Non-profits succeed in attracting support when they are able to reach individuals and institutions and persuade them of the importance of the causes they serve. Yet sustainability is not built merely by securing funding. Once a donation or grant has been received, a more nuanced task begins: how should the organisation manage its relationship with each person or institution that has chosen to place their trust and money in it?
A single organisation’s relationship database may include an individual making a small first-time donation, another who has donated monthly for years, a major individual donor funding a long-term programme, and an institutional funder whose relationship with the organisation is governed by a funding agreement, performance requirements, reporting obligations, and compliance standards.
All of them support the organisation, but they do not occupy the same position, have the same relationship with it, or expect the same form of communication and stewardship.
This is where Smart Donor Segmentation becomes essential.
Segmentation, however, does not mean ranking supporters from most to least important. Nor does it mean directing attention towards those who provide the largest amounts while neglecting those who contribute less. Rather, it means recognising that different types of relationships require different approaches to management.
The individual donor has their due. The major individual donor has their due. The institutional funder has its rights and requirements. Attention to one group should never result in neglecting another.
The principle can be summarised in three statements:
Segmentation ≠ Exclusion
Different Treatment ≠ Different Respect
Equal Respect + Right-Sized Relationship
This is the essence of smart segmentation: giving each funding relationship the treatment appropriate to its nature, without neglect, excess, or superficial equality that forces everyone into the same model.
1. What Is Smart Donor Segmentation?
Smart segmentation is the process of organising a non-profit’s donor and funder base according to characteristics that have practical significance and can help the organisation make better decisions about communication, stewardship, funding, and relationship management.
Instead of viewing ten thousand names simply as one “donor database”, the organisation begins to see the different relationships represented by those names.
They may include:
- New donors.
- Repeat donors.
- Recurring donors.
- Seasonal donors.
- Lapsed donors.
- Reactivated donors.
- Major individual donors.
- Institutional funders.
- Supporters interested in education.
- Others interested in health, humanitarian relief, or empowerment.
- Funders with specific geographic or thematic priorities.
Creating these lists, however, is not the achievement in itself.
If an organisation creates twenty segments but sends all of them the same message, at the same time, through the same channel, it has gained little practical value from segmentation.
A useful operational principle is:
No Action, No Segment
A segment has little real value unless it changes a decision or action: the message, timing, content, level of stewardship, funding opportunity, relationship owner, or even the decision not to send a particular communication at that moment.
The process therefore becomes:
Data → Segment → Insight → Decision → Action → Measurement
2. Start by Distinguishing Between Types of Funding Relationships
Before segmenting supporters within a particular category, the organisation must distinguish between the different types of funding relationships themselves.
Three principal types can be identified.
Individual Donor
An individual who contributes their own money to support a cause, campaign, or project, whether through a one-off, repeat, or recurring donation.
Useful segmentation dimensions may include:
Relationship Stage + Giving Frequency + Recency + Interest + Seasonality + Engagement + Preferences
Major Individual Donor
An individual who provides substantial or strategically significant funding relative to the organisation or programme.
This relationship should not be reduced to donation size alone. Relevant factors may include:
Nature of Funding + Relationship Duration + Supported Area + Level of Engagement + Relationship History + Potential Continuity + Communication Needs
Institutional Funder / Grantmaker
An organisation, foundation, fund, or other institution providing formal funding, often governed by agreements and implementation, reporting, and compliance requirements.
Segmentation here follows a different logic and may depend on:
Funding Priorities + Geography + Programme Area + Grant Type + Eligibility + Funding Cycle + Relationship Stage + Compliance Requirements
This leads to an essential principle:
Individual Donor Segmentation ≠ Major Donor Segmentation ≠ Institutional Funder Segmentation
A tool that helps an organisation understand an individual donor is not necessarily the right tool for understanding an international institutional funder.
3. Why Can’t Everyone Be Approached in the Same Way?
Because the differences extend far beyond the amount of funding provided.
