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Customer identity resolution for businesses whose best customers appear three times in three systems

Customer identity resolution and deduplication automation that scores matches, merges the certain ones and queues the doubtful ones with evidence

A customer rarely uses the same email, name spelling or phone number everywhere, so every system ends up with its own version of them, and any merge made without evidence can combine two different people. BoldBellows lists every place a customer appears, the identifiers each system holds, such as email, phone and marketplace handle, and the evidence that should count as proof of the same person, scores possible matches against your rules, merges the certain ones, queues the doubtful ones for review and keeps the evidence and a way to undo every merge, then builds the customer identity resolution and deduplication automation in layers: identifiers are cleaned and normalized, each pair of possible matches is scored against rules such as exact email, phone plus surname or shipping address, high-confidence matches are merged into one profile with a record of why, doubtful ones go to a reviewer with both records side by side, and any merge can be reversed. Custom customer identity resolution can add household grouping.

View Pricing

From $2,620, paid once. Customer identity resolution.

  • Customer identity resolution
  • Matches scored with evidence
  • Every merge reversible
Customer identity resolution and deduplication automation scoring matches, merging by rule and queuing doubtful ones, built by BoldBellows

Proof points for Channel Hub customer identity resolution

  • Normalized identifiersclean before they are compared
  • Scored, not guessedrules you can read
  • Doubtful matches reviewedboth records side by side
  • Every merge reversibleevidence kept
  • Launch reviewThe first weeks are watched against the checkpoint log
  • Extras priced in advancestart at $2,620; every add-on shows its cost before you tick it

B2Before and after

Customers who exist three times get three welcome emails and no one knows their real history

The same person bought once with a work email, subscribed with a personal one and phoned support from a mobile number. Three systems hold three records. Marketing mails them three times, support cannot see their orders, and sales treats them as a new lead. A bulk deduplicate tool merges two people who happen to share a family email and nobody can undo it. Reports count customers that do not exist and miss repeat buyers who do.

Sound familiar?

One person, three records

Orders, emails and tickets are split.

Triple mailings

The same customer gets three welcomes.

Wrong merges

Two people combined by a bulk tool.

No way to undo

The merge lost the evidence.

Inflated customer counts

Reports count people twice.

Repeat buyers missed

Their history is scattered.

The same customers, counted once

Before

Before Channel Hub to Customer Identity Resolution automation: manual records exports, duplicates and broken formulasThe old way: a spreadsheet with dozens of near-identical tabs and a note asking which one is right.records_master_NEW_final.xlsxrecordsrecords (2)FINALFINAL v2copy of FINALsyncsopen syncs oldSheet14records NEWrecordsrecords (2)FINALFINAL v2copy of FINALsyncsopen syncs oldSheet14records NEW37 tabsand countingWhich tab is the right one?
  • Events are copied across unjudged
  • Duplicates are merged in bulk by a tool nobody checks
  • Nobody can say why two records were combined

After

After Channel Hub to Customer Identity Resolution automation: one clean registry that matches Channel HubThe new way: a grid of records, open syncs, syncs, sync reports and reports, each ticked as fetched, matched, written and verified.Sync run · 08:00On timeFetchedMatchedWrittenVerifiedProfilesRecords1,204Open syncs318Syncs12Sync reports46Reports9All 20 checks passed
  • Create, update or skip is decided by the matched identifiers and the profile they resolve to
  • Matches are scored by rules and merged with evidence
  • Doubtful pairs wait for a person, and merges can be undone

D4How it works

How scattered records become one profile with the evidence behind it

The path is short: admit, match, write, record.

