Donor Segmentation & Targeting

Q: Can we still manually adjust a segment after automation creates it?

Yes. The automated segment is generated as a draft and sent to your campaign manager for review.

Q: Will automation work with our existing CRM and email platform?

Automation integrates with mainstream CRMs like Salesforce and HubSpot, and email platforms like Mailchimp, Constant Contact, and Klaviyo. We confirm compatibility during setup.

Q: What if we need to segment donors by criteria that change each campaign?

You define the segmentation rules for each campaign, and automation applies them consistently. Rules can include gift amount, donation date, engagement score, geography, and custom fields.

Q: How do we know the segment is accurate before sending the campaign?

Automation generates a summary report showing segment size, composition, and any data quality flags. Your campaign manager reviews this report and approves the segment before it is imported into your email tool.

Turn scattered donor data into smart, behaviour-based segments that put the right ask in front of the right person.

40 hrs

Manual time identified

Companies have mapped

Map This Automation

About This Automation

Donor segmentation requires manual data export, cleaning, filtering, and validation across multiple tools. This repetitive work introduces errors, delays campaign launches, and consumes hours that could focus on donor relationships.

Automation extracts donor data, applies segmentation rules, validates results, and prepares import-ready files in a single workflow. Campaigns launch the same day with zero data errors.

Key features:

Extract and clean donor records from your CRM automatically

Apply segmentation rules based on gift history, engagement, and geography

Validate segment accuracy and flag missing high-value donors

Format and import segments directly into your email platform

Generate segment summaries and audit trails for compliance

Data insights How it works Apps used What you get FAQ

Top friction points when done manually

The issues teams report most often with this process

#	Friction point	Companies Report This
1	Manual data cleaning errors Duplicates and missing fields are introduced during export and spreadsheet manipulation, requiring rework.	80%
2	Multi-tool context switching Staff move between CRM, spreadsheet, and email platform, losing focus and introducing mistakes.	67%
3	Campaign launch delays Validation and correction cycles add 3-5 days before a campaign can be sent to the target segment.	53%
4	Inconsistent segmentation rules Manual filtering may miss donors or apply criteria inconsistently across campaigns.	40%
5	No audit trail Manual processes leave no record of which donors were included or excluded and why.	26%

Disclaimer

Automation readiness

How well-suited this process is for automation

Process Pain Score™

8.9/ 10

AI Fit Rating™

8.6/ 10

Automation Lift Index™

8.2/ 10

Hidden Overhead™

6.5/ 10

How The Automation Works

The full workflow, from trigger to completion.

1. Campaign Requestedtrigger

A fundraiser or campaign manager submits a campaign request via a form or message, including the campaign name, goal, and target donor criteria.

2. Fetch Donor Data from CRM

The automation queries the CRM ( or ) for all donors matching the requested criteria, pulling name, email, gift history, engagement score, and other key fields.

3. Apply Segmentation Rules

A segmentation evaluates each donor against the campaign criteria (gift amount thresholds, recency, engagement level, geography) and classifies them into the target segment.

4. Deduplicate & Validate Segment

The automation removes duplicate email addresses, flags records with missing critical fields, and generates a summary report of the segment size and composition.

5. Format for Email Platform

The segment is automatically reformatted to match 's import schema, with column headers and field mappings applied.

6. Import

The formatted segment is uploaded as a new audience list or added to an existing one, ready for campaign assignment.

7. Notify Team & Log Segment

A notification is sent to the campaign manager with the segment summary (size, key demographics, any data quality flags), and the segment details are logged for audit and compliance.

Most popular tool stack used

— the complete tool combinations companies use

48% of companies

32% of companies

19% of companies

Disclaimer

What you get when you map this process

Everything you need to understand, plan, and build your automation.

ROI and business case

What this process costs today and what changes once it's automated.

Launch schedule

What gets built, in what order, and what success looks like once it's live.

Process runbook

How the automation runs day to day, including exceptions and human decision points.

Developer handover pack

Full build spec, logic, and configuration — ready to hand off without a briefing call.

Integration and connections guide

Every tool connection, credential, and data mapping the build needs.

Test and QA plan

172 hrsIdentified

4Mapped

View

Frequently asked questions

Everything you need to know before mapping this process.

What happens if our donor data has duplicates or missing fields?

Automation detects and removes duplicates, validates email addresses, and fills missing fields using standard rules. Any records that cannot be automatically corrected are flagged for manual review.

Can we still manually adjust a segment after automation creates it?

Will automation work with our existing CRM and email platform?

What if we need to segment donors by criteria that change each campaign?

How do we know the segment is accurate before sending the campaign?

View more FAQs

Process pain:8.9/10

Mapped by:4 Companies

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Page updated 10 August 2026