A lapsed message to a recent donor
The filter used the wrong date.
BoldBellowsNonprofit donor segmentation automation for teams that rebuild the mailing list for every appeal
Nonprofit donor segmentation automation that keeps groups current, keeps monthly donors apart and shows which rule put each donor where they are
Grouping donors by recency, frequency and amount is the usual starting point, and monthly donors deserve a group of their own so that a message written for lapsed supporters never lands on someone who gave last week. BoldBellows notes each donor's last gift date, how often they give and how much before a group is assigned, refreshes the groups on a schedule, keeps monthly donors apart and lets a person see exactly which rule put a donor in a group, then builds nonprofit donor segmentation automation as a small set of written rules rather than a set of saved filters nobody remembers: new donors, repeat donors, monthly donors, lapsed donors, major donors and event guests, each defined by dates and amounts you approve. The groups refresh overnight, a donor moves when their giving changes, an exclusion list keeps do-not-contact donors out of every group, and a donor's record shows the rule that placed them. The segments are written back to your CRM and email tool as tags or lists, and custom nonprofit donor segmentation automation for a new appeal adds a rule without breaking the others.
View Pricing
From $1,260, billed once.
- Nonprofit donor segmentation
- Groups that update themselves
- Every rule readable
What a careful Nonprofit donor segmentation build guarantees
- Rules in plain wordsrecency, frequency and amount you approve
- Refreshed overnightdonors move as their giving changes
- Monthly donors apartnever mixed with one-time appeals
- Do-not-contact honoredone exclusion list for every group
- Stated limitsAnything outside the agreed scope is quoted separately
- Fixed for the scope$1,260 for the entry scope, confirmed in writing before we start
01the rebuilt-list problem
An appeal sent to the wrong group teaches donors to ignore you
Before each appeal somebody exports the database, filters by last gift and pastes names into a list. The filters differ each time, so a donor who gave last week receives the message meant for lapsed supporters and a monthly donor is asked for a one-time gift they already make every month. Nobody can say why a particular donor is on a particular list, and the results of one appeal cannot be compared with the last because the groups were different.
A monthly donor asked for a one-time gift
The groups were not separated.
A different filter every appeal
Results could not be compared.
The same donors, sorted by rules you can read
Before: a retry is a second segment
- Repeats are not recognized
- The mailing list is rebuilt for every appeal
- Nobody can say why a donor is on a list
After: a retry changes nothing
- A second delivery resolves to the same segment via the donor, the giving history and the segment rule
- Groups refresh overnight from written rules
- Each donor's record shows the rule behind their group
02how it works
How giving history becomes groups that stay current
Judgment comes before writing, and the search comes before creating, on the Nonprofit Donor Segmentation service.
- Read, record, decide. Account, resource and time are captured from the Nonprofit event, and the gift change is tested against the trigger.
- Read, apply, place. Each night the route reads giving dates and amounts, applies your written rules in order and places every donor in one group.
- Exclude, write, compare. Exclusions are applied, the groups are written to your tools with the rule noted, and appeal results are compared segment by segment.
Nonprofit limits written into the donor segmentation design
- Recency, frequency and amount. Giving is commonly grouped by how recently, how often and how much someone gave, with monthly donors kept apart, so a message meant for lapsed donors never reaches someone who gave last week.
- One donor, one primary group. Rules run in a set order so each donor lands in one primary group, and monthly donors are matched first so they are never mistaken for lapsed one-time givers.
- Unclear outcomes. They are settled by reading Donor Segmentation on the donor, the giving history and the segment rule; a guess is never written.
03What arrives at handover
Inside the segment engine: the parts that read, place and explain
Intake admits and identifies, Logic builds and places, Oversight reconciles and reports.
IntakeLogicOversight
Eligibility gate Intake
Stops anything outside the agreed scope at the door and records what it stopped.
Stable identity ledger Intake
Binds each Nonprofit item to the donor segmentation result it created, so a second delivery of the same item finds the first.
