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Monitoring and understanding what is said and how it is said enables companies to transform and adapt their behaviour with customers
• New social relationships style• Different opinions are spontaneously shared,
changing awareness of brand, products and services• New opportunities are opened in several areas of the
enterprise:
Social Media Analytics (SMA): the starting point to achieve the digital transformation of companies
• Makes it possible to disclose trends in opinions
• Makes it possible to evaluate the impact of campaigns and promotions
• Makes it possible to act according to customer expectations
• Makes it possible to identify awareness of products and brands
Communication
Marketing
Product development
Market research
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Portugal Customer Seminar. Confidential
Ernst & Young has developed a methodological framework to analyse unstructured information from Social Media
Crawling
KPIs and DashboardSource and
content weighting
Selection of search terms
Twitter Facebook
Blogs Forum
Database
Storage
Depuration of Information
Information Classified
by categories
1
…
n
Marketing
Reputation and brand
HHRR
Operations
Customer Support
Morphological and
Syntactical analysis
Language Dictionary
Sector specific
dictionary
Sentiment Analysis
• Products• Services• Image• General• Etc.
Workflow of actions
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Overview of our methodological framework
• Capture of unstructured information is necessary on a real-time basis:
• Social Networks (twitter, facebook, etc.)
• +100 million blogs• Forums and Online News
Websites (over 20.000)• A weigh is assigned to each
source and content depending on its tone, intensity and influence
• Information captured must be stored either in the cloud or in a local database
• Noise is cleared by audit and data quality checks
• The analysis of information allows its grouping according to different topics of interest
• Market tools incorporate the functionality to identify the sentiment of comments based on a language specific dictionary
• The dictionary approach needs to be complemented with a syntactical, morphological and text-mining analysis in order to understand what clients are talking about
• KPIs to measure state and changes of opinion over time
• Dashboard to support the decision making process, analyzing and identifying trends and explaining their impacts
• Generating a workflow of actions for each department involved
Control panel and Social Indicators
CrawlingInformation
Loading
Information Analysis and
categorization
Sentiment Analysis(sentiment mining)
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Portugal Customer Seminar. Confidential
Once extracted, the information will be required categorization according to different themesIllustrative Example
CORPORATE RESPONSIBILITY DIRECTORS
BRANDS / SERVICES
BRAND REPUTATION
POST-SALES SERVICES
ADVERTISING CAMPAIGNS
…/… PROMOTIONS
Requires a consensus with each client with a set of topics that will help achieve a better understanding of the information present in Social Media
Illustrative example of generic categorization Illustrative Example Telecommunications
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Portugal Customer Seminar. Confidential
The ability to identify sentiment makes it possible to establish if a specific conversation is positive or negative
Morphological and syntactic
analysis
Combination of words (idioms)
Coincidence of words (dictionary)
Success level
>85%
~60 %
~40%
• We perform three levels of sentiment analysis in order to understand the concepts transmitted
The great majority of social media listening tools only cover the first level of analysis, which is insufficient to obtain a good comprehension of feelings shared in comments
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Portugal Customer Seminar. Confidential
Positive expression of feelingIllustrative example
• “I was surprised at the seriousness "
• “In 48 hours I had my order "
• "I received an SMS telling that my package had been delivered“
• "You have 15 days to take it back on the Internet, and 30 days in the shop"
• “A fast and easy purchase, and excellent service "
• "I will repeat"
Expressions indicate a positive feeling
One client expressed on his blog positive feelings about shopping a purse online, showing photos of the item receipt
Brandambassador
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From massive unstructured information ... … the ability to anticipate customer changes
Extraction and analysis of Social Media information provides companies with the ability to anticipate…
What is the meaning of the
opinions?
What type of clients talk in Social Media?
What sentiment do they express?
What media are most influential?
• Real-time analysis allows to identify recurrent topics over time
• We create maps and KPIs of volume, visibility, and positive-negative sentiment
• Spontaneous opinions are supported by different types of public
• Our segmentation methodology makes it possible to identify the type of clients that exchange their experiences and opinions
• Sentiment analysis makes it possible to identify the encouragements that cause a specific opinion
• Makes it possible to know attitudes generated due to a specific experience (i.e. TV spot , campaign, promotion, product launching, etc.) and anticipate future behaviours
• Active listening makes it possible to evaluate the scope of spontaneous opinion according to social media features: audience, interaction or concentration
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Portugal Customer Seminar. Confidential
… and design a Digital Transformation strategy that covers specific needs of all functional areas
• Branding
• Corporate responsibilityComunica-
tion
Marketing
Human Resources
Operations
After-sales service and Customer Support
Illustrative topics of interest Example of Social Media KPIs
• Campaigns
• Sponsorships
• Selection
• Training
• Products
• Services
• Incidences
• Complaints
• Number of mentions vs. competitions
• Positive conversations / total conversations
• Times the message has been extended
• Share of voice
• References for each 1.000 candidates
• Speed transmission of messages per hour
• Percentage of fall or raise over the previous period
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Portugal Customer Seminar. Confidential
We design dashboards with specific Social Media KPIs in order to measure state and changes of opinion over time ...Illustrative Example
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Portugal Customer Seminar. Confidential
Digital Marketing Funnel
Fidelity and after-sales service
… that generates business applications for Digital Marketing
AWARENESS
CONSIDERATION
BUY
Activities
Brand
Content Creation
Traffic Generation
Interaction
Innovation
Impact Generation
Purchase Decision
Loyalty / Retention
After-sales service
Business Applications
• New environment for brand promotion
• Viral content development (often generated by the users)
• Additional ways to generate web traffic
• Interaction with customers and prospects via microsites / widgets / apps
• New products and services
• New mechanisms to identify and encourage customers and prospects
• Additional channel for e-commerce with differential value propositions
• Connecting with customers after the purchase and activation of "ambassadors" of the brand
• Additional mechanism to provide community-based support to customers
Measurement • Socio-demographic information for targeting customers in real time
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This publication contains information in summary form and is therefore intended for general guidance only. It is not intended to be a substitute for detailed research or the exercise of professional judgment. Neither EYGM Limited nor any other member of the global Ernst & Young organization can accept any responsibility for loss occasioned to any person acting or refraining from action as a result or any material in this publication. On any specific matter, reference should be made to the appropriate advisor.