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Salesforce data quality for orgs where the same person exists three times

Salesforce duplicate management automation with tuned rules, safe merges and a queue for the doubtful

Salesforce merges at most three duplicate records at a time, and duplicate rules can either alert the user or block the save, so cleanup is a rule choice before it is a tool. BoldBellows records the candidate records, the matching rule that flagged them and who owns each before any merge is proposed, blocks or alerts by rule, merges only what is safe and sends the rest to a data steward, then works in two directions: prevention, by tuning the matching rules to the fields your data really has, such as email, phone, name with company and website, and deciding for each entry route whether a duplicate is blocked, alerted or allowed, and cleanup, by running duplicate jobs, merging the sets that meet a safe rule with the most complete record winning, and queuing doubtful sets for a data steward. A monthly report shows the duplicate rate by source so the entry points that create the most can be fixed.

View Pricing

From $1,670, paid once. Salesforce duplicates.

Salesforce duplicate management automation with matching and duplicate rules tuned to your data safe merges a steward queue for doubtful sets and a report on the falling duplicate rate, built by BoldBellows

Proof points for Salesforce duplicate management

  • Rules tuned to your data not defaults
  • Block or alert by entry route
  • Safe merges most complete record wins
  • Sources reported fix the leaks
  • Fixed scope What is built, tested and handed over is agreed before work begins
  • Extras priced in advance start at $1,670; every add-on shows its cost before you tick it

01 · the three-records-for-one-person problem

Cleaning duplicates once a year while creating them every day

Duplicates are created at the rate people and systems enter data, and most cleanup efforts address only the stock. A web form creates a lead for someone who is already a contact, an import adds a thousand records with slightly different spellings, and a rep creates an account because they could not find the existing one. Default matching rules are too loose or too strict for the data in the org. Merging by hand takes time, and a careless merge destroys history. Without a view of where duplicates come from, the same sources refill the org after every cleanup.

Cleanup of the stock only

Creation went on.

Loose default rules

They matched the wrong things.

Strict default rules

They missed real duplicates.

Before Salesforce to Deduplication automation: manual leads exports, duplicates and broken formulasThe old way: a drifting, glitching signal and stray export files, with no single source of truth.SIGNAL · DRIFTINGNO SYNCxleads_(2).csvxFINAL_v3.csvxstage changes.xlsx37 files · 3 sources · 0 truth
Before the same merge made again
  • Anything the trigger matches is sent on
  • Duplicates are cleaned once a year and return at once
  • Nobody knows where they come from
After Salesforce to Deduplication automation: one clean queue that matches SalesforceThe new way: Salesforce leads on the left matched line by line to the same duplicate pairs in a duplicate review queue on the right, with zero difference.SALESFORCEDUPLICATE REVIEW QUEUE#1042$84.00#1042$84.00#1043$129.50#1043$129.50#1044$56.25#1044$56.25#1045$212.00#1045$212.00#1046$48.90#1046$48.90#1047$74.00#1047$74.00Δ 0diff6 / 6 duplicate pairs matched
After the duplicate set holds one true merge
  • A repeat finds its merge through the set of record IDs and the matching rule that grouped them
  • Rules prevent most duplicates at entry
  • Sources are measured and fixed

02 · how it works

How duplicates are stopped at entry and cleared from the stock

Nothing is written until the change is judged and the merge has been looked for.

How Salesforce to Deduplication automation works: leads in, one clean duplicate pair each, on a scheduleYour Salesforce org and your duplicate review queue either side of a sweeping radar that is the BoldBellows sync, checking on a schedule.Your Salesforce orgread-only accessYour duplicate review queuein your data workspaceREAD-ONLY0 DUPLICATESBoldBellows syncSYNC · CHECKS ON A SCHEDULEHow Salesforce to Deduplication automation works: leads in, one clean duplicate pair each, on a scheduleYour org, the sync radar, your queue.Your Salesforce orgread-only accessYour duplicate review queuein your data workspaceBoldBellows sync
  1. 01

    Admit only what counts

    Each Salesforce event is verified and logged; anything outside the agreed scope is set aside with a reason.

  2. 02

    Match, block, alert

    Matching rules flag candidates at entry and block or alert by route.

  3. 03

    Merge, queue, report

    Safe sets merge, doubtful sets go to a steward and sources are reported.

