Half a history on each record
Reports understated the total.
BoldBellowsFundraising CRM cleanup and donor deduplication for databases that grew by imports and event sign-ups
Fundraising CRM cleanup and donor deduplication that finds the same donor twice, merges the records only after approval and keeps the history
Donor databases often hold the same person under a nickname, a former surname or a spouse's record, so matching has to look at email, address and phone together and a person has to review every merge before it is final. BoldBellows exports the donor list read-only, notes how each record was created and keeps a full copy before a single record is touched, scores likely duplicates by email, address and phone together, lets a person approve every merge and keeps the old record's history linked to the new one, then carries out fundraising CRM cleanup and donor deduplication in stages: a read-only export and backup, a scoring pass that groups likely duplicates and ranks them by confidence, a review sheet in which a person approves, rejects or defers each pair, a merge that keeps every gift, pledge, note and communication preference on the surviving record, and a rule that opt-outs from either record are honored on the result. Households stay linked, not collapsed. The cleanup ends with a before-and-after count and a prevention rule, and custom fundraising CRM cleanup and donor deduplication for a second database follows the same stages.
View Pricing
From $2,035, billed once.
- Fundraising CRM cleanup
- Donor deduplication
- Merges approved by a person
Proof points for Nonprofit CRM cleanup and donor deduplication
- Backup before anythinga full copy is kept first
- Scored, not guessedemail, address and phone together
- A person approvesno merge is automatic
- History survivesgifts, notes and preferences stay
- Clear recoveryAn unsure write has a written next step, not a guess
- Extras priced in advancestart at $2,035; every add-on shows its cost before you tick it
01the same-donor-twice problem
Two records for one donor means two thank-yous and half a history
The database was built from imports, event sign-ups and a spreadsheet inherited from a volunteer, and now the same donor appears as Bill, William and W. Hartley with two addresses. Each record holds half of the giving history, so the report understates her total, the mailing goes out twice and a major gift officer phones someone about a first gift that was actually her tenth. A one-click merge tool exists, but nobody dares use it, because a wrong merge is much harder to undo than a duplicate.
Two mailings to one person
Duplicates were both on the list.
A first gift that was the tenth
The gift officer lacked the record.
The same database, with one record per donor
Before: copies pile up in CRM Cleanup and Donor Deduplication
- The route writes first and asks questions later
- The same donor appears under several names
- A merge feels too risky to run
After: a copy that stays current
- Every merge can be traced back by the donor IDs in each duplicate pair and the surviving record
- Each donor has one record with the whole history
- Every merge is approved and can be traced
02how it works
How a messy list becomes one approved record for each donor
The route reads, decides, searches and only then changes CRM Cleanup and Donor Deduplication.
- Start from the event. The route records who, what and when for the Nonprofit event, then judges it against your rule.
- Export, score, group. A read-only export is backed up, and likely duplicates are scored by email, address and phone and grouped by confidence.
- Review, merge, prevent. A person approves each pair, the merge keeps all history and honors opt-outs, and a rule stops the same duplicate returning.
How Nonprofit behaves, and what that means for CRM cleanup and donor deduplication
- One person, several records. Donor databases often hold the same person under a nickname, a former surname or a spouse's record, so matching looks at email, address and phone together and a person reviews every merge before it is final.
- Households are not duplicates. Two people at one address with one email may be a couple and not a duplicate, so the scoring flags shared households for review instead of merging them.
- Failure handling. A failed or unconfirmed write is recorded with its cause and verified in CRM Cleanup and Donor Deduplication via the donor IDs in each duplicate pair and the surviving record.
03Inside the build
Inside the cleanup: the parts that score, review and merge
What you choose is how far to go: Start gets one route live, Orchestrate adds the branching, Command adds continuous checking.
StartOrchestrateCommand
Qualifying-event check Start
Verifies the gift change is real, current and in scope before any write is planned.