Schema-aware mapper Intake
Checks each mapped value against what Donor Segmentation accepts before a write is attempted.
Segment rule book Logic
Holds each group's definition by recency, frequency and amount in plain words.
Nightly refresh Logic
Re-places every donor overnight so groups follow their giving.
Exclusion filter Logic
Removes do-not-contact and opted-out donors from every group before anything is sent.
Rule note on the record Oversight
Writes the rule that placed a donor onto their record so staff can explain it.
Appeal comparison Oversight
Reports results for each segment so one appeal can be compared with the next.
Review queue Oversight
Surfaces ambiguous matches and permission failures for a quick human decision.
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04Who it's for
Designed for environmental groups and for the people who sort donors into groups that update themselves so each appeal reaches the people it was written for
Appeals work when donors feel the message was written for them, and that depends on lists that are right without a rebuild.
Direct-mail manager
"Pull the right list in minutes."
Each group is already current and ready to send.
Annual fund manager
"Compare appeals fairly."
The same rules give the same groups each time.
Email marketer
"Write for the right donor."
Lapsed, new and monthly donors are separate lists.
Executive director
"See who is slipping."
The lapsed group is counted every night.
Database manager
"Keep rules in one place."
Definitions are written down, not saved in someone's filters.
Board treasurer
"Trust the retention numbers."
Segments and figures come from the same rules.
05Compare
A list pulled once a quarter and filtered by whoever is sending and zaps versus live donor segments built from recency, frequency and amount, with rules you can read
Each can filter a donor list. Only one keeps written rules, refreshes nightly and explains each placement.
| How lists are built | A filter for every send | Donors on the wrong list | Our segment rules |
|---|---|---|---|
| What starts the work | Whoever sees it first | Every event, in any order | YesA qualifying gift change confirmed against Nonprofit state |
| How identity is decided | By whoever remembers | The last value seen | YesA fresh filter for every appeal |
| What reaches Donor Segmentation | Text retyped by hand | An untyped bundle | YesWritten rules that refresh and explain themselves |
| After an uncertain result | A spreadsheet of mismatches | Sends the same request again | YesLooks before it writes again |
Out-of-sequence updates
The route keeps the latest confirmed state for each record and refuses to let an earlier event replace it.
A lapsed donor makes a gift the morning an appeal for lapsed donors goes out
The overnight refresh has moved them out of the lapsed group before the send, so they receive a thank-you path and not the appeal. A lookup by the donor, the giving history and the segment rule gives one of four verdicts, and each verdict has its own prepared response. The decision to create follows the search, never precedes it.
The route is only as reliable as the donor, the giving history and the segment rule, which is why it is designed first and tested hardest.
PricingScope is donors, giving bands and segments
Scope your segments, group by group
Pick the depth of Nonprofit donor segmentation you need; the calculator shows the price and the delivery range as you go, from $1,260.
One setup fee · Range shown first · PDF handover included
View Pricing
Pricing
Build your Nonprofit to Donor Segmentation price
Pick a package, answer three short questions about how Nonprofit data should reach Donor Segmentation, and your price and turnaround move as you choose.
06The process
Six steps from rebuilt lists to groups that stay current
You see something concrete at every one of the six steps.
Define your groups
We write down the groups you use, the dates and amounts that define them and which appeals each one receives.
Approve access
First the permissions, kept as small as donor segmentation allows in Nonprofit; then the identifiers that tie the records together.
Agree the order of rules
The order rules run in, how monthly donors are handled and the exclusions to apply are written down and signed off.
Check the failure paths
We confirm that a duplicate, a stale event and a denied request each end in the right outcome in a test Donor Segmentation.
Launch with notes
Handover closes the project: a live route, a checkpoint to prove it, and documentation to run it.
Keep an eye on it
After go-live the route is watched for drift, permission changes and unusual volumes.
07Turnaround
Days to delivery, package by package
The timeline starts once Nonprofit and any connected tools can be reached.
