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
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    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
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Here’s how micro decisions turn blasting into targeting
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > Here’s how micro decisions turn blasting into targeting
Uncategorized

Here’s how micro decisions turn blasting into targeting

JamesTaylor
JamesTaylor
5 Min Read
Here’s how micro decisions turn blasting into targeting
Illustration generated with Qwen Image.
SHARE

Ginger Conlon had a nice post this week – Don’t Blast. Target. – Think customers: The 1to1 Blog.

many marketers are still drawn to the ease of blasting to a broad audience, instead of targeting for maximum impact among those most likely to respond

If you are trying to make this transition from blasting to targeting – and you should be – two concepts should be front and center: Micro decisions and decision management.

I often talk about micro decisions, a concept Neil and I introduced in Smart (Enough) Systems. The basic idea is that any decision that impacts multiple customers should be broken down into micro decisions, one for each customer. Thus a marketing campaign does not consist of a decision about offer, another about channel and a third about format but of a decision for each person impacted by the campaign – 1,000s or 10,000s or 100,000s of micro decisions. After all, each customer who receives the campaign will react to that campaign as though the decision to target them was personal and deliberate. They don’t see anyone else’s offer, so it feels personal …

Copyright © 2009 James Taylor. Visit the original article at Here’s how micro decisions turn blasting into targeting.

More Read

Transparency vs. Simplicity
Transparency vs. Simplicity
Email Marketing Isn’t Dead!
WEF Davos 2016: Top 100 CEO bloggers
Does Your Research Company Look Like a Scam?
On Not Knowing Sentiment Analysis

Ginger Conlon had a nice post this week – Don’t Blast. Target. – Think customers: The 1to1 Blog.

many marketers are still drawn to the ease of blasting to a broad audience, instead of targeting for maximum impact among those most likely to respond

If you are trying to make this transition from blasting to targeting – and you should be – two concepts should be front and center: Micro decisions and decision management.

I often talk about micro decisions, a concept Neil and I introduced in Smart (Enough) Systems. The basic idea is that any decision that impacts multiple customers should be broken down into micro decisions, one for each customer. Thus a marketing campaign does not consist of a decision about offer, another about channel and a third about format but of a decision for each person impacted by the campaign – 1,000s or 10,000s or 100,000s of micro decisions. After all, each customer who receives the campaign will react to that campaign as though the decision to target them was personal and deliberate. They don’t see anyone else’s offer, so it feels personal and they assume you meant to send it to them, so it feels deliberate. If you are blasting not targeting then you are choosing to make this decision the same way for everyone – you are making a decision that is impersonal and accidental.

Marketers need to stop thinking about campaign-level decisions (blasting) and start thinking about making each customer-level decision uniquely or personally. Real, or even extreme, personalization.

Decision Management, of course, is the discipline you need to apply technology in a way that makes it possible to do this. If each customer-level micro decision is to be different, the decision making process must be automated. Instead of making a few decisions you must create the logic that will drive many decisions. And you must be able to embed that logic, along with real analytic insights and optimal trade-offs, into an engine that can make lots of micro decisions. Decision Management applies business rules, predictive analytic, data mining and optimization technologies in combination to deliver micro decision making. And by delivering this decision making in reusable, centralized decision services it ensures that these decisions are consistent across channels.

So use Decision Management, focus on micro decisions and stop blasting your customers.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article’s core relationship is that restoring a refrigeration system does not establish trustwor
After the Cyberattack, Can You Trust the Machine?
Artificial Intelligence News
Flat editorial illustration: A technology-editorial comparison of disconnected origination, servicing, and collections records dr
The Data Reconciliation Problem Inside Disconnected Lending Systems
Big Data Exclusive Fintech
Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
How an Online MBA in Marketing Connects AI and Data Analytics
Analytics Artificial Intelligence Big Data Exclusive
Flat editorial illustration: The article connects commercial drone capture with integrated software workflows that organize and r
Drone Technology as a Business Investment: Calculating ROI, Costs, and Long-Term Value
Business Intelligence Marketing Software

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The Great Recession: Things Are Different Now
Uncategorized

The Great Recession: Things Are Different Now

6 Min Read
The Once and Future Data Quality Expert
Uncategorized

The Once and Future Data Quality Expert

10 Min Read
How to Unlock the Value of Your Data in Real-Time
Uncategorized

How to Unlock the Value of Your Data in Real-Time

7 Min Read
Why Bad Data Is Wasting Your Marketing Efforts
Uncategorized

Why Bad Data Is Wasting Your Marketing Efforts

8 Min Read

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

5 Great Tips for Using Data Analytics for Website UX
5 Great Tips for Using Data Analytics for Website UX
Big Data
How To Get An Award Winning Giveaway Bot
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive

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?