How Channel Hub to Customer Identity Resolution automation works: records in, one clean profile each, on a scheduleRecords and syncs from your workspace pass through a checking matrix in the BoldBellows sync and land as clean profiles in your profile registry.#1048 9Maya Chen#1049 14Omar Hale#1050 -1SyncYour channel workspaceBoldBellows syncNo duplicate profilesYour profile registryRead-onlyYour scheduleHow Channel Hub to Customer Identity Resolution automation works: records in, one clean profile each, on a schedule, stacked: records from your workspace pass through the checking matrix into your profile registry.#1048 9Maya Chen#1049 14Omar Hale#1050 -1SyncYour channel workspaceRead-onlyNo duplicate profilesBoldBellows syncYour scheduleYour profile registry

1. Confirm the trigger

The route confirms that the Channel Hub event is authentic and that the sync event is one you asked it to act on.

2. Normalize, compare, score

Identifiers are cleaned, candidate pairs are compared and each is scored against your rules.

3. Merge, review, record

Certain matches merge, doubtful ones go to review, and every decision is stored with its evidence.

E5Inside your registry

How identity resolution works: clean, score and merge

Pick the depth you need. Entry is the foundation, Engine handles the variations, and Audit Desk guards Customer Identity Resolution afterwards.

Owner dashboard fed by Channel Hub to Customer Identity Resolution automationOwner dashboard in Customer Identity Resolution: a ranked race of best sellers, a channel split donut and this month's net records synced.Busiest channels raceOverview1Record record862Support ticket743Catalog item listing614Shipment update485Price update376Return record22By channel72%DirectPartnerOtherOverview1842+8.2% vs last monthRanked live from your synced records

Entry

Rule-based admitter

Matches the incoming event to the admission rule and logs the match for later audit.

Entry

Stable identity ledger

Logs the Channel Hub object, the decision taken for customer identity resolution and the time, and a repeated event is checked against that log.

Entry

Value normalizer

Standardizes formats, dates and casing from Channel Hub so Customer Identity Resolution receives clean values.

Engine

Identifier cleaning

Normalizes emails, phones, names and addresses so equal things look equal.

Engine

Match scoring

Scores candidate pairs against rules you can read and change.

Engine

Merge with history

Combines records while keeping every order, ticket and note from both.

Audit Desk

Review queue

Shows doubtful pairs side by side with the reasons for and against.

Audit Desk

Undo log

Stores the original records so any merge can be reversed.

Audit Desk

Incident trail

Keeps the sequence of events around any problem so the cause can be found fast.

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G7Who it is for

Helping marketing operations managers know that the customer who emailed, the buyer who ordered and the subscriber who clicked are one person

You cannot look after a customer you cannot recognize, and recognizing them is where the work starts.

Marketing manager

"Stop the triple mailings."

Each person gets one welcome.

CRM administrator

"Clean the database safely."

Merges are scored and reversible.

Customer service lead

"See the full history."

Orders and tickets appear on one profile.

Data analyst

"Count customers correctly."

Reports are built on resolved profiles.

Privacy officer

"Find all of a person's data."

One profile points to every record.

Ecommerce owner

"Recognize repeat buyers."

Purchases across channels join up.

Matches, merges and reviews move the estimate

Pricing for identity resolution: systems and rules

Price Channel Hub customer identity resolution yourself in about two minutes. Entry starts at $2,620 and every extra shows its cost.

View Pricing

One setup fee

I9Your options

Channel Hub to Customer Identity Resolution: the quick way, the usual way and an identity layer that scores matches, merges the certain ones and queues the rest with evidence

Each can store a customer. Only one scores the match, merges with evidence and lets you undo it.

Comparison table: Channel Hub to Customer Identity Resolution: the quick way, the usual way and an identity layer that scores matches, merges the certain ones and queues the rest with evidence
How customers are matchedTriple recordsBulk mergesOur identity route
What starts the workA manual checkEach raw notificationA sync event that passes eligibility
How identity is decidedName typed, hope it matchesName match, first result winsDuplicates, bulk merges and no undo
What reaches Customer Identity ResolutionKey fields, sometimesLoosely formatted textScored matches, evidence and reversible merges
After an uncertain resultA weekly tidy-upStops and loses contextReconciles first, writes only the difference
By handAutomated37 files · 12 errors1 registry · 0 errors

Yesterday's change, today's record

An event older than the state in Customer Identity Resolution is logged and closed, so delivery timing never decides which version wins.