They include the reason for the relationship, its stage, the nature of the support, expectations, rights, preferences, behaviour, and obligations.
A new individual donor may need to build trust and understand the organisation.
A recurring donor may need to see the cumulative impact of sustained support.
A major individual donor may need deeper insight into results and organisational direction.
An institutional funder may require information related to indicators, budgets, implementation, and compliance.
Sending the same message to all of them does not create equality. In some cases, it may actually mean ignoring legitimate differences between relationships.
Fairness does not mean giving everyone the same thing. It means giving each party what is appropriate to the nature of its relationship with the organisation.
4. Segmentation Is Not a Tool for Deciding Who Deserves Attention
One of the most harmful uses of segmentation is allowing it to become a mechanism for deciding “who deserves our attention”.
This can create an explicit or implicit equation:
Larger Funding = More Attention
Smaller Funding = Less Attention
This is misleading.
An individual who has made a small first donation deserves a respectful experience, sincere appreciation, and clear information.
A donor who has contributed a modest amount every month for several years represents a different kind of relationship that should not be reduced to the value of their latest donation.
A major donor requires relationship management proportionate to the scale and complexity of the funding, but that does not make them more deserving of human respect.
An institutional funder requires a different level of management because the relationship may involve contractual, programme, financial, and compliance obligations.
Therefore:
Funding Size ≠ Relationship Value
The size of the funding does not represent the full value or nature of the relationship.
5. Segmenting by Relationship Stage
One of the most useful approaches to segmentation is understanding where a supporter currently stands in their relationship with the organisation.
However, relationship stages differ according to the type of supporter.
Individual Donor
The relationship may move through stages such as:
New → Repeat → Recurring → At Risk → Lapsed → Reactivated
A new donor requires a strong beginning. A repeat donor needs to understand the value of continuing the relationship. A lapsed donor requires an entirely different approach.
Major Individual Donor
The journey may look more like:
Prospect → First Commitment → Active Relationship → Repeat / Multi-year Support → At Risk → Disengaged
Here, relationship management becomes both more personal and more institutional.
Institutional Funder
The relationship may move through:
Prospect → Application → Award → Active Grant → Closeout → Renewal / Follow-on → Dormant
It would be inappropriate, for example, to approach an institutional funder with an Active Grant in the same way as one that is still at the Prospect stage.
Therefore:
Relationship stage is not merely information stored in a database; it is one of the principal factors determining what the organisation should do next.
6. Do Not Make Segments One-Dimensional
The same individual may simultaneously be:
a repeat donor + interested in education + seasonal + highly engaged + someone who prefers email.
Segments should therefore not always be imagined as closed boxes that never overlap.
This is where Multi-Dimensional Segmentation becomes valuable.
An individual donor can be understood across five principal dimensions:
Lifecycle + Giving Behaviour + Cause Interest + Engagement + Preferences
Seasonality, communication channel, and other dimensions may be added where they have practical value.
The dimensions used for major donors and institutional funders will differ according to the nature of those relationships.
The organisation therefore moves beyond asking:
“Which list does this person belong to?”
and towards the more useful question:
“What does this combination of characteristics tell us about how this relationship should be managed?”
7. Interests Matter, but Do Not Turn Them into Assumptions
If a donor has supported three education projects, this provides a meaningful signal about their previous giving behaviour.
If an institutional funder has supported food security programmes in a particular region for several years, that information is relevant when assessing future funding opportunities.
But the organisation must distinguish between what it knows and what it infers.
Donating to education does not necessarily prove that education represents the donor’s deepest personal value.
Opening an email about health does not prove that health has become their highest priority.
This requires an important principle:
Observed Behaviour ≠ Donor Motivation
Data can describe what happened. It does not give the organisation the right to invent a psychological explanation for why it happened.
8. Segmenting by Interests and Causes
With the previous caution in mind, interests remain one of the most useful segmentation dimensions.
