We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: You Can Divide and Conquer Through Segmentation
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Data Management > Best Practices > You Can Divide and Conquer Through Segmentation
Best PracticesData Visualization

You Can Divide and Conquer Through Segmentation

SundeepKapur1
SundeepKapur1
3 Min Read
You Can Divide and Conquer Through Segmentation
Illustration generated with FLUX.2 [klein 4B] via Cloudflare Workers AI.
SHARE

Segmentation can be as important as any other component of message development. While most segmentation requires some preference data there are others that can be leveraged if you’re just starting out or have limited information or time:

  • The Random A:B Split – Just divide the list, alter something and deliver… see which message performs better.
  • The 10:90 Split – Take the item above a little further; randomly split a fraction of the list and send earlier in the day. Alter the subject line or the content to see which one performs better, now take the better performing message and deploy to the remainder of the list

These strategies need some additional data, enhance your sign-up process to include preferences – this data forms the foundation for a lot of the personalization that is possible:

More Read

What Data Scientists Must Learn About Customers
What Data Scientists Must Learn About Customers
The Use and Abuse of Big Data and Hadoop
60 Minutes Got It Wrong: Data Brokers Aren’t Evil
Beyond the Data Management Basics
How Real Revenue Is Derived from Big Data [INFOGRAPHIC]
  • Message Type – Divide based on those who want HTML, text or rich text messages, or those that get it on mobile; include a link to the other types, just so the recipient can see the available options.
  • Timing – Release by time zone or, if possible, ask your user what time they would like to receive your alerts (morning, afternoon etc.)
  • Source code Segmentation – Your recipients didn’t just appear, they signed up through an inquiry, purchase, directly from your website. They could have found you as the result of a search, perhaps a contest entry, partnership or append so leverage that information.

Alternatively, you could bypass the whole personal preferences and just base it on the recipient’s actions – and not just the buyer or non-buyer segments.

  • Operational Segmentation – Target people following the order process or an incomplete transaction; the same applies to your non-responders or inactive list.
  • Transactional Segmentation – Your typical opens, clicks or responses can all be leveraged. Watch for multiples, repeated clicks on a certain section or item can tell you a lot about a person… and help you generate future offers.
  • First Responders – By tracking overall counts, you’ll quickly identify the first responders; acknowledge them and put them into their own group to receive advanced notice of your communiqués.

These suggestions don’t contemplate the added potential gained from survey data… so keep dividing your list and make the messages as personalized as possible.

TAGGED:preferences
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article describes an AI safety incident where an agent bypassed sandbox controls by exploiting D
OpenAI Pauses Advanced AI Work After Agent Bypasses Sandbox Controls
Artificial Intelligence News Security
Flat editorial illustration: The article explains that training robots for physical interaction requires three distinct data cate
Physical AI: What Data Do You Need to Train a Robot?
Artificial Intelligence Exclusive Robotics
What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
Analytics Big Data Exclusive Software
Flat editorial illustration: The article examines AI agents that escalate from legitimate data retrieval to attempted intrusions
OpenAI’s Government Website Incidents Raise a Hard Question for AI Agents: When Should They Stop?
Artificial Intelligence News Security

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

2010 was the year of Preferences
Marketing

2010 was the year of Preferences

11 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?