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Web Analytics evaluation

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This comparison reflects vendor information and is informed by Avinash Kaushik's Web Analytics Vendor tools Comparison (and one challenge)

The Technical bits

Omniture Sitecatalyst Webtrends Google Analytics
Enterprise-class Enterprise-class product that has had time to evolve Enterprise-class for beginners
Advanced real time
Segmentation
data warehousing backend leads to greater flexibility  simple easy to use
Drag-and-drop dashboard design Unlimited data collection & report optimisation data democracy through data sharing as you don't need specialised analysts to understand data
Cross-Device Visitor Identification scalable
Cross Chanel and multimedia tracking
Click Map graphic overlays optimising search/spend - dynamic searching customised reporting
Pre-built reporting PPC data optimised Google integration and reliability
Custom reporting no incremental costs visualised data
qualitative and
quantitative data
generate actionable data immediately - before you tag easily customisable
Vast resources 3rd party data from social networks, RSS, iTunes  
at a cost at a cost Free

The Bottom Line

Beginners: try a free web analytics first, work out what you need it to do then progress to purchasing the next level of Web Analytics from an informed position.

Experts: the right Web analytics is out there - please let yippie IA know what has worked for you here.