For example:
| Observed Interest | Possible Segment |
|---|---|
| Education, scholarships, and training | Education supporters |
| Health and medical care | Health supporters |
| Emergency response | Humanitarian relief supporters |
| Livelihoods and empowerment | Empowerment supporters |
| Waqf and long-term projects | Waqf supporters |
| Diverse support without a clear pattern | General supporters |
The logic is different for institutional funders.
It is not enough to say that an institution is “interested in education”. The organisation may need to examine:
- Funding priorities.
- Eligible countries or regions.
- Types of organisations funded.
- Grant size.
- Funding duration.
- Eligible costs.
- Programme types.
- Funding cycles.
- Compliance requirements.
- Eligibility conditions.
A broad thematic interest does not necessarily equal Funding Fit.
9. RFM Is Useful for Individual Donors, but It Is Not a Universal Model
Non-profits can use the RFM model to understand certain giving patterns among individual donors.
It consists of:
Recency
When was the donor’s most recent contribution?
Frequency
How often have they donated?
Monetary
What is the level or total value of their contributions?
This may reveal a recent, frequent, high-value donor; a formerly frequent donor who has since stopped; or someone who has recently made their first contribution.
But RFM has limitations.
It describes giving behaviour. It does not necessarily explain giving motivation.
Nor can it be applied in the same way to major individual donors or institutional funders.
An institutional funder cannot be understood merely by asking, “How often have they donated?” The organisation also needs to consider grant history, funding priorities, previous performance, funding cycles, eligibility, and the institutional relationship.
The tool should follow the nature of the relationship, rather than being imposed upon it.
10. Value Is More Than the Latest Donation
One person may make a large contribution once and never return.
Another may contribute a smaller amount every month for five years.
Which one is more valuable?
The question itself may be too simplistic.
Relationship value is multi-dimensional.
For an individual donor, the organisation may consider:
- Frequency.
- Continuity.
- Relationship duration.
- Engagement.
- Giving pattern.
- Return after previous campaigns.
- Referrals or participation, where these are documented.
For a major donor, other considerations may include continuity of funding, the nature of the support, and its relationship to organisational strategy.
For an institutional funder, the funding may be substantial while also carrying significant implementation, compliance, reporting, and risk requirements that must be understood.
Segmentation should therefore never become a financial hierarchy of human beings.
11. Time-Based Segmentation Changes the Meaning of Communication
It matters not only who the supporter is, but also when the last significant interaction took place.
A donor who contributed yesterday is not in the same position as someone whose last donation was six months ago.
A major donor whose funding recently concluded is not in the same position as one with whom the organisation is still exploring a potential relationship.
An institutional funder with an active grant is different from one whose grant was successfully closed a year ago.
Time, therefore, is not simply a date stored in the CRM.
It is part of the meaning of the relationship.
12. Digital Behaviour Is a Signal, Not an Explanation of the Person
Digital systems may, where lawful and consistent with applicable policies, record signals such as:
- Email opens.
- Link clicks.
- Visits to particular pages.
- Engagement with specific content.
- Responses to previous campaigns.
- Channels used.
This information can be valuable.
However, claiming that these data tell the organisation “how the donor thinks” goes beyond what the evidence can support.
A more accurate principle is:
Digital behaviour reveals patterns of engagement that may help improve decisions, but it does not, by itself, reveal donor motivation or explain behaviour.
This is an important distinction between data analysis and making assumptions about people.
13. Every Segment Should Lead to a Decision, Not Merely a Label
Suppose a non-profit launches an education programme.
New Donor
The priority may be:
Trust + Introduction + Clarity
Previous Education Supporter
Communication can appropriately refer to their previous support for education without inventing motives they have never expressed.
Recurring Donor
The organisation can demonstrate how regular support contributes to planning and continuity.
Lapsed Donor
The priority may be to rebuild connection rather than immediately make another financial request.
Major Individual Donor
A deeper picture of the programme, its results, future direction, and a relevant funding opportunity may be more appropriate.
Institutional Funder
The question is different:
Does the programme align with the funder’s Funding Priorities, Eligibility criteria, Geographic Focus, and Funding Cycle?