Two family members share an email address and a shipping address but have different names and birthdays

The rules treat shared contact details as weak evidence, keep the two as separate profiles linked as a household, and record the decision so it is not asked again. The merged profile is located through the matched identifiers and the profile they resolve to, compared with the intended values and classified. A different or unclear merged profile goes to a named owner.

Decide the matched identifiers and the profile they resolve to early: it is how the route recognizes its own work.

Pricing

Build your Channel Hub to Customer Identity Resolution price

Pick a package, answer three short questions about how Channel Hub data should reach Customer Identity Resolution, 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 Channel Hub to Customer Identity Resolution route.

A focused production route for one Channel Hub environment and one Customer Identity Resolution destination, delivering customer identity resolution and deduplication automation that scores matches across systems, merges certain ones by rule and queues doubtful matches for review with undo with identity and failure controls from day one.

  • One approved Multi-Channel Integration event family and business-state admission rule within the Customer Identity Resolution and Deduplication service.
  • One authorized account, workspace, organization, or base boundary within the Customer Identity Resolution and Deduplication service.
  • One Customer Identity Resolution and Deduplication object contract with field and relationship mapping
  • Stable matching through enterprise plus customer, account, contact, product, SKU, order, shipment, return, refund, ticket, CRM, ERP, POS, warehouse, or source-record ID and source identity paired with the authoritative customer identity resolution and deduplication record, run, request, review, synchronization, transaction, or decision identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the Customer Identity Resolution and Deduplication service.
  • Implementation map, test record, and premium PDF operations handover within the Customer Identity Resolution and Deduplication service.

Adds branching, matching and a bounded historical pass for teams whose route into Customer Identity Resolution cannot be one straight-through action, while still delivering customer identity resolution and deduplication automation that scores matches across systems, merges certain ones by rule and queues doubtful matches for review with undo.

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

Adds reconciliation and governance for teams that now depend on customer identity resolution and deduplication automation that scores matches across systems, merges certain ones by rule and queues doubtful matches for review with undo, with drift detection and an exception register for Customer Identity Resolution.

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

In this Customer Identity Resolution and Deduplication 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 Channel Hub events should reach Customer Identity Resolution?Required

Governed lifecycle set: Use this when several approved Channel Hub transitions must converge on one Customer Identity Resolution profile.

How should Customer Identity Resolution recognize a Channel Hub record it has already handled?Required

Ambiguity queue: Route zero-match and multi-match cases to an owner instead of letting Customer Identity Resolution guess.

How should Customer Identity Resolution recognize a Channel Hub record it has already handled?Required

Managed repair case: Capture evidence, ownership and a safe next action whenever a Customer Identity Resolution 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.

J11The process

Six steps from scattered duplicates to resolved profiles

The plan has six steps and a fixed shape, so timelines stay honest.

  1. Find where customers live

    We list every system that holds a customer, the identifiers each one has and how clean they are.

    Day 1
  2. Approve access

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

    Access review
  3. Agree match rules and review

    Which rules merge automatically, which go to review and who reviews are written down and signed off.

    Build phase
  4. Replay the troublemakers

    Known problem cases are replayed through a test Customer Identity Resolution until each one ends safely.

    Before you review
  5. Launch with notes

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

    Release day
  6. Confirm it holds

    A short review confirms that counts, matches and exceptions behave as they did in testing.

    Day 1
Handover for Channel Hub to Customer Identity Resolution automation: notes, a checked run and a health checkHandover folder: a mapping guide, a runbook and recovery notes as registry-style PDFs inside a folder marked yours to keep.PDFGuidePDFRunbookPDFRecoveryYours to keepregistry · runbook · recovery notes

K12Turnaround

Package timings at a glance

Days run from the moment read access to the customer systems is shared.