Stable identity ledger Start
Logs the Nonprofit object, the decision taken for CRM cleanup and donor deduplication and the time, and a repeated event is checked against that log.
Sensitive-value screen Start
Keeps private Nonprofit values out of CRM Cleanup and Donor Deduplication unless the map says they may cross.
Backup and export Orchestrate
Takes a read-only export and stores a full copy before any change is made.
Duplicate scorer Orchestrate
Compares email, address, phone and name variants and ranks pairs by confidence.
Merge review sheet Orchestrate
Shows each pair side by side for a person to approve, reject or defer.
History keeper Command
Moves gifts, pledges, notes and communication preferences onto the surviving record.
Prevention rule Command
Checks new records against existing ones at entry so the same donor is not created twice.
Hold-and-review lane Command
Parks doubtful Nonprofit events with their evidence until a person decides.
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04Who it's for
Right for youth programs who find the same donor entered twice, merge the records safely and keep every gift and note
A trustworthy donor database is the base of every campaign, and cleaning it should never lose a gift or an opt-out.
Development operations
"Trust the database again."
Each merge is reviewed, logged and reversible from the backup.
Database manager
"Fix the import mess."
Scored pairs replace an afternoon of scrolling.
Major gifts officer
"See the true total."
The whole giving history sits on one record.
Executive director
"Stop the double mailings."
One record means one letter.
Volunteer data helper
"Do the review safely."
A side-by-side sheet makes each decision plain.
Board treasurer
"Report accurate donor counts."
Retention figures stop counting one donor twice.
05Compare
Comparing a spreadsheet of names sorted alphabetically by whoever has time, a connector and a duplicate review where each pair is scored, a person approves the merge and the history survives for CRM Cleanup and Donor Deduplication
Each can find a duplicate. Only one scores the pair, asks a person to approve it and keeps the history.
| How the mess starts | Scrolling through names | A merge nobody trusts | Our reviewed cleanup |
|---|---|---|---|
| What starts the work | A person decides case by case | Any change that matches the filter | YesA gift change that clears the admission check |
| How identity is decided | By the title someone typed | Matching on the text as it arrives | YesEyeballing duplicates, or a merge button nobody trusts |
| What reaches CRM Cleanup and Donor Deduplication | Screenshots and notes | The fields the template lists | YesScored pairs, approved merges and a history that survives |
| After an uncertain result | Ask around and fix it by hand | Retries until it works or fails | YesChecks CRM Cleanup and Donor Deduplication, records the outcome, then acts |
Delayed delivery, current state wins
If Nonprofit delivers an event late, it is compared with the stored state and cannot move the merge backwards.
Two records share an address and an email but have different first names
The pair is flagged as a likely household, not merged, and goes to a person who can confirm whether they are one donor or two. The route reads CRM Cleanup and Donor Deduplication through the donor IDs in each duplicate pair and the surviving record and labels the result before it touches anything. An existing merge is updated, never duplicated.
We agree the donor IDs in each duplicate pair and the surviving record before anything else, since matching, replay and repair all use it.
PricingYou pay for duplicate pairs, merges and donor histories
Scope your cleanup, source by source
Price Nonprofit CRM cleanup and donor deduplication yourself in about two minutes. Start starts at $2,035 and every extra shows its cost.
One setup fee · Range shown first · PDF handover included
View Pricing
Pricing
Build your Nonprofit to CRM Cleanup and Donor Deduplication price
Pick a package, answer three short questions about how Nonprofit data should reach CRM Cleanup and Donor Deduplication, and your price and turnaround move as you choose.
06The process
Six steps from a messy database to one record per donor
Six deliberate steps keep a small project from turning into a long one.
Back up and read
We take a read-only copy, count the records and note how the data entered the system.
Approve access
You grant narrow rights in Nonprofit and the connected tools, and we settle which identifiers connect each record to its result.
