Ford F-150 XL

Dornsife, PA

UnscoredInsufficient · 0
$2,995179,792 mi

Dornsife, PA

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Dornsife, PA

UnscoredInsufficient · 3
$2,995202,699 mi

Comparison: 3 similar vehicles

Dornsife, PA

1998 Ford F-150 STANDARD

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

1998 Ford F-150 STANDARD

Dornsife, PA

UnscoredInsufficient · 4
$2,995259,560 mi

Comparison: 4 similar vehicles

Dornsife, PA

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

UnscoredLimited · 14
$3,000Mileage not verified

Comparison: 14 similar vehicles

Philadelphia, PA

2000 Ford F-150 XLT

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

2000 Ford F-150 XLT

Dornsife, PA

UnscoredInsufficient · 0
$3,000174,625 mi

Dornsife, PA

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

Bath, PA

Fair PriceLimited · 11
$3,495Mileage not verified

Market: $2,995 – $9,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bath, PA

1999 Ford F-150 WORK SERIES

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

1999 Ford F-150 WORK SERIES

Dornsife, PA

UnscoredInsufficient · 0
$3,495201,580 mi

Dornsife, 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

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

Nazareth, PA

UnscoredLimited · 10
$3,500144,062 mi

Comparison: 10 similar vehicles

Nazareth, PA

2005 GMC Sierra 1500 SLE

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

2005 GMC Sierra 1500 SLE

Dornsife, PA

UnscoredInsufficient · 4
$3,500201,800 mi

Comparison: 4 similar vehicles

Dornsife, PA

2003 Chevrolet S-10 LS

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

2003 Chevrolet S-10 LS

Dornsife, PA

UnscoredLimited · 12
$3,500212,920 mi

Comparison: 12 similar vehicles

Dornsife, PA

2003 Chevrolet S-10 LS

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

2003 Chevrolet S-10 LS

Dornsife, PA

UnscoredLimited · 12
$3,500334,944 mi

Comparison: 12 similar vehicles

Dornsife, 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

Dornsife, PA

UnscoredInsufficient · 4
$3,500205,951 mi

Comparison: 4 similar vehicles

Dornsife, PA

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Shamokin, PA

UnscoredInsufficient · 0
$3,500113,000 mi

Shamokin, PA

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

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

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 · 25
$3,900Mileage not verified

Comparison: 25 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

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Harrisburg, PA

UnscoredInsufficient · 3
$3,900183,927 mi

Comparison: 3 similar vehicles

Harrisburg, PA

2007 Chevrolet Silverado Classic 1500 LS

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

2007 Chevrolet Silverado Classic 1500 LS

Dornsife, PA

UnscoredInsufficient · 0
$3,995238,371 mi

Dornsife, PA

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Dornsife, PA

UnscoredInsufficient · 3
$3,995229,795 mi

Comparison: 3 similar vehicles

Dornsife, PA

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 Ford F-150 XLT

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

2006 Ford F-150 XLT

Belle Vernon, PA

Great DealLimited · 16
$3,995105,890 mi

Market: $5,995 – $9,999

Comparison: 16 similar vehicles

Competitively priced ~33% below the typical range compared to similar vehicles · 1619 days listed (based on current market benchmarks)

Belle Vernon, PA

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Dornsife, PA

UnscoredInsufficient · 0
$3,995247,338 mi

Dornsife, 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

Dornsife, PA

UnscoredModerate · 42
$3,995229,669 mi

Comparison: 42 similar vehicles

Dornsife, PA

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

Dornsife, PA

UnscoredInsufficient · 3
$3,995232,400 mi

Comparison: 3 similar vehicles

Dornsife, PA

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Dornsife, PA

UnscoredInsufficient · 3
$3,995191,545 mi

Comparison: 3 similar vehicles

Dornsife, PA

2002 GMC Sierra 1500 Standard

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

2002 GMC Sierra 1500 Standard

Dornsife, PA

UnscoredInsufficient · 0
$3,995228,137 mi

Dornsife, PA

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Dornsife, PA

UnscoredInsufficient · 4
$3,995260,344 mi

Comparison: 4 similar vehicles

Dornsife, PA

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Dornsife, PA

UnscoredInsufficient · 4
$3,995212,480 mi

Comparison: 4 similar vehicles

Dornsife, PA

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Boalsburg, PA

UnscoredInsufficient · 3
$3,995150,000 mi

Comparison: 3 similar vehicles

Boalsburg, PA

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.