SlideShare a Scribd company logo
1 of 14
Download to read offline
Succesfully Selecting
Customer Feedback
Analysis Solutions
!

A buyer’s guide
There are many different solutions to
analyse text feedback	

!
!

How to pick the one that really
supports you in your goal of enhancing
the customer journey?
You are looking for an enterprise-class solution that:	

!

Accurately detects both feedback topics and topic
sentiments, in multiple languages	

!

Provides analysis that is relevant to your industry	

!

Results in actionable insight without the need for expert
manual analysis work	

!
!

Following are 10 points to pay attention to when selecting
an enterprise-class customer feedback analysis solution
1. SPEED
!

Analysis insights are no longer relevant if received too late	

!

Manual analysis might increase quality, but is slow and
expensive	

!
!

If real-time analysis and the ability to react quickly to
feedback are important to you, select a solution that
minimises manual analysis work
2. MULTI-LANGUAGE SUPPORT
!

Customer feedback comes in many languages	

!

First translating it means you will lose a lot of the essence	

!

Especially sentiment analysis might become close to
meaningless	

!
!

If multi-language analysis is important to you, look for a
solution that does the analysis in the original source
language itself
3. AVOID HAVING TO BECOME AN EXPERT
YOURSELF
!

Some solutions still require you to do a lot of manual work 	

!

Are you willing to take the time and effort to become an
expert? Do you want to go and try to dig out the insights
from vast buckets of data yourself?	

!

Would you rather focus on the decision making?	

!
!

Look for a solution that automatically brings to the
forefront the feedback topics and themes that are
relevant to you and your business
4. ANALYSIS ACCURACY HAS TO BE HIGH
!

Accuracy in determining topics and topic sentiments needs to
be high to be able to trust the analysis	

!

It is not sufficient to only identify sentiments on a company,
brand or whole feedback comment level	

!

To be able to correctly identify the aspects of your business
that need taking action, it is important that the solution
identifies the topics and topic sentiments correctly	

!
!

Look for solutions with accuracy levels over 85% so that
the results become trustworthy
5. VISUALIZATION THAT DELIVERS ACTIONABLE
INSIGHT
!

It is important to easily see the areas in your customer
feedback you will need to take action on	

!

You will probably want to drill down on the analysis by
creating various kinds of filters and reports, without the need
for a lot of manual analysis work	

!
!

Look for a solution with intuitive, easy-to-use
visualisation, allowing you to create filters and reports
dynamically
6. SIMPLE APIs
!

Feedback is typically available from multiple sources	

!

It also comes in different formats	

!

Often it consists of a mix of real-time feedback sources and ad
hoc surveys	

!
!

Look for a solution which allows you to easily aggregate
the analysis of the various data sources, with easy-to-use
APIs for real-time and batch processing. In addition, you
should have the possibility to manually upload one-off
surveys
7. ABILITY TO ANALYZE ANY KIND OF FEEDBACK
CHANNEL
!

Customer experience management is a dynamic environment	

!

Many different feedback channels across various touch points	

!

You will most probably want to add new feedback channels
flexibly, without minimal effort	

!
!

Look for a solution enabling you to add feedback channels
flexibly and easily without having to turn to additional
vendors
8. SYSTEM LEARNING
!

The way people express themselves changes over time,
especially in Social Media	

!

To keep the analysis and insights up-to-date you will want to
be sure new terms and expressions are included in the analysis	

!
!

Look for a solution that has built-in automatic processes,
continuously picking up the learnings and improvements
from the entire customer base and across various
industries
9. DEPLOYMENT MODEL
!

When deploying a customer feedback solution you will want
to get up and running quickly	

!

Avoid long preparation projects and SW deployment programs	

!
!
!

Look for a solution that is easy to set up and take into
use, without the need for long and complicated
deployment and customisation projects
10. VENDOR SUPPORT ORGANISATION NEEDS
RIGHT LEVEL COMPETENCIES
!

As we have seen, accurate analysis is needed to get actionable
insights out of text-based customer feedback	

!

Continuous adaptation to changes in language, expressions and
terminology is important	

!

You need to feel that you can trust the vendor to have the
needed expertise to properly address these issues	

!
!

Look for a vendor that has the needed PhD-level
computational linguistic experts in-house
Keen to see how Etuma
ticks all the boxes?
!

Contact us for a free
trial: www.etuma.com

More Related Content

Recently uploaded

Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
amitlee9823
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
dlhescort
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
amitlee9823
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
daisycvs
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
amitlee9823
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
lizamodels9
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
Matteo Carbone
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
dollysharma2066
 

Recently uploaded (20)

Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort ServiceEluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
Eluru Call Girls Service ☎ ️93326-06886 ❤️‍🔥 Enjoy 24/7 Escort Service
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
 
Organizational Transformation Lead with Culture
Organizational Transformation Lead with CultureOrganizational Transformation Lead with Culture
Organizational Transformation Lead with Culture
 
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
Quick Doctor In Kuwait +2773`7758`557 Kuwait Doha Qatar Dubai Abu Dhabi Sharj...
 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 May
 
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRLMONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
MONA 98765-12871 CALL GIRLS IN LUDHIANA LUDHIANA CALL GIRL
 
Famous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st CenturyFamous Olympic Siblings from the 21st Century
Famous Olympic Siblings from the 21st Century
 
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
Call Girls Electronic City Just Call 👗 7737669865 👗 Top Class Call Girl Servi...
 
Falcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investorsFalcon Invoice Discounting: The best investment platform in india for investors
Falcon Invoice Discounting: The best investment platform in india for investors
 
Business Model Canvas (BMC)- A new venture concept
Business Model Canvas (BMC)-  A new venture conceptBusiness Model Canvas (BMC)-  A new venture concept
Business Model Canvas (BMC)- A new venture concept
 
Uneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration PresentationUneak White's Personal Brand Exploration Presentation
Uneak White's Personal Brand Exploration Presentation
 
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ❤️8448577510 ⊹Best Escorts Service In 24/7 Delh...
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usageInsurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 

Featured

How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
ThinkNow
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
 

Featured (20)

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 

Customer Feedback Analysis Solution Buyer's Guide

  • 1. Succesfully Selecting Customer Feedback Analysis Solutions ! A buyer’s guide
  • 2. There are many different solutions to analyse text feedback ! ! How to pick the one that really supports you in your goal of enhancing the customer journey?
  • 3. You are looking for an enterprise-class solution that: ! Accurately detects both feedback topics and topic sentiments, in multiple languages ! Provides analysis that is relevant to your industry ! Results in actionable insight without the need for expert manual analysis work ! ! Following are 10 points to pay attention to when selecting an enterprise-class customer feedback analysis solution
  • 4. 1. SPEED ! Analysis insights are no longer relevant if received too late ! Manual analysis might increase quality, but is slow and expensive ! ! If real-time analysis and the ability to react quickly to feedback are important to you, select a solution that minimises manual analysis work
  • 5. 2. MULTI-LANGUAGE SUPPORT ! Customer feedback comes in many languages ! First translating it means you will lose a lot of the essence ! Especially sentiment analysis might become close to meaningless ! ! If multi-language analysis is important to you, look for a solution that does the analysis in the original source language itself
  • 6. 3. AVOID HAVING TO BECOME AN EXPERT YOURSELF ! Some solutions still require you to do a lot of manual work ! Are you willing to take the time and effort to become an expert? Do you want to go and try to dig out the insights from vast buckets of data yourself? ! Would you rather focus on the decision making? ! ! Look for a solution that automatically brings to the forefront the feedback topics and themes that are relevant to you and your business
  • 7. 4. ANALYSIS ACCURACY HAS TO BE HIGH ! Accuracy in determining topics and topic sentiments needs to be high to be able to trust the analysis ! It is not sufficient to only identify sentiments on a company, brand or whole feedback comment level ! To be able to correctly identify the aspects of your business that need taking action, it is important that the solution identifies the topics and topic sentiments correctly ! ! Look for solutions with accuracy levels over 85% so that the results become trustworthy
  • 8. 5. VISUALIZATION THAT DELIVERS ACTIONABLE INSIGHT ! It is important to easily see the areas in your customer feedback you will need to take action on ! You will probably want to drill down on the analysis by creating various kinds of filters and reports, without the need for a lot of manual analysis work ! ! Look for a solution with intuitive, easy-to-use visualisation, allowing you to create filters and reports dynamically
  • 9. 6. SIMPLE APIs ! Feedback is typically available from multiple sources ! It also comes in different formats ! Often it consists of a mix of real-time feedback sources and ad hoc surveys ! ! Look for a solution which allows you to easily aggregate the analysis of the various data sources, with easy-to-use APIs for real-time and batch processing. In addition, you should have the possibility to manually upload one-off surveys
  • 10. 7. ABILITY TO ANALYZE ANY KIND OF FEEDBACK CHANNEL ! Customer experience management is a dynamic environment ! Many different feedback channels across various touch points ! You will most probably want to add new feedback channels flexibly, without minimal effort ! ! Look for a solution enabling you to add feedback channels flexibly and easily without having to turn to additional vendors
  • 11. 8. SYSTEM LEARNING ! The way people express themselves changes over time, especially in Social Media ! To keep the analysis and insights up-to-date you will want to be sure new terms and expressions are included in the analysis ! ! Look for a solution that has built-in automatic processes, continuously picking up the learnings and improvements from the entire customer base and across various industries
  • 12. 9. DEPLOYMENT MODEL ! When deploying a customer feedback solution you will want to get up and running quickly ! Avoid long preparation projects and SW deployment programs ! ! ! Look for a solution that is easy to set up and take into use, without the need for long and complicated deployment and customisation projects
  • 13. 10. VENDOR SUPPORT ORGANISATION NEEDS RIGHT LEVEL COMPETENCIES ! As we have seen, accurate analysis is needed to get actionable insights out of text-based customer feedback ! Continuous adaptation to changes in language, expressions and terminology is important ! You need to feel that you can trust the vendor to have the needed expertise to properly address these issues ! ! Look for a vendor that has the needed PhD-level computational linguistic experts in-house
  • 14. Keen to see how Etuma ticks all the boxes? ! Contact us for a free trial: www.etuma.com