My last name is Gross, not
Shyamalan, which should have been clearly illustrated above with my “…”
cliffhanger. My lack of ability to twist
a plot and the realization that table settings alone make for a crappy dinner
party has compelled me to give you all (all three of you) a two for one
introductory post. Lucky you.
Imagine a
world where web analytics segmentation tools allow you to not only specify what
a user saw/did but when they did it. Sigh. Too long have we been stuck within
the three dimensions of page, visit and visitor. Give me the fourth dimension. One day the vendors will hear my demands/pleas, but for
those who can’t wait and are using HBX or any other tool that allows you to
create campaigns there is in fact a work around.
Ok—here is the part where I give my
boss, Gary Angel, credit for not only teaching me this technique but also
already blogging on this technique. If
you have already read his posts on time based analysis you’ll find some repeated
content but I have written this to provide some new insights and ideas for
using the analysis.
At the most basic level the work
around consists of campaign(s) + segment= date parsing, in that order. As with all good analysis, however, a sizable
portion of thinking and planning should be spent before anything is built into
the web analytics tool. Obviously this
method can be effective for measuring the effectiveness and longevity of your
keyword, banner, email or other similar campaigns (just make sure your landing
pages have unique identifying parameters for each campaign). Additionally, do not overlook building
campaigns based on essential pages or links within your site. If you have an on site tool (not to be
confused in this post with your web analytics tool), especially one that is
several steps, consider doing a time segment analysis to see if it is
stimulating the change you expected it to. Trust me, it will be more interesting and telling than a funnel.
Once you
have decided the content you want to utilize for your time segmentation
analysis its time to build your campaigns. Unfortunately campaigns can only be built starting with a future data, so
the soonest you can begin collecting data is tomorrow. Campaign building is a quick, easy process
but it is important to not overlook your date range. Building a single campaign and giving it a
start date of July 1st and end date of July 31st gives no
options when it comes to segmentation and analysis. With a segment spanning from May 1st
through August 31st you could see what the people who came in on a
campaign or saw a specific page did before, after or during July. You would, however, have no idea if visitors
responded to the same campaign or viewed the same page before or after July or
when in July the page view/campaign entry occurred. It is more time consuming to build multiple campaigns
for the same site page or specific entry page URL parameter, but utilizing a
weekly or even daily granularity for campaigns will pay off. With weekly campaigns you could build a
segment to see what people did on your site who utilize a tool during the first
week of July and not access that tool in the four weeks before or four weeks
after.
When your campaigns are complete
and your segments have been built the rest is up to you, but I recommend
keeping it simple. Usually I will pull data from the month before tool access
to establish a baseline then weekly data from the week before at the four (or
more) weeks after the tool is used. Looking at a weekly granularity post on site tool use, campaign response
or page view will give you details on the residual effect, diminishing returns,
life span or acquisition cycle that you cannot see any other way. There are few, if any, instances where you
will need to build KPIs unique to the time based segment, for the most part
your most basic and essential KPIs should be telling. Be careful not to only look at metrics
relevant to what you expect the campaign, tool or page to do, indirect benefits
are always fun to pop into a PowerPoint for the higher ups.
Questions? Comments? Hate mail? Suggestions? Shoot me a
message at jgross@semphonic.com.
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