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TAME YOUR DATA SEGMENTING USER FEEDBACK #FTW
ABOUT ME 
Rodrigo 
Fuentes 
is 
the 
co-­‐founder 
of 
ListenLoop, 
a 
feedback 
management 
pla9orm 
that 
monitors 
what 
your 
customers 
are 
doing 
in 
your 
website, 
then 
triggers 
ques=ons 
to 
capture 
feedback, 
measure 
customer 
sa=sfac=on, 
and 
more.
SEGMENTING USERS
DISTRIBUTION OF FEEDBACK 
PRIORITY FIX?
MISTAKE: Listen to the loudest majority.
SEGMENTED FEEDBACK
SEGMENTED FEEDBACK 
STILL A PRIORITY?
REVIEW 3 FEEDBACK METHODS 
SUPPORT | SURVEYS | IN-APP
SUPPORT TICKETS
SUPPORT TICKETS 
1. AGENTS LABEL TICKETS
SUPPORT TICKETS 
2. EXPORT DATA TO CSV 
SOME CODING MAY BE REQUIRED DEPENDING 
ON YOUR SUPPORT SOFTWARE. 
See https://github.com/apanzerj/DumpToCSV
SUPPORT TICKETS 
2. EVENTUALLY GET THIS 
ADD COLUMNS FOR EACH SEGMENTATION VARIABLE 
SUCH AS “ACCOUNT_TYPE” OR “LTV” AND OTHERS.
SUPPORT TICKETS 
3. CROSS-REFERENCE & ADD CUSTOMER DATA 
POPULATE ACCOUNT TYPE AND OTHER VARIABLES 
FROM YOUR CUSTOMER RECORDS, CRM, ETC.
SUPPORT TICKETS 
4. CREATE SEGMENTED REPORTS
SUPPORT TICKETS 
PROS CONS 
• Conceptually simple 
• Great for low volume 
• Manual work can be 
eliminated through 
engineering 
• Takes hours per 
100 support tickets 
• Impossible with 
high-volume 
• PITA if done 
manually
SURVEYS
SURVEYS 
1. SEND SURVEYS VIA EMAIL
SURVEYS 
BUT WHEN’S THE LAST TIME YOU 
FINISHED AN EMAILED SURVEY?
SURVEYS 
PUTTING THAT ASIDE, 
CAN BE A GOOD METHOD 
BECAUSE…
SURVEYS 
2. EXPORT IS SIMPLE – JUST PRESS A BUTTON
SURVEYS 
3. PROGRAMMATICALLY ADD USER DATA 
Get account type and from user 
records by including URL params
SURVEYS 
3. INCLUDE URL PARAMS IN SURVEY LINK
SURVEYS 
PROS CONS 
• Great if you have 
10K+ recipients to 
counteract low 
participation rate 
• segmentation is 
easier with URL 
parameters 
• May capture 
biased data set 
• Annoying 
customers 
• PITA if done 
manually
IN-APP FEEDBACK
IN-APP FEEDBACK 
1. SETUP QUESTIONS & TRIGGER POINTS 
WITH )
IN-APP FEEDBACK 
2. PASS USER PARAMS WITH JAVASCRIPT
IN-APP FEEDBACK 
3. EXPORT AND REVIEW SEGMENTED DATA
IN-APP FEEDBACK 
PROS CONS 
• High response rates 
• Selectively trigger 
questions based on 
user behavior 
• Segmentation data 
from user model or 
behavior 
• Requires JS tag 
on website 
• Potential sampling 
issue because 
selective triggers 
may not represent 
entire user base
CONCLUSIONS 
• SEGMENT USERS WHO PROVIDE FEEDBACK FOR 
BETTER PRODUCT DECISION-MAKING 
• THERE ARE MANY WAYS TO SEGMENT FEEDBACK 
• USE THE METHOD BEST SUITED FOR YOUR 
RESOURCE CONSTRAINTS
For more tips on communication and engagement 
across the customer lifecycle, visit: 
http://blog.listenloop.com

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Tame Your Data: Segmenting Users and Their Feedback #FTW