Intake
6 to 10 business days
Logic
10 to 16 business days
Oversight
16 to 24 business days
08Before we start
Items to hand over at kickoff
Consent from your Nonprofit owner to read the agreed records
Read and tag access to your donor database and email tool, and your current segment definitions
A Nonprofit login or API key for the account, scoped to this route
A short description of what done looks like in Donor Segmentation
A list of existing Donor Segmentation records the route must not touch
Agreement on how quickly exceptions need an answer
09Security and ownership
What crosses is written down, and so is how to switch it off
Only listed Nonprofit fields feed the donor segmentation route, and only listed destinations receive anything from it.
No plugin, no patch
Nothing is added to Nonprofit or Donor Segmentation themselves. The route connects at the documented edges and stays there.
Scoped, revocable access
Connections are restricted to the objects on the approved list.
Masked where needed
Values that should not be visible downstream are dropped or masked first, with the decision written into the handover.
Uncertainty is investigated
A lost reply opens a check against Donor Segmentation. The segment is found, compared and either left alone or corrected.
Minimal logging
Only technical identifiers reach the run history.
Full handover
The finished route and its explanation are delivered together.
10In their words
What BoldBellows clients say
Verified reviews from operations and finance teams who trust BoldBellows to keep their data moving correctly.
AI CRM Automation
Our CRM was barely used because updating it by hand was tedious. BoldBellows automated data entry, tagging, segmentation and follow-ups.
Now the CRM is always up to date and our campaigns are far more accurate. It improved our whole sales pipeline.
AI Lead Qualification & Sales Automation
Our sales team wasted hours chasing cold leads. BoldBellows built an AI lead-scoring system that reads behavior, email engagement and buying signals.
It filters out weak leads and sends personalized follow-ups automatically, so our team only talks to people who are ready to buy. Conversions rose 40% in the first month. It paid for itself straight away.
AI Email & Smart Inbox Management
Our inbox used to be chaos. BoldBellows built an AI email system that sorts messages, drafts replies and flags anything urgent.
It learns how we write and gets better every week. We reply faster and no longer miss important messages. It feels like having a personal assistant working around the clock.
AI Workflow Automation for Agencies
Running a digital agency with many clients was overwhelming. BoldBellows built one automation dashboard that tracks tasks, sends updates and creates client reports automatically.
Clients love the transparency and we love the time we get back. Productivity is up, and project delays have dropped to almost zero.
AI Booking & Scheduling Automation
Our coaching business needed a better way to schedule. BoldBellows automated all of it: bookings, reminders, cancellations and follow-ups.
No-shows fell by 60% and clients enjoy how smooth it is. It feels personal, not robotic. One of the best upgrades we’ve made.
AI Translation & Localisation
When we expanded abroad we needed fast, accurate translations. BoldBellows built an AI translation system that turns our content into several languages instantly.
The translations read naturally and suit each culture. We now serve customers in five new countries without hiring translators. BoldBellows helped us go global.
AI HR & Recruitment Automation
Our HR team was drowning in applications. BoldBellows automated screening, skills-based filtering and interview scheduling.
It saves us hours every week and means we only interview qualified people. Hiring is now faster, better organized and more professional.
AI Accounting & Invoice Automation
BoldBellows automated our whole invoicing process: creating invoices, sending reminders and tracking payments.
Late payments dropped sharply, and our accounting team finally has time for strategy instead of repetitive admin. Worth every penny.
AI Data Entry & Reporting Automation
We used to spend hours collecting data and building weekly reports by hand. BoldBellows automated all of it.
The reports are clean, visual and easy to read, and our managers rely on them for quick decisions. Human error is gone and our numbers are more accurate across the board.
AI Chatbot & Customer Support
BoldBellows built an AI support chatbot for our online boutique, and it has changed how we run the business. We used to have two full-time staff answering the same questions all day. Now the AI handles order tracking, product recommendations and even refund requests on its own.
What surprised me most is how natural it sounds. Customers compliment the ‘agent’ without realizing it’s AI. Our support workload dropped by 75% and customer satisfaction went up dramatically.
