AUDIENCE & DATA · CAPABILITY

Clearing the Accounts That Do Not Belong in Play

A repeatable system for removing duplicates, protecting active relationships, excluding unqualified accounts, and creating a cleaner audience for activation.

Fairway approaches deduplication and suppression as a go-to-market governance discipline, not a one-time data-cleaning task. We reconcile records across systems, define which accounts and contacts should not enter acquisition programs, and create rules that protect active relationships while improving campaign precision.

The result is a trusted audience layer that helps marketing, sales, and revenue operations activate the right records while consistently protecting clients, active opportunities, and restricted audiences.

Supported Platforms: HubSpot Salesforce ActiveCampaign Clay

The Fairway Audience Governance Method™

Create a clean and governed audience by resolving duplicate records, protecting active relationships, and applying consistent suppression rules.

1

Establish Source of Truth

Identify systems, fields, and ownership rules used to determine account, opportunity, and customer status.

2

Resolve the Identity

Match, merge, and normalize account and contact records using deterministic and confidence-based logic.

3

Define Exclusions

Create a taxonomy for clients, active deals, poor-fit accounts, and restricted contacts.

4

Apply the Rules

Implement suppression and routing logic across CRM, automation, and outbound workflows.

5

Monitor the Field

Review duplicate creation, suppression accuracy, and activation exceptions over time.

Before

List-Level Cleanup

Current Process:
  1. Export client and opportunity lists from CRM
  2. Compare to the campaign file via company name
  3. Remove exact matches
  4. Delete duplicate email addresses
  5. Upload the remaining audience

The Diagnosis

  • × Name-matching misses naming variations and related domains
  • × Parent companies, brands, and locations are treated inconsistently
  • × Active opportunities are missed when CRM data is out of sync
  • × Unqualified accounts remain eligible for other campaigns
  • × Suppression reasons are lost, making temporary holds permanent
After

Fairway-Aligned Audience Governance

Target: Create a reusable acquisition-eligibility layer across AeroGrid’s CRM, marketing automation, enrichment, and outbound systems.

Governed Activation Workflow
Ingest
Normalize
Match
Classify
Activate
Sample Governed Record
NorthStar Home Retail
Parent Company: NorthStar Holdings
Status: Active Expansion Opp Duplicates Resolved: 4
Activation State: Temporarily Suppressed
Reason: Current customer with active expansion opportunity.
Review Trigger: Opportunity closure or account-owner approval.
Suppression Rules
  • Current Client: Transition to CX path
  • Active Opp: Allow owner-led outreach
  • Closed-Lost: Apply cooling period
  • Unqualified: Retain disqualification reason
Eligibility States
  • Eligible: Open for activation
  • Conditional: Channel or owner restricted
  • Temp. Suppressed: Active deal/cooling
  • Perm. Suppressed: Legal or client opt-out
From removing obvious duplicates before each campaign To governing who can enter every commercial motion.

Every Record Needs an Eligibility State

A governed audience distinguishes between records that are eligible, conditionally eligible, temporarily suppressed, permanently suppressed, or awaiting review.

Eligible

Meets campaign fit requirements with no active exclusion.

Action: Allow activation.

Conditionally Eligible

Activation requires specific channels, roles, or owner approval.

Action: Apply specific controls.

Temp. Suppressed

Paused due to an active deal, cooling period, or business condition.

Action: Set review/expiration date.

Perm. Suppressed

Removed due to relationship, legal, policy, or permanent disqualification.

Action: Prevent reactivation.

Review Required

Data is conflicting, incomplete, or ambiguous.

Action: Hold for owner review.

Match the Entity Before You Suppress It

Accurate suppression depends on understanding whether records represent the same company, related entities, or distinct buying centers.

Exact Match

Records share an approved unique identifier or exact normalized field combination.

Action: Auto-merge when no conflict exists.

High-Confidence Match

Records strongly appear to represent the same entity based on multiple corroborating attributes.

Action: Merge automatically or flag for review.

Possible Match

Records share characteristics but may represent separate entities or operating units.

Action: Hold for manual review.

Distinct Record

Records appear related but represent different commercial entities or buying centers.

Action: Retain separately and document relationship.

One Set of Rules Across Every System

Fairway connects CRM, marketing automation, enrichment, and activation tools through shared eligibility and suppression logic.

HubSpot

Owns lifecycle stages, opt-out status, campaign membership, routing, and workflow-based suppression.

Salesforce

Owns account and opportunity status, customer ownership, parent-child hierarchies, and master account identity.

ActiveCampaign

Owns email eligibility, automation entry, tag-based exclusion logic, and engagement history tracking.

Clay

Owns cross-source matching, domain normalization, derived eligibility logic, and duplicate orchestration.

What We Build

A complete deduplication and suppression engagement produces the matching rules, exclusion logic, platform workflows, and governance required to protect every activation.

Deduplication Strategy

A documented approach for matching, merging, retaining, and linking account and contact records across systems.

Suppression Taxonomy

A structured classification of customers, active deals, recent losses, unqualified accounts, and restricted contacts.

Eligibility Model

Clear rules for eligible, conditionally eligible, temporarily suppressed, permanently suppressed, and review-required records.

Cross-System Matching

Deterministic and confidence-based logic using CRM IDs, domains, email addresses, and corporate relationships.

Customer & Opp Suppression

Automated protections that prevent current clients and active deals from entering inappropriate acquisition programs.

ICP & Qualification Exclusions

Rules that remove poor-fit, disqualified, unsupported, or strategically irrelevant accounts.

Entity Mapping

A governed view of parent companies, subsidiaries, brands, divisions, locations, and distinct buying centers.

Platform Configuration

Eligibility, suppression, routing, and synchronization logic for HubSpot, Salesforce, ActiveCampaign, and Clay.

Exception & Re-entry Process

A documented workflow for manual reviews, owner approvals, expiration, and controlled reactivation.

Audit Framework

Ownership, reporting, quality metrics, and review cadence for maintaining suppression accuracy over time.