How Salesforce behaves, and what that means for duplicate management

  • Merges join up to three records

    Salesforce merges at most three duplicate records at a time, and duplicate rules can either alert the user or block the save, so cleanup is a rule choice before it is a tool.

  • Merges are limited to three

    A single merge combines at most three records, so large duplicate sets are cleared in rounds with the survivor chosen by completeness.

  • Retry rules

    Retries are preceded by a check of the duplicate set using the set of record IDs and the matching rule that grouped them, so repeating a request cannot repeat its effect.

03 · what ships in the build

Everything in the duplicate set route, laid out

Launch is the front door. Route is the workshop. Govern is the inspection that keeps the route honest.

What lands in your queue: leads, rules and reports from SalesforcePivot table in Deduplication as a dark console: pipeline by deal with glowing bars, beside a daily net pipeline chart.PIPELINE BY DEALDEALQTYWEIGHTEDWebsite enquiry412$18.4kRenewal306$12.2kExpansion deal244$9.6kEvent lead188$7.9kUpsell160$2.4kReseller deal96$8.8kWEIGHTED PIPELINE · DAILY

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Event qualifier

Reads the Salesforce record and confirms it satisfies the trigger before the duplicate set is touched.

Launch

Stable identity ledger

Logs the Salesforce object, the decision taken for duplicate management and the time, and a repeated event is checked against that log.

Launch

Mapping contract

Holds the agreed Salesforce-to-duplicate set field map as a versioned contract, not a habit.

Launch

Rule tuner

Tunes matching and duplicate rules to your fields.

Route

Set finder

Finds duplicate sets across leads, contacts and accounts.

Route

Safe-merge matrix

Defines survivor choice and safe-merge conditions.

Route

Duplicate register

Runs a regular comparison between both sides and keeps the mismatches in view, on the Salesforce Duplicate Management service.

Govern

Source monitor

Ranks entry routes by duplicates created.

Govern

Escalation list

Shows which exceptions are getting old and who has to act on them.

Govern

04 · who it's for

Made for B2B software companies that then stop Salesforce duplicates at the door and clean up the ones already inside: matching and duplicate rules that fit your data, safe merges, a review queue for doubtful sets, owners kept informed and a report that shows the rate falling

Teams want one trustworthy record for each person and company, without losing history.

Sales rep

"Find the original."

Duplicates alert me.

Marketing manager

"Stop double leads."

Entry routes are checked.

Data steward

"Review the doubtful."

They're queued.

Administrator

"Tune the rules."

The data shows where.

Executive

"Trust the counts."

One record per person.

Service agent

"See one history."

Records are merged.

Cost is shaped by matching rules, merges and stewards

See the Salesforce to the duplicate set price, then decide

Price Salesforce duplicate management yourself in about two minutes. Launch starts at $1,670 and every extra shows its cost.

View Pricing
  • One setup fee
  • Range shown first
  • PDF handover included

05 · compare your options

How Salesforce gets into the duplicate set: a duplicate report run once a year, a connector, or a Salesforce duplicate management program with rules and a steward queue

Each can merge records. Only one tunes rules to your data, prevents duplicates at entry and reports their sources.

Comparison table: How Salesforce gets into the duplicate set: a duplicate report run once a year, a connector, or a Salesforce duplicate management program with rules and a steward queue
The triggera duplicate report run once a yearA template zap for the duplicate setBoldBellows build: Salesforce duplicate management
What starts the workA team member checks SalesforceAny event the zap listens toA Salesforce event that matches your trigger definition
How identity is decidedSearched by name or addressWhatever field is mapped firstSet of record IDs and the matching rule that grouped them
What reaches the duplicate setThe parts someone thought ofFields forwarded uncheckedA prevented duplicate, a safe merge or a stewarded decision, plus a source report
After an uncertain resultIt waits until somebody noticesStops with an error emailReads the duplicate set by the set of record IDs and the matching rule that grouped them before any rewrite
By handAutomated37 files · 12 errors1 queue · 0 errors

An old change turns up late

A delayed Salesforce event is compared with what the duplicate set already holds and is set aside if it would undo something newer.

A web form submits a lead who is already a contact

The duplicate rule alerts the process, the lead is linked to the existing contact instead of being created, and the form source is counted. The set of record IDs and the matching rule that grouped them turns the question into a lookup, and the answer is one of four: nothing, right, wrong or unclear. Everything else is an update, a no-op or a case for a person.