This is where the true value of segmentation becomes visible.
The programme is the same, but the communication and funding decision changes according to the relationship.
14. Segmentation Does Not Mean Sending More Messages
Good segmentation may actually result in fewer messages being sent.
Instead of sending every campaign to every contact, the organisation can determine who genuinely needs to receive it.
This introduces an important concept:
Suppression Rules
Intelligence lies not only in knowing whom to contact, but also in knowing whom not to contact with a particular message at a particular time.
For example:
A donor who contributed two days ago
It may be inappropriate to place them immediately into another fundraising appeal.
A donor with an unresolved complaint
Resolving the problem may be more important than sending a promotional campaign.
A donor who has requested fewer communications
Their preference should be respected.
A recurring donor whose payment has failed
They may need a Payment Recovery journey, not a campaign asking them to start a new donation.
An institutional funder with an active grant
It may be inappropriate to send a new proposal to the same contact without considering the current relationship and funding cycle.
Therefore:
Good segmentation reduces noise as much as it increases relevance.
15. What Happens When Someone Belongs to Several Segments?
This is a common operational challenge.
Someone may simultaneously be:
a recurring donor + interested in education + highly engaged + someone who donated yesterday.
Which segment should determine the next action?
The organisation needs Priority Rules.
One possible hierarchy is:
Relationship Stage → Current Status → Immediate Context → Interest → Engagement
Current circumstances may be more important than general interests.
If the donor has just contributed, acknowledgement and appreciation may take priority over a new education campaign, even if they regularly support education.
If they have an unresolved complaint, resolving that complaint may take precedence over all other communications.
Segmentation thus becomes part of the organisation’s decision-making logic, rather than merely a set of mailing lists.
16. Static and Dynamic Segments
Not all segments operate in the same way.
Static Segment
A segment created for a specific purpose or temporary campaign.
Dynamic Segment
A segment whose membership changes automatically as relationship data changes.
When a donor completes their second donation, for example, they may automatically move from:
New Donor → Repeat Donor
If they activate recurring giving:
Repeat Donor → Recurring Donor
If they pass the expected giving period without another contribution, they may move, according to defined rules, into:
At Risk
This allows the CRM to reflect the current state of the relationship rather than preserve an outdated classification.
17. Define Entry and Exit Rules for Every Segment
Organisations often use descriptions such as:
“Active donor”, “lapsed donor”, or “major donor”
without defining what these terms actually mean.
What does “lapsed” mean?
Six months? One year? Two giving seasons?
There should not be one universal answer.
A monthly donor who has missed two months is different from someone who normally gives only during Ramadan.
An institutional funder whose grant has ended is not “lapsed” in the same sense.
Organisations should therefore establish clear Segment Eligibility Rules.
For example:
New Donor → First Donation Completed
Repeat Donor → Second Donation Completed
Recurring Donor → Active Recurring Commitment
At Risk → Expected Giving Window Passed
Reactivated → New Contribution After Lapse
The boundaries should reflect the actual pattern of the relationship.
18. Good Data Is the Foundation of Good Segmentation
Reliable segmentation cannot be built on a weak database.
Within what is necessary and legitimate, an organisation may need to understand:
- Relationship history.
- Previous contributions.
- Supported projects.
- Giving frequency.
- Relationship status.
- Channels used.
- Stated preferences.
- Communication permissions.
- Relevant engagement.
- Important relationship notes.
For major donors and institutional funders, other information may also be relevant, such as:
- Funding area.
- Relationship stage.
- Contact points.
- Funding cycles.
- Existing agreements.
- Commitments.
- Reporting requirements.
- Follow-up actions.
- Renewal opportunities.
- Relevant restrictions or requirements.
This demonstrates the value of a Donor CRM.
However, one ethical rule remains essential:
Do not collect information simply because you are able to collect it.
Every piece of data should have a clear and legitimate purpose.
19. From Segmentation to Personalisation
Two related concepts should not be confused.