AI Content & Social Media Automation
Our marketing agency couldn’t keep up with content. BoldBellows set up an AI content engine that writes blog posts and captions and even designs our social media creatives.
It spots trends and suggests topics for us, so we stay ahead of competitors. We now produce three times the content with the same team, and engagement has soared. They didn’t just automate our workflow, they lifted our whole brand.
AI Video & Voice Automation
We publish product videos every week, and BoldBellows introduced us to AI video automation. The system writes the script, voices it and produces the finished video in minutes.
The quality is remarkable: professional voiceovers, clean visuals and smooth editing. Production time went from three days to under 30 minutes, and we scaled our video marketing without adding cost.
AI E-commerce Listings Automation
BoldBellows automated our product listings. The AI writes descriptions, organizes photos and publishes listings across several marketplaces.
It even answers customer questions instantly. Our store looks more professional and sales have noticeably increased.
AI Customer Journey Automation
We wanted a smoother path from first contact to purchase. BoldBellows built an AI system that guides each customer there automatically.
It sends personalized messages, recommends products and follows up at just the right moment. Customer retention has improved dramatically.
AI Document & Contract Automation
Onboarding was slow because we wrote every contract by hand. BoldBellows automated the lot: contracts, welcome emails and client setup.
What took 48 hours now takes under 10 minutes, and clients regularly tell us how professional it feels.
AI Social Comment & DM Automation
We get thousands of comments and messages every week. BoldBellows built an AI system that replies instantly, filters spam and surfaces the important ones.
Engagement is up and our page looks active around the clock. It’s like having a full social media team that never stops.
AI Voice Assistant
BoldBellows built a custom AI voice assistant for our customer hotline. It answers questions, books appointments and handles simple requests.
Customers love how fast it is, and our call-centre workload dropped dramatically. One of the smartest upgrades we’ve made.
AI Automation Partner
BoldBellows is hands-down the best AI automation partner we’ve worked with. Their systems are fast, reliable and built around how our business actually works.
Every automation they’ve delivered, from customer service to content, runs flawlessly. We’ve saved time, cut costs and grown faster than we expected.
11FAQ
Donor segmentation for fundraisers: what appeals teams ask
The essentials in question-and-answer form, with room for your own in the quote request.
Can a zap deal with the awkward cases in Nonprofit donor segmentation?
You can get appeals that reach the right group without anyone rebuilding a list from a no-code recipe. Such a recipe will not keep a message for lapsed donors away from a person who gave last week and treat monthly donors on their own. Filling those gaps is most of the job.
What groups does the automation create?
The ones you define, typically new, repeat, monthly, lapsed, major and event donors, each from written rules on dates and amounts.
How often do groups update?
Overnight, so a donor who gives today is in the right group tomorrow, before the next send.
Can I see why a donor is in a group?
Yes. The rule that placed them is written onto their record.
What about donors who asked not to be contacted?
A single exclusion list is applied to every group before anything leaves.
Can the segments reach our email tool?
Segments are written as tags or lists in any tool we can reach through its API or a connector, confirmed in the quote.
How is nonprofit donor segmentation automation priced?
You receive one written quote, based on how many groups you need and how many tools must receive them.
Do you document the Nonprofit fields behind donor segmentation?
Yes, and it is the first deliverable: the Nonprofit donor segmentation field map, reviewed with you before the build begins.
Are the donor segmentation rules ours to set?
Yes. You choose the conditions and we build Nonprofit donor segmentation to match, from $1,260.
How is donor segmentation kept current as Nonprofit evolves?
Dependencies are listed at handover. A breaking change pauses just the part it touches and alerts your owner, and post-review fixes are quoted separately.
Next stepSend each appeal to the donors it was written for
Give your appeals groups that are right on the day
Trigger, outcome, exception owner: send those three for Nonprofit donor segmentation and the price starts at $1,260.
- From $1,260, paid once
- Written rules
- Refreshed overnight
- No monthly fee from us
For enterprise-scale or multi-region needs, request a tailored quote.