White Paper - Harnessing Big Data to Grow Revenue
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Transcript of White Paper - Harnessing Big Data to Grow Revenue
Harnessing
BIG DATA to Grow Revenue Mending the gap between social data and ROI.
White Paper
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
With the proliferation of large-scale social
networks, there’s certainly no shortage of social
data in the world today.
Each time a user creates a new social profile or
updates an existing one on a network like
Facebook, LinkedIn, or Twitter, his or her
personal information is stored in a secure
database. Thus, social networks now have more
insight than ever on their members’ backgrounds,
interests, contact info, and more. What’s more,
this well of data continues to expand and update
in real-time as users interact more and more with
websites, mobile apps, and other digital channels.
In spite of this, businesses generally lack the knowledge and resources to fully leverage user
data to increase user engagement, improve marketing performance, and discover actionable
insights. By failing to take advantage of the opportunities that social data presents, businesses
miss out on delivering value to consumers through personalized web experiences, which directly
impacts users’ site activity and marketing campaign performance.
Before social data can effectively be put to use, however, it’s important to understand how this
information is collected, stored, and managed. This white paper will examine the following:
Big data is so big, in fact, that 90% of it was created in the past two years alone.
Source: http://www-01.ibm.com/software/data/bigdata/
• How social data is captured, stored, and managed
• Best practices for collecting user data
• Ways social data can be used to deliver direct value
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
HOW SOCIAL DATA IS CAPTURED
It’s commonly understood that social data is important, but how is it even collected in the first
place? It all begins with social login.
Social login allows users to register with and sign in to your business’s web properties using one
or more of their social media accounts, also known as a social identity. Users who log in to a
website using an existing social identity are essentially granting that website permission to
access their first-party social data such as full name, interests, education, social connections,
email address, location, and much more.
Be a PRO at Collecting User Data
As useful as social login is for extracting valuable user
data, it’s even more crucial that businesses follow
best practices when collecting personal information
from customers online. Here are some tips for
handling your users’ sensitive data like a PRO:
Protection
Protect users’ right to data privacy by being
completely transparent and clear with just how their
users’ information will be used before prompting
social sign-in. By being upfront and honest about
your data usage practices, businesses can establish
trust with users that translates to positive brand
perception and loyalty.
Relevancy
Assess your customer base and offer social sign-in for
social networks that make sense for your properties.
For instance, it probably would not make sense for an
e-commerce site to offer LinkedIn as a sign-in option
since most LinkedIn users do not share personal
purchases with their professional networks.
Options
Present options to your users instead of limiting them
to a single social network. Providing choices increases
the likelihood of customers logging in to your web
properties socially, giving your business more
opportunities to capture helpful data.
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
HOW SOCIAL DATA IS STORED AND MANAGED
The 2 C’s of Data Storage
1. Cloud Storage for Elasticity and Scalability
With the total volume of big data across the
globe already in the zettabytes, the need for
efficient, dynamic storage systems is greater
than ever before. When it comes to storing big
data, traditional IT infrastructures lack the
elasticity and scalability of cloud storage
systems. In other words, cloud storage models
allow easy access to data by multiple users and
are equipped to handle massive amounts of
data.
2. Centralized Storage for Unification
Businesses with more than one web property (i.e. a website and mobile app), or multiple
locations for collecting user data, can allow stored data to be accessed easily by keeping it
in a centralized location. Unifying data this way makes it easier to scale marketing efforts
and reach the right users at the right time.
How Big Data is Managed
Historically, data is managed in a traditional database, also known as a relational
database, which is made up of a fields organized in a grid-like fashion. Because of the
dynamic, unstructured nature of social data, though, it needs a database equipped to
handle large volumes of varied information, such as profile photos, interests, behaviors,
and social graph connections. This database structure is known as a schemaless
database, and it enables sites and apps to store all types of unstructured (social and
behavioral) data without any constraints.
Why are scalability and
elasticity important for data
management?
Scalability refers to a system’s ability
to accommodate larger workloads by
quickly and easily adding more
resources.
Elasticity refers to a system’s ability to
adapt to fluctuating workload sizes.
Like a rubber band, elastic systems
stretch when handling large data loads
and retain their original shape to meet
decreased capacity requirements.
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
3 Key Characteristics of Schemaless
Databases
To give you a better handle on what a schemaless
database is and how it works, below are a few key
characteristics:
1. Scale
Schemaless databases are equipped to handle large,
growing data sets. This ability to manage and grow in
accordance with the data is known as horizontal
scaling, or scaling out.
2. Structure
Schemaless databases provide structure to
unstructured data that relational databases would
otherwise not know how to manage by indexing data,
or making it searchable.
3. Speed
Schemaless databases speed up data management
processes by allowing businesses to automate data
capture and access, search, and export data quickly.
BEST PRACTICES FOR COLLECTING SOCIAL DATA
Now that we understand what social data is, it’s important to know how it’s collected.
Choose Data Points Wisely
We discussed earlier how social login is used to facilitate the collection of social data. By
encouraging users to register for your website or application socially, businesses can easily and
quickly collect up-to-date, accurate information on users’ backgrounds, habits, and preferences
while providing an efficient, simple registration and login process for online audiences.
The social login registration process requires the user to authorize the corresponding web
property to extract data from his or her social media profile. In essence, users must give a
virtual agreement before businesses can collect their personal data.
To encourage account creation with social login, businesses need to discern which permissions,
or data points, to extract from its users. The sum of user data stored in social media sites is
vast; and, quite frankly, your business probably doesn’t need all of it. In fact, studies show that
requiring more permissions from users results in lower registration conversions. By asking for
more permissions and thus increasing the time and effort it takes for users to register,
businesses risk missing out on valuable opportunities to understand their users better.