Before fields or branches are discussed, the set of record IDs and the matching rule that grouped them is fixed, because every later decision reads from it.

Pricing

Build your Salesforce to Duplicate Management price

Pick a package, answer three short questions about how Salesforce data should reach Duplicate Management, and your price and turnaround move as you choose.


Choose your packageRequired

The three packages differ by how much routing, reconciliation and governance sits around the Salesforce to Duplicate Management route.

A focused production route for one Salesforce environment and one Duplicate Management destination, delivering Salesforce duplicate management automation with matching and duplicate rules tuned to your data, safe merges, a steward queue for doubtful sets and a report on the falling duplicate rate with identity and failure controls from day one.

  • One approved Salesforce Workflow event family and business-state admission rule within the Salesforce Duplicate Management service.
  • One authorized account, workspace, organization, or base boundary within the Salesforce Duplicate Management service.
  • One Duplicate Management object contract with field and relationship mapping
  • Stable matching through Salesforce org plus object API name, record, Flow interview, approval request, case, opportunity, quote, or task ID and source identity paired with the authoritative duplicate management record, execution, conversation, transaction, or decision identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the Salesforce Duplicate Management service.
  • Implementation map, test record, and premium PDF operations handover within the Salesforce Duplicate Management service.

Adds branching, matching and a bounded historical pass for teams whose route into Duplicate Management cannot be one straight-through action, while still delivering Salesforce duplicate management automation with matching and duplicate rules tuned to your data, safe merges, a steward queue for doubtful sets and a report on the falling duplicate rate.

  • Everything in Launch
  • Up to four approved routing or state-transition branches within the Salesforce Duplicate Management service.
  • Existing-record resolution and one bounded historical checkpoint within the Salesforce Duplicate Management service.
  • Lookup-before-replay protection for uncertain writes
  • Named exception ownership and a decision-ready evidence packet within the Salesforce Duplicate Management service.
  • Field, permission, and destination-state validation before mutation within the Salesforce Duplicate Management service.

Adds reconciliation and governance for teams that now depend on Salesforce duplicate management automation with matching and duplicate rules tuned to your data, safe merges, a steward queue for doubtful sets and a report on the falling duplicate rate, with drift detection and an exception register for Duplicate Management.

  • Everything in Operations
  • Scheduled source-to-destination reconciliation
  • Schema, field, scope, and webhook drift checks within the Salesforce Duplicate Management service.
  • Volume-aware retry ceilings and stale-event protection
  • Aged-exception reporting with ownership status
  • Thirty-day release watch and operating review

In this Salesforce Duplicate Management design, multi-business-unit routing, unrestricted bidirectional synchronization, regulated archives, unsupported extensions, or additional destination systems receive a separate written quote. Third-party subscriptions and usage charges are excluded.

Which Salesforce events should reach Duplicate Management?Required

Governed lifecycle set: Use this when several approved Salesforce transitions must converge on one Duplicate Management duplicate pair.

How should Duplicate Management recognize a Salesforce record it has already handled?Required

Ambiguity queue: Route zero-match and multi-match cases to an owner instead of letting Duplicate Management guess.

How much Salesforce context should travel into Duplicate Management?Required

Managed repair case: Capture evidence, ownership and a safe next action whenever a Duplicate Management write is uncertain.

How soon do you need it live?Required

Standard follows the schedule your other choices set. Pay to move up the queue and go live sooner.

Optional extrasOptional

Each one begins switched off. Turn on what your rollout needs, watch the total, switch it back off.

06 · process & getting started

Six steps from yearly cleanup to duplicate management

Six stages, one owner on your side, and a written output at the end of each.

  1. Step 01

    Measure your duplicates

    We find the duplicate rate by object and entry route and test matching rules on your data.

  2. Step 02

    Approve access

    You grant narrow rights in Salesforce and the connected tools, and we settle which identifiers connect each record to its result.

  3. Step 03

    Agree the rules

    Matching rules, block or alert choices, the safe-merge rule and the steward queue are written out and approved first.

  4. Step 04

    Try to make it fail

    Every failure we can think of is tried against a test the duplicate set, and the ones that matter become written repair steps.

  5. Step 05

    Launch with notes

    After the final test we enable the route and give you notes that name every owner and repair path.

