By Andrew Lane
I’m always saying to my wife ‘I
can’t remember everything you say to me, I wouldn’t have any room left in my
brain’! I’m sure everything I need to remember to do, pick up, drop off,
fix etc. is in there but (like all men) I often miss that vital detail which
would make my life much simpler….
For most businesses, the same is
true of their customers – extensive, wide-ranging and almost certainly detailed
feedback is coming in 24/7. All collected in huge Excel docs (other spreadsheets
are available) and stored away. Thousands of lines of direct feedback on
how customers and partners think the business can help them which is never fed
into planning cycles for sales staff, marketing campaigns, or other customer
touch points - too labour intensive to read line by line and analyse.
Microsoft is no different to
these businesses – they collect this ‘verbatim comment’ data from events,
customer service lines, surveys and other channels 100’s of times a year…..then
hide it in the dark when it could help make marketing spend much more
effective. Metia was approached to see if it could help alleviate this
issue at a time when the customer and partner experience team were running
numerous manual data mining exercises. The workload was becoming
unmanageable.
‘Spotlight’ was born, a Windows
desktop application allowing any user to load verbatim comments and see
the most frequent keywords, their connections to other keywords, search for
specific keywords in the verbatim comments plus, produce reports visually
representing the sentiment of the comments. SQL Server analyses every
word, removes ‘noise’ words (and, the, be etc.) and produces a list of the
keywords in frequency order in a ready prepared Excel file. Users can then
use the SQL data mining add-in to create standard visual reports. A
simple tool allows the user to select keywords of importance to them and with
one click create a custom report showing all those comments containing those
keywords.
The impact? Any business,
within any country (a number of other languages are supported) can now dust off
those verbatim comment files, run a report and instantly see where they should effectively
spend marketing funds, allocate resources or change processes.
If only I could get
my wife to write everything she says in an Excel file...