Entry

6 to 10 business days

Engine

10 to 16 business days

Audit Desk

16 to 24 business days

L13Getting started

What to have ready

A Channel Hub connection you are happy for us to test with

Read access to the systems holding customer records, and the rules your team already uses to decide that two records are the same

A named Channel Hub contact who can approve access requests

The fields from Channel Hub that Customer Identity Resolution must receive

Details of any other tools that already write to Customer Identity Resolution

Permission to document the route in your handover pack

M14Safety and ownership

Approved data only, through supported doors only

Access to Channel Hub is cut to the customer identity resolution work, and each write goes to a named place rather than to wherever the data could fit.

Read-only Channel Hub to Customer Identity Resolution access: your data stays yoursA customer registry with the email identity field masked and a shield with a tick, plus a read-only key tag.CustomersNameEmailReconciledMaya Chen••••••@••••.com9Omar Hale••••••@••••.com14Lena Brooks••••••@••••.com5Sam Ortiz••••••@••••.com21Emails masked for everyone elseRead-only

Leaves both tools alone

The build uses supported access on each side and does not alter how Channel Hub or Customer Identity Resolution behave for anyone else on your team.

Scoped, revocable access

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

Scoped to the route

The merged profile receives the agreed fields for this route alone, which keeps reports and permissions in Customer Identity Resolution simple.

Checked before it is repeated

Each retry is preceded by a read of Customer Identity Resolution through the matched identifiers and the profile they resolve to, which keeps a timeout from becoming a duplicate.

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.

N15In their words

What BoldBellows clients say

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

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.

Samuel BoatengVerifiedAccra, Ghana

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 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.

Daniel BrooksVerifiedToronto, Canada

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.

Aisha MohammedVerifiedDubai, UAE

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.

Lucas SteinerVerifiedMunich, Germany

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.

Chloe AndersonVerifiedMelbourne, Australia

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.

Emily CarterVerifiedLondon, United Kingdom

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.

Kenji NakamuraVerifiedOsaka, Japan

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.

Olivia MartinezVerifiedAustin, USA

P16FAQ

Identity resolution: what data and marketing teams ask

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

?How long does it take?Asked most often6 to 10 daysSet date, no surprisesAnswers, straight away
Is a one-step connector enough for Channel Hub customer identity resolution?

Buying one profile per real person across every system from a connector is fine. Expecting it to collect identifiers, score matches, merge by rule, queue the doubtful ones and keep an undo for every merge is where they fall short. That is the difference between moving data and running a route.

Which systems can be matched together?

CRMs, stores, email tools, help desks and databases that offer an API or export can be matched together, and the quote lists the ones you use.

How does it decide two records are the same person?

By rules you approve, such as exact email, phone plus surname or address, each with a score.

Can merges be undone?

Yes. The original records and the evidence are kept for every merge.

What about shared emails?

Shared contact details count as weak evidence, so those cases go to review or become a household link.

Does it help with privacy requests?

A resolved profile points to every record about a person, which makes access and deletion requests easier to complete.

What shapes the price of identity resolution?

The systems involved, the volume of records and the rules set one amount, which is fixed in your quote before work starts.

Will there be a written map for Channel Hub customer identity resolution?

Match rules, review thresholds and the undo approach go to you for approval, and no record is merged until you agree.

Is customer identity resolution adjustable to the way our team works?

Yes. If customer identity resolution depends on your policy, we build the policy in. Prices open at $2,620.

How are Channel Hub 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.

Q17Know your customers once, not three times

Give every person one profile and the evidence that makes it right

Tell us where your customers are duplicated and how you decide today; your written quote arrives before a single record is merged.

  • From $2,620, paid once
  • Scored, not guessed
  • Every merge reversible
  • No monthly fee from us

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