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
As a general rule of thumb, we recommend that businesses implementing social login carefully
choose two to four data points that are absolutely critical to their marketing efforts and ask for
those only. Requesting too many permissions at the outset may discourage user trust and
prevent first-time users from registering. Furthermore, businesses can collect more user data
after the registration process by offering incentives for users who share more information and
measuring site activity.
Below is an example of a permissions request that a user receives after selecting Facebook as a
social login provider:
This permissions dialog demonstrates discernment by only requesting a few data points--public
profile information, birthday, and location.
Automate Data Capture
Social data is constantly changing. For a real life example of just how dynamic social data is,
consider how populated your Facebook News Feed gets each minute with new updates from
your friends. Each of these updates represents a new data point that needs to be changed
within a social database.
Social data can only be utilized at its full potential when it’s kept up to date at all times. To
streamline this process, it’s advisable for businesses to automate data capturing to ensure that
their database is accurate at all times.
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
By employing a hybrid of a schemaless database and a relational database (dynamic-schema) to
manage social data, your business sets the parameters for automated data capturing. In other
words, automated data capture keeps users’ information up to date as the dynamic-schema
database equips the system to manage data points in ways that can be easily sorted and used.
Increase User Engagement to Collect More Data Agents
Social login is the first step to collecting user data, but it shouldn’t end there. As users engage
with your web properties through social plugins through commenting, sharing, writing reviews,
and more, your business can turn these actions into valuable user behavior insights.
Collecting data on these engagement points requires an automated system for capturing data
in real-time and a dynamic-schema database for storing it. These different systems work
together to capture and manage the large amount of data that can be accumulated through
capturing user engagement insight.
HOW BUSINESSES CAN USE SOCIAL DATA TO DELIVER VALUE
Let’s examine some best practices that businesses can follow to reap social data’s full benefits.
Find or Build a Web-Based Dashboard for Holistic View of Data
As important as the data collection process is, having access to social data is only as useful as
your ability to make sense of it. In order for your business to harness social data to gain a more
comprehensive view of your users, data needs to be accessed and managed in a way that
makes sense to the end users that are analyzing it.
Traditionally, user databases are managed by IT departments. Thus, accessing this data
requires marketers to first submit a request to IT to generate a report that presents the data in
a digestible format. Not only is this method extremely time-consuming, but it’s also a drain on
IT resources and a difficult process to sustain over the long term.
Instead of relying on IT resources to interpret social data, businesses need a marketer-friendly,
web-based dashboard that enables marketers to access user data, define their audience
segments, and apply these findings directly to their marketing strategies. This grants marketers
full control over their marketing efforts, allowing them to work with the data themselves to
glean new insights on their user base and turn these insights into measurable actions.
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
Integrate Data with Third-Party Marketing Platforms
Now that we’ve established the importance
of collecting data for user analysis
purposes, it’s crucial to understand how
this information can be leveraged to
deliver direct value to your business.
When utilized properly, social data can be
leveraged to personalize user experiences
and drive revenue for businesses. One way
to leverage social data for targeted
marketing is to integrate this information
into third-party marketing platforms such
as email marketing systems, advertising
services, recommendation engines, and
more.
By implementing existing data with third-
party marketing platforms, businesses can
personalize marketing efforts and create
more meaningful user experiences. The
panel to the right outlines some ways that
social data can integrate with third-party
platforms to accomplish user engagement
and marketing goals.
FIVE STEPS TO SUCCESS:
Third-Party Marketing Platforms
that Work with Social Data
1. Email marketing services can use social
data to personalize email marketing
campaigns.
Examples: MailChimp, Responsys, ExactTarget
2. Advertising services can use social data to
curate and display tailored ads to site viewers.
Examples: Google DoubleClick, Lotame, ADTECH
3. Recommendation engines can use social
data to provide unique content and product
recommendations to users.
Examples: RichRelevance, Certona, MyBuys
4. Web analytics can integrate with social
data to provide a more comprehensive view
of users’ site activity and engagement.
Examples: Google Analytics, Omniture,
KISSmetrics
5. Data management platforms can turn
social data into measurable, actionable
insights.
Examples: Bluekai, Adobe AudienceManager,
Core Audience
Step 1: Find a dynamic-schema, secure, cloud-based database solution to store and manage
social and behavioral data
Step 2: Implement social login
Step 3: Maintain accuracy of data through automated data capture
Step 4: Acquire more data through user engagement
Step 5: Transfer data to third-party marketing platforms
White Paper: Harnessing Big Data to Grow Revenue
© 2013 GIGYA ALL RIGHTS RESERVED. | 888-660-1469 | www.gigya.com | twitter.com/gigya | blog.gigya.com
ABOUT GIGYA:
Gigya’s mission is to socialize the rest of the web. We provide websites with a complete social
infrastructure that creates immersive social experiences for users and provides unparalleled
customer insights for businesses.
Gigya equips businesses like ABC, Pepsi and Verizon with a comprehensive solution to socialize
their online properties. Our technology enables seamless registration with Social Login and
Registration-as-a-Service, increases traffic and time spent on-site via Social Plugins and
Gamification and transforms marketing by leveraging permission-based social identity data.
Gigya works with more than 600 enterprises and touches more than one billion users per
month. Our platform extracts the real value from social networks, empowering online
businesses to attract, engage and understand users like never before.
Gigya at a Glance
Leading provider of social infrastructure for businesses
600+ customers, including 50% of the comScore top 100 U.S. web properties
Technology reaches more than 1.5 billion unique users every month
2012 CRM Watchlist Winner