  6. Step 06

    Thirty-day look-back

    A review at the end of the first month covers volume, exceptions, retries and anything that drifted.

Handover for Salesforce to Deduplication automation: notes, a checked run and a health checkHandover readiness: six lit indicators for trigger, mapping, replay, duplicates, owner and pack, and a clear-to-launch banner.LAUNCH READINESSALL CLEARTRIGGERconfirmedMAPPINGlockedREPLAY48 / 48DUPLICATES0OWNERnamedPACKreadyReady to run on its ownsupervised for the first week, then hands-off

07 · turnaround

Package timings at a glance

We count delivery from the point Salesforce is reachable, not from the day of order.

Launch

6 to 10 business days

Route

10 to 16 business days

Govern

16 to 24 business days

08 · before we start

What to have ready

  • A Salesforce connection you are happy for us to test with

  • A Salesforce org with admin access, a backup of the objects to be cleaned and a data steward to review doubtful sets

  • Salesforce credentials we can use for the agreed resources and events

  • The trigger you want: what must happen in Salesforce before anything is sent

  • A decision on which Salesforce values must never reach the duplicate set

  • Confirmation of which environment is production

09 · security and ownership

Your data stays in its place, except what the map allows

Access to Salesforce is cut to the duplicate management work, and each write goes to a named place rather than to wherever the data could fit.

Read-only Salesforce to Deduplication access: your data stays yoursFour data lanes hit an access gate; three from strangers are blocked with red crosses and one from named people passes through with a tick.ACCESS GATE×××STRANGERSLINK GUESSERSNAMED PEOPLEONLY YOUR NAMED PEOPLE GET THROUGH

Your tools stay as they are

We work with the supported connection points of Salesforce and the duplicate set and leave the products exactly as you run them today.

Scoped, revocable access

Least-privilege access is the default, and it is documented.

Less data, less exposure

Each field sent to the duplicate set has a stated purpose. Sensitive values are excluded or masked before anything is written.

Look, compare, then act

An unclear write is settled by finding the merge and comparing it with the intended values, not by sending again.

Minimal logging

The audit trail is made of IDs and decisions, not personal data.

Full handover

After handover you can maintain, change or retire the route on your own.

10 · verified reviews

What BoldBellows clients say

Verified reviews from business owners who use BoldBellows automations every day, from marketing and sales to support and operations.

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.

David KimVerifiedSeoul, South Korea

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.

Sarah MüllerVerifiedZurich, Switzerland

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.

Ravi PatelVerifiedNew Delhi, India

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.

Pedro LimaVerifiedSão Paulo, Brazil

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.

Nadia HassanVerifiedCairo, Egypt

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.

Michael O’ConnorVerifiedDublin, Ireland

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.

Sofia DimitrovVerifiedSofia, Bulgaria

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.

Hannah JohnsonVerifiedChicago, USA

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.

Kwame MensahVerifiedKumasi, Ghana

11 · questions

Salesforce duplicates: what data stewards ask

Short answers to what people ask before they book. Anything else can go in your quote request.

Is a one-step connector enough for Salesforce duplicate management?

A simple connector can give you one record per person and company, fewer duplicates created in the first place and a clear way to fix those that exist. It will not choose matching rules that fit, merge safely or prevent duplicates at entry. These are the parts the build adds.

How many records merge at once?

Up to three.

Can duplicates be blocked?

Yes, or alerted, per entry route.

Which record survives?

The most complete one.

What about doubtful sets?

A steward decides.

Where do duplicates come from?

The monthly report ranks the sources.

Is a backup needed?

Yes, before any cleanup.

Will there be a written map for Salesforce duplicate management?

Yes, and it comes first: a plain field map for Salesforce duplicate management that you approve before a single rule is configured.

Is duplicate management adjustable to the way our team works?

Yes. If duplicate management depends on your policy, we build the policy in. Prices open at $1,670.

How are Salesforce API changes handled?

We write down what the route assumes. When an assumption stops being true, the route stops that step and says so, rather than improvising. This page also answers searches for custom salesforce duplicate management automation.

Stop creating duplicates and clear the ones you have

Give your org one record per person, and a way to keep it so

Answer those and Salesforce duplicate management starts at $1,670.

If your process has extra branches, we will price them on their own line.