Segmentation = Which people or organisations should be grouped together because they share relevant characteristics?
Whereas:
Personalisation = How should the message or experience be adapted based on what the organisation legitimately knows about a particular person or relationship?
Segmentation might identify:
a group of recurring donors who have previously supported education.
Personalisation then determines how the message or experience should be adapted within that context.
This distinction matters because segmentation builds the architecture of audiences and relationships, while personalisation improves the relevance of communication and experience.
20. Dynamic Messaging
Where systems allow, an organisation may use Dynamic Content instead of building an entirely separate campaign for every group.
The overall structure of a communication may remain the same while certain elements change according to:
- Supported area.
- Relationship stage.
- Type of giving.
- Language.
- Preferences.
- Relevant previous engagement.
However, personalisation should never become so intrusive that the recipient feels closely monitored.
The aim is:
to increase relevance, not to demonstrate how much the organisation knows about the person.
21. Do Not Segment Beyond What You Can Manage
Having one hundred segments is not evidence of maturity.
It may simply be evidence of complexity.
Every segment should have a reason to exist.
Ask:
Does this group have a different need?
Will it change a decision?
Can the organisation manage it?
Are the underlying data reliable?
Is the group large or meaningful enough to justify separate treatment?
If not, the segment may be unnecessary.
Begin with a limited number of operationally useful segments and increase complexity only as data quality and organisational capacity mature.
22. Testing Is Useful, but It Is Not the Goal
Where audience size and technical capacity are appropriate, comparative testing, including A/B Testing, can be used to evaluate certain assumptions.
An organisation might compare a message centred on a human story with one centred on results and evidence.
However, success should not be judged by a single metric.
A message may increase Conversion Rate while simultaneously increasing Unsubscribe Rate or complaints.
Therefore:
Optimise for Relationship Quality, Not Only Immediate Conversion.
Test results describe a response within a particular context. They should not automatically be converted into permanent conclusions about the motivations of an entire segment.
23. Segmentation Can Help Prevent Donor Fatigue
When an organisation does not understand its audiences well, the easiest solution becomes:
Send everything to everyone.
This is where fatigue begins.
Repeated appeals, consecutive campaigns, similar stories, and communications that fail to recognise that a donor contributed only hours ago or has an unresolved problem.
Segmentation helps manage Communication Frequency according to the state of the relationship.
The question therefore shifts from:
“How many messages can we send?”
to:
“What communication has genuine value for this relationship right now?”
24. The Ethics of Segmentation
As an organisation’s ability to analyse data grows, so does its responsibility.
Segmentation should never become a tool for:
- Unjustified discrimination.
- Exploiting psychological vulnerability.
- Pressuring particular groups.
- Excessive data collection.
- Inferring sensitive characteristics without justification.
- Disproportionate tracking.
- Neglecting people who make smaller contributions.
- Treating major funders as though they have greater human value.
- Using data to manipulate rather than improve the experience.
The principle should be:
Use Data to Improve Relevance, Not to Exploit Vulnerability.
Data should help the organisation understand relationships more appropriately, not reduce people to financial records or scores.
25. No One Should Become Invisible Within the Relationship System
This may be the most important principle in the entire article.
The Small Donor
Should not be neglected because their contribution is limited.
The New Donor
Should not be overwhelmed with appeals because they have not yet “proved their value”.
The Lapsed Donor
Should not be treated as a dead record in the database.
The Recurring Donor
Should not be treated as an automatic payment mechanism.
The Major Individual Donor
Should not be treated merely as a source of money, nor should substantial funding grant them authority they do not legitimately possess.
The Institutional Funder
Should not be treated as an email address to which the organisation sends proposals whenever it needs funding.
Every relationship has its own context, rights, and stage.
No Donor Left Behind
This does not mean sending everything to everyone. It means ensuring that no category becomes invisible within the organisation’s relationship management system.
26. A Practical Segmentation Strategy
The system can be built through eight stages.
1. Collect Minimally
Collect only the information that is genuinely needed.
