Posts Tagged: web analytics dashboard


22
Apr 10

A Web Analytics Framework

I recently completed the Web Analytics Master Certification by Market Motive. Learned a ton with John Marshall (founder of Clicktracks) and Avinash as my instructors.

In order to showcase our learning, as a final project each student was required to develop two “web analytics reports” from scratch. The reports were to be created as if I was delivering them to a CEO or CMO on a monthly basis.  The reports were to include a “dashboard,” with KPIs, Segments, and what has changed from the previous month to the current month and of course, my recommendations for improvement.

(Scroll to the bottom of the post to see the Web Analytics Framework & Dashboard)

In the process of sorting out what was important to include in my reports, I thought back to the first module of our web analytics course, where we discussed the importance of “clearly defining your website’s objectives.”

We talked about how with any analytics tool there is a plethora of data to choose from, graphs and charts that can be created, but Avinash and Jon drilled into our heads that in order to be successful, you need to be very clear on those objectives before you even crack open your web analytics tool of choice.  Additionally, in one of Avinash’s posts, he talks about how important it is to define and focus on the “Critical Few” metrics that really drive your business.

With that in mind I set out to create a structure for my reports would give a quick holistic view of our top level business objectives, what activities we are doing to meet those objectives, and how well we are doing against them.  The underlying idea is that any before I pull any data from my analytics tool,  I should understand/define how it aligns with the top level objectives of my website.  I bounced around several ideas late one night with Avinash via email about Objectives, Goals, KPIs and Targets, and what resulted was the creation of a model I called a “Bike Company X Web Analytics Framework”  for my report.  The Framework captured these top level goals for the site and tied them into specific KPIs and threshold levels for the KPIs – with the idea that a HiPPO (as Avinash likes to call Sr. Mgmt) would be able to quickly understand exactly what data I’m pulling from my analytics tool and why  ( b/c they are tied to top level objectives).

I was surprised (in a positive way) last Sunday night when Avinash emailed me and asked if he could post a screen shot of the framework in his upcoming blog post as a best practice example of  how to approach web analytics by putting a structure around one’s work. It was a definite honor to get a “mention” from Avinash on his blog.  Very exciting.

So for example for the bike parts company I did one of my projects on,  I started the report like this:

First Things First

The purpose of this report is to provide actionable insights for the “Bike Company X”  e-commerce website each month.   We utilize the following framework to understand our objectives and measure against those objectives:

  1. Business Objectives: the foundation of our process is to define the overarching purpose for our website.   ( sell lots of motorcycle parts,  be better at marketing, build goodwill )
  2. Goals: with these objectives in mind, we can define some high level goals to help identify the specific activities we should spend our valuable time on.  (more sales, build a customer database for marketing, serve as a resource to the riding community).
  3. KPIs: our Key Performance Indicators are the metrics attached to our goals: (Monthly Revenue, # of new registrations per month, # of visits to our resource pages).
  4. KPI Target: our threshold for measuring success.  Did we meet or miss our target?
  5. Segments: we then drill down into the various visitor types to better understand what groups of visitors are responsible for helping us meet (or not meet) our targets.

Below is the Web Analytics Framework Screenshot (example from the bike parts website).

The Web Analytics Framework

Web Analytics Framework

For the same company, I also created a dashboard that pulled in most of the KPIs from the above framework.  I found that once I had the framework developed, it was fairly easy to decide what to include in my dashboard.  (this dashboard was inspired by a web analytics dashboard designed by Stratigent and available on the CD that comes with Avinash’s book Web Analytics 2.0)

web analytics dashboard with KPIs and Targets

What are your thoughts?  I’m firm believer in continuous improvement.  Would love to hear any ideas or suggestions to make this better.