Donor database design

A clean donor database that drives the next action

Move beyond a contact spreadsheet by governing identity, household and organization links, consent, roles, gift context, segments, interactions, ownership, and duplicate review.

The Jodoo example pairs a populated constituent queue with gift and acknowledgement records so segments open real relationship work—not static mailing lists.

  • Stable constituent IDs are generated automatically
  • Duplicates and consent exceptions enter review queues
  • Segments connect to owners, actions, and outcomes
Minimum useful data model

Separate identity from activity and giving history

Putting every fact in one wide donor table makes duplicates harder to resolve and history harder to trust.

Constituent identity

Generated ID, preferred name, constituent type, household or organization, location, contact channels, language, and source.

A stable person or organization record that can connect to many activities.

Consent and contact rules

Channel-specific consent, do-not-contact status, source, effective date, and review note.

Safer filtering and fewer conflicting lists.

Roles and relationships

Donor, volunteer, member, board, partner, program, employer, family, and relationship dates.

One identity with several mission relationships.

Gift and commitment history

Transaction reference, date, type, amount, fund, restriction, pledge, acknowledgement, and reconciliation state.

Stewardship context without storing payment credentials.

Interactions and work

Contact date, channel, purpose, outcome, owner, next action, due date, priority, and follow-up result.

A database that supports coordinated action instead of passive storage.
Database health

Review exceptions before they become campaign mistakes

Automated flags should start a controlled review, not silently overwrite constituent history.

Name, email, address, or household collision

Why it matters

The records may represent the same person—or different people sharing details.

Next responseCompare roles, gifts, consent, interactions, and identifiers before merging.

Unknown or conflicting consent

Why it matters

The team cannot prove a safe communication choice.

Next responseRestrict the affected channel and assign a verification action.

Unassigned high-value or high-engagement record

Why it matters

Important follow-up has no accountable owner.

Next responseRoute the record by segment, location, program, or relationship type.

Stale relationship record

Why it matters

The profile is open but no meaningful action or verification occurred.

Next responseReview contactability, role, engagement, and next step before outreach.
Data that leads to action

Measure whether the database is usable—not merely large

Each measure should open the underlying records someone can improve.

01

Possible duplicate rate

The share of constituent records awaiting identity review.

Assign comparison and merge decisions to the data steward.
02

Consent completeness

Records with a known communication state and evidence source.

Prioritize active relationships with missing or conflicting consent.
03

Owner coverage

Active and priority constituents with a named relationship owner.

Reassign orphaned records after staffing or territory changes.
04

Next-action coverage

Active relationships with a relevant future action and due date.

Remove empty tasks and resolve stale follow-up.
05

Stale-record queue

Profiles that have not been verified within the organization’s chosen interval.

Review before using the data for segmentation or outreach.
Keep the database adaptable

Change fields and controls together

A field is useful only when it appears in the right form, view, permission, filter, and quality check.

Change requestSpreadsheet or fixed processIn Jodoo

Add a board-member and employer relationship

Add columns to several exports and reconcile them later.

Add related role choices, dates, visibility rules, filters, and follow-up views.

Create a new stewardship segment

Maintain formulas and send the filtered list to owners.

Update the segment rule, owner view, reminders, and dashboard measure.

Tighten duplicate review

Rely on ad hoc sorting and manual merge notes.

Add candidate signals, a review status, evidence, decision, and audit history.
Sensitive and specialist data

Do not turn the donor database into a copy of every system

Store the relationship context needed to act and link to authoritative systems for the rest.

Coordinate in JodooUse specialist systems forConnect the work

Constituent identity, roles, consent state, segments, interactions, actions, and references

Payment credentials, bank details, card data, and settlement operations

Use secure transaction IDs and minimum necessary status.

Gift and pledge context for acknowledgement and stewardship

Fund accounting, general ledger, tax treatment, and official financial reporting

Retain the finance reference and reconciliation outcome.

Known preferences and relationship outcomes

Purchased enrichment, wealth screening, and high-volume marketing execution

Apply purpose, consent, governance, and retention rules before importing data.
Donor database questions

Design for data quality and daily use

A reliable database is an operating practice, not a one-time migration.

What fields belong in a donor database?

Use stable identity, household or organization, contact details, consent, roles, relationship owner, gifts and pledges, funds and restrictions, acknowledgement, interaction history, segment, next action, due date, and data-quality state. Add only fields with a clear purpose and owner.

How should duplicate donors be handled?

Flag likely matches, compare identity, household, consent, giving, and interaction history, then record a reviewed merge or keep-separate decision. Do not automatically merge on one shared email or address.

Is a donor database the same as donor management software?

The database is the connected record foundation. Donor management software adds the workflows around gifts, acknowledgements, stewardship, promises, segments, reminders, permissions, and management review.

Can Jodoo import an existing spreadsheet?

Yes. Clean identifiers, duplicates, dates, controlled choices, consent states, and relationships before import, then test the result with a representative segment before migrating everything.

Start with the records people must trust this month

Import a representative segment, resolve duplicates and consent exceptions, then prove that every active relationship has an owner and useful next action.

Start for free