Agree the match rules
Which fields count, how confident a pair must be to appear and who approves merges are written down and signed off.
Test with bad data
Missing fields, odd characters, repeated events and revoked access are fed through a test CRM Cleanup and Donor Deduplication on purpose.
Launch with notes
Going live means starting from an agreed record, so nothing is missed or repeated, then handing over the notes.
Tune and hand over
Thresholds, branches and owners are adjusted after the first real runs, then the notes are finalized, in the Fundraising CRM Cleanup and Donor Deduplication service.
07Turnaround
Turnaround for the Nonprofit to CRM Cleanup and Donor Deduplication route
We count delivery from the point Nonprofit is reachable, not from the day of Nonprofit Fundraising order.
Start
6 to 10 business days
Orchestrate
10 to 16 business days
Command
16 to 24 business days
08Before we start
Before we begin: what we need
Permission to inspect the Nonprofit fields we will map
Read access to your donor database for the export, and a staff member who can approve merges during the review
Sign-off on which Nonprofit resources the route may read
The business rule that decides when a gift change becomes work in CRM Cleanup and Donor Deduplication
Any compliance rules that apply to the Nonprofit data
Anything the route should do differently at weekends or on holidays
09Security and ownership
Fields on a short leash, products left exactly as they are
Access to Nonprofit is cut to the CRM cleanup and donor deduplication work, and each write goes to a named place rather than to wherever the data could fit.
Built outside the products
The logic lives in the route, not inside Nonprofit or CRM Cleanup and Donor Deduplication, which means removing it later leaves both tools as they were.
Scoped, revocable access
Nothing runs with an administrator's full powers.
Fields on a need-to-know basis
Only the values in the approved map are written to the merge; the rest of the record stays where it began.
Safe to try again
Because the donor IDs in each duplicate pair and the surviving record is stored with each merge, a retry can tell 'already there' from 'never arrived'.
Minimal logging
Retention is short and the content is minimal.
Full handover
We hand across the map, the checks and the contact points for exceptions.
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 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.
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 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.
11FAQ
Cleaning a donor database: questions from data managers
Clear replies to the concerns that come up in almost every conversation.
Is a one-step connector enough for Nonprofit CRM cleanup and donor deduplication?
If one record per donor with their whole giving history is the whole job, use a zap. If the job also means you must merge a donor who appears under two spellings without losing gifts, notes or opt-outs, it is not. Everything in that list is included in the scope.
Will a merge ever lose a gift or a note?
No. Every gift, pledge, note and preference is moved to the surviving record, and the backup lets any merge be checked.
Are merges automatic?
No. Duplicates are scored and ranked, and a person approves, rejects or defers every pair.
What about couples who share an address?
They are flagged as a possible household and kept separate unless a person confirms they are the same donor.
What happens to opt-outs?
If either record asked to stop, the surviving record honors it.
Can new duplicates be prevented?
Yes. A check at entry looks for an existing donor before a new record is created.
How much does fundraising CRM cleanup and donor deduplication cost?
A fixed amount tied to the size of the database and the number of sources, agreed in writing before the export begins.
Will there be a written map for Nonprofit CRM cleanup and donor deduplication?
Yes, and it comes first: a plain field map for Nonprofit CRM cleanup and donor deduplication that you approve before a single rule is configured.
Is CRM cleanup and donor deduplication adjustable to the way our team works?
Yes. If CRM cleanup and donor deduplication depends on your policy, we build the policy in. Prices open at $2,035.
How are Nonprofit API changes handled?
Every interface is named in the notes. A change upstream halts the affected step and raises a flag, so nothing wrong is written. Later repair work is quoted separately.
Next stepGive every donor one clear record
Give your database a cleanup you can trust
Answer those and Nonprofit CRM cleanup and donor deduplication starts at $2,035.
- From $2,035, paid once
- Backup first
- History kept
- No monthly fee from us
Custom scope is available; describe it in your quote request.