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® Sprint, 1, 04/21/23
BusinessMarket Segmentation
Leveraging Past Failures into Future Opportunities
Jan EkonomyManager--Business Market Segmentation
October 3 2000
Jan EkonomyManager - Market Segmentation
® Sprint, 2, 04/21/23
BusinessMarket SegmentationPast segmentation efforts have not
fulfilled our expectations
Prior efforts were not sufficiently actionable Primarily behavior based Did not provide insight into future needs and behaviors
Others were actionable but relatively ineffective None focused on what was valuable to Sprint and to
prospects/customers None sufficiently modeled the complexity of the decision-making
process within large businesses None focused on a holistic view of the business market Resources, time, and leadership were significantly underestimated
in past efforts
® Sprint, 3, 04/21/23
BusinessMarket Segmentation
A snapshot of past failed segmentation approaches
Application &Criterion
Firmographics Needs &Applications
Revenue/Spend
ProductBased
S2K(future state)
What to offer? Who to target? Where to adv/market? Why behave? Accessibility Actionability Supports prioritization Durability Face Validity Multidimensionality Overall
® Sprint, 4, 04/21/23
BusinessMarket SegmentationSegmentation problem statement
Find an actionable segmentation approach that will enable Sprint Business to support efficient, customer focused revenue acquisition, retention and growth.
The methodology chosen must be able to be implemented successfully and supported across the organization.
® Sprint, 5, 04/21/23
BusinessMarket Segmentation
Best practices assessment: A step by step approach
Step I: Documented what we know about past failed and traditional segmentation approaches
Step II: Examined refinements on the traditional approaches, and drew hypotheses about the utilities of each
Step III: Conducted in-depth discussions with thought and opinion leaders on the topic of business market segmentation
Step IV: Established criteria for developing the best segmentation approach for Sprint Business
Step V: Development of the methodology
® Sprint, 6, 04/21/23
BusinessMarket Segmentation
Step I: Documented what we knew about traditional segmentation approaches
Traditional segmentation approaches can be categorized into four general classes
Firmographics Segments based on enterprise or location size by number of employees or revenues, industry
classification: SIC
Needs Segments based on categories of needs such as strategy, operational, or functional.
Usage Behaviors Segments based on amount of product usage
Product Purchase Behaviors Segments based on combinations of products purchased/used
® Sprint, 7, 04/21/23
BusinessMarket Segmentation
Step II: Examined refinements on the traditional approaches
Segmenting on easily identified characteristics (e.g., Verticals/SIC) Benefits: organizing and aligning resources (e.g., sales territories and channels) Overall utility hypothesis:
Segmenting by combining geography, size with current Sprint revenue Additional benefits:
Prioritization of current accounts for growth and retention purposes Insight into purchase behavior by location and size
Overall utility hypothesis :
Sub-segmenting on purchase behavior (Voice, FR, IP, etc.) Additional benefits: creates understanding of previous behaviors of customer/prospects Overall utility hypothesis :
Segmenting on customer value as well as customer needs and behaviors Additional benefits:
Basis for prioritizing efforts/investments and allocating resources Ability to develop offerings that meet needs and have greater success probabilities More precise tactical targeting and messaging based on an understanding of needs and behaviors
Overall utility hypothesis :
® Sprint, 8, 04/21/23
BusinessMarket Segmentation
Step III: Spoke to thought and opinion leaders on segmentation
What the experts told us
Few success stories Value is KEY Common ground among experts in that each recommended a form of “macro/micro” methodology Iterative process Build upon what you have
® Sprint, 9, 04/21/23
BusinessMarket SegmentationStep IV: Established Segmentation criteria
Must yield an understanding of the market Who to target? What to offer? Why do customers behave as they do? Where to advertise and market?
Must be actionable Must support prioritization Must be durable Must be believable Predictive of future behavior
® Sprint, 10, 04/21/23
BusinessMarket Segmentation
Step V: Methodology developmentThe combination of two tiers ensures that all of our important marketing requirements can be met
Value Group A
ValueGroup B
ValueGroup C
1 2 3
4 5
1 2
3 4 5
1 2
3 4
Tier 2: Customer SpecificsTier 2: Customer Specifics
Tier 1: Customer Value Tier 1: Customer Value
• Market & productplanning
• Campaign planning & execution
• Marketing communicationsplanning
• Granular view oftarget markets& motivators
• Basis for offer development, targeting and positioning
• Valuation
• Prioritization
• Resource allocation
• Channel assignments
• Easy to understand and use
• Stable over time
Key Benefits Key Purposes
® Sprint, 11, 04/21/23
BusinessMarket SegmentationWhere we are today
Research Phase is completed and took 1 year to complete
We have a segmentation framework that encompasses the entire business market.
Tier 1 and Tier 2 segments have been defined and have executive approval Segments incorporate what is important to Sprint and to the customer Segments deal with complexity of decision making environment in large businesses
Predictive models to assign all businesses in D&B to macro and micro segments are in development
Pilots are in development to demonstrate the value of the work that has been done
Internal focus groups were conducted to inform program socialization and implementation plan
® Sprint, 12, 04/21/23
BusinessMarket Segmentation Internal Focus Group Insights
There is a cautious optimism regarding the segmentation initiative “Once burned, twice shy” - perceived failure of segmentation (and other) initiatives leads to hesitancy
to invest time and resources. Understanding and agreement of segmentation approach was wide spread Early involvement of cross functional and level of detail were encouraging
Executive ownership and follow through are essential Buy-in at front end and back end Culture change identified as critical success factor Keep stakeholders informed
Effectiveness of communication plan is key “Bite size” pieces Customized messages to different audiences, at different times Limit to those whose behavior needs to change Communication of project needs to continue past launch - close the loop
Infrastructure plan must be articulated Great deal of concern regarding systems and ability to support
® Sprint, 13, 04/21/23
BusinessMarket Segmentation
Lessons Learned
Traditional research methodologies are getting less reliable Make sure your respective technical teams understand one another
Survey-based modeling vs. Database modeling
Take time to get agreement on definitions and terminology Simple terms like profile or model mean different things to different people Minimizes errors of expectation
Communicate segmentation program cautiously Model performance may result in changes to segments Predictive models may not be possible on all segments with the desired level of accuracy
Periodic reviews of objectives and budgets essential Front end efficiencies in research design can lead to high complexity and greater analytical costs on the back end.