2. Define
Establish a clear definition for every segment, including entry and exit rules.
3. Segment
Use dimensions appropriate to the nature of each relationship.
4. Prioritise
Where segments overlap, determine which context should guide the current decision.
5. Act
Connect every segment to a meaningful action.
6. Suppress
Determine when a message or campaign should not be sent to a particular person or institution.
7. Measure
Monitor the effects of the decisions taken.
8. Refine
Adjust definitions and decisions when new evidence becomes available.
The process therefore becomes:
Collect Minimally → Define → Segment → Prioritise → Act → Suppress → Measure → Refine
27. How Do We Know Whether Segmentation Is Working?
A non-profit should not measure success by the number of segments it has created.
It should measure what changed because those segments were used.
For individual donors, relevant indicators may include:
- Donor Retention Rate.
- First-to-Second Gift Rate.
- Repeat Donation Rate.
- Recurring Giving Rate.
- Reactivation Rate.
- Engagement Rate.
- Unsubscribe Rate.
- Complaint Rate.
For major donors, the organisation may consider:
- Relationship continuity.
- Quality of follow-up.
- Delivery of stewardship plans.
- Renewal where appropriate.
- Resolution of issues and outstanding actions.
For institutional funders, relevant indicators may include:
- Pipeline quality.
- Successful progression through relationship stages.
- Renewal / Follow-on Funding.
- Quality of active relationship management.
- Compliance with reporting and other requirements.
- Effective grant closeout.
But caution remains necessary:
Metrics Tell Us What Happened; They Do Not Always Tell Us Why.
Indicators should therefore not be turned into unsupported assumptions about the motivations of individuals or institutions.
28. Ensany Academy’s Smart Segmentation Model
The approach can be summarised as:
Identify → Classify → Understand → Prioritise the Need → Design the Relationship → Communicate → Monitor → Adapt
This model is governed by three principles:
No Donor Left Behind
Different Treatment ≠ Different Respect
Segmentation ≠ Exclusion
Alongside an important principle of interpretation:
Observed Behaviour ≠ Donor Motivation
With these safeguards in place, segmentation does not become a method of ranking supporters by importance. It becomes a way of managing their differences fairly.
Conclusion: Not Everyone Is the Same, but Every Relationship Deserves Respectful Management
A non-profit’s strength does not lie in how many names it can accumulate in a database, but in how well it understands the relationships those names represent.
An individual donor is not an institutional funder.
A recurring donor is not a new donor.
A major individual donor is not simply a donor with a higher financial value.
An institutional funder is not simply a large source of money.
A lapsed donor has not necessarily rejected the organisation.
And someone making a small contribution is not less deserving of stewardship and respect.
The question should therefore not be:
Which donors are the most important?
A better question is:
What is the nature of each relationship, and what does the organisation need to do to manage it properly and fairly?
Smart segmentation does not make humanitarian and charitable work more commercial when used responsibly. It can make it more human, because it prevents the organisation from reducing thousands of different relationships to a single “donor list”.
Nor should segmentation create the illusion that the organisation understands every person’s motivation. Instead, it should enable the organisation to use what it genuinely knows responsibly while acknowledging what it does not know.
The organisation should therefore move from:
One Database → One Audience → One Message
towards:
Different Relationships → Different Needs → Appropriate Treatment
The goal is not to send the greatest number of messages, nor to extract the maximum possible value from every donor.
The goal is to build a system capable of recognising:
This is a new donor, and this is what they need.
This is a continuing donor, and this is what they are due.
This is a major donor, and this is the nature and boundary of that relationship.
This is an institutional funder, and these are the obligations associated with that relationship.
This supporter has lapsed, but should not become invisible simply because their giving has stopped.
At that point, segmentation moves beyond being a marketing technique and becomes an institutional approach to relationship management.
The central principle is therefore:
No category of donor or funder should be neglected, just as no single approach can appropriately serve them all.
Different treatment is not unequal respect. It is the recognition of the nature of each relationship and the commitment to give each party its due.
