What does a Marketing Operations specialist actually do?

Think of me as the plumber and electrician for your revenue engine. While marketing designs campaigns and sales talks to buyers, I build and maintain everything under the hood—CRM workflows, lead routing, form logic, data hygiene, and revenue attribution so high-intent prospects never fall through the cracks.

Why HubSpot instead of duct-taping ten different tools together?

Most teams waste dozens of hours every month fixing broken Zapier zaps, messy spreadsheets, and disconnected point solutions. HubSpot puts marketing, sales, and service under one single underlying data model. When your team shares one source of truth, you move faster, your reports stay honest, and tech debt stops eating your runway.

How long before we actually see results?

You won’t have to wait months to feel the difference. For targeted triage—like untangling chaotic lead routing or fixing broken lifecycle stages—you will see impact within the first 1 to 2 weeks. A comprehensive architecture overhaul typically runs 4 to 8 weeks, shipped in focused 2-week sprints so your team uses improvements immediately.

Do you only work with enterprise giants, or smaller teams too?

I work with both. While many engagements support scaling B2B SaaS teams ($2M–$50M ARR), I frequently help early-stage startups get their CRM foundation right from day one. Setting up clean properties and disciplined lifecycle stages early is 10x cheaper and less painful than untangling a 50,000-contact disaster three years later.

Our current HubSpot is a total mess—can you fix it without breaking everything?

Yes—in fact, over 70% of my work is untangling existing, messy portals. We start with a forensic stack audit to map out active automations, custom properties, and third-party syncs before touching anything. Then we systematically clean up duplicates, repair broken workflows, and document the architecture without disrupting your day-to-day sales pipeline.

Lead Lifecycle & Routing Architecture.

Multi-Model Behavioral Scoring & Stage Governance

Lifecycle Scoring · Knowledge & Skills Specification

Architecting bi-directional behavioral and demographic scoring engines that quantify prospect buying intent, accelerate MQL-to-SQL pipeline velocity, and eliminate sales team guesswork.

Strategic Value: Proven 10+ year track record designing predictive scoring thresholds, time-decay algorithms, and automated qualification handoffs across HubSpot and Salesforce.

Let's Connect & Build View Architecture Blueprints

LIFECYCLE SCORING SKILLS

Proven 10+ year track record designing predictive scoring thresholds, time-decay algorithms, and automated qualification handoffs across HubSpot and Salesforce.

SCORING ARCHITECTURE

Explicit Demographic Models
Implicit Behavioral Scoring
Multi-Property Decay Curves
Product Engagement Telemetry

STAGE GOVERNANCE

Subscriber → MQL Criteria
SLA-Enforced SQL Handoffs
Disqualification Workflows
Re-Engagement Recycling

VELOCITY OPTIMIZATION

Negative Scoring Safeguards
Fit vs. Interest Matrix
Sales Feedback Closed Loops
Stage Velocity Analytics

DATA ECOSYSTEM

HubSpot Lead Scoring
Mixpanel Product Telemetry
CRM Deal Stage Sync
Attribution Touchpoint Data

+38.4%

MQL-to-SQL Conversion

Eliminated junk leads sent to sales

94.2%

Sales Acceptance Rate

Reps trust and work scored inbound leads

Arbitrary Criteria

100% data-backed qualification model

Visual Layout & Architecture Blueprint

Objective lead scoring formula engine correlating demographic fit with real-time behavioral signals.

Scoring Formula Engine

Dual-Matrix Lead Scoring Calibration Matrix

Visual correlation of Demographic Fit (0–50 pts) and Behavioral Intent (0–50 pts).

Demographic Fit (0-50 pts):
  • VP / C-Level Title: +25 pts
  • Company Size > 100 Employees: +15 pts
  • Target Industry / ICP Fit: +10 pts

Behavioral Intent (0-50 pts):
  • Pricing Page Visited 3x: +20 pts
  • Technical Whitepaper Download: +15 pts
  • Webinar Attended Live: +15 pts

Decay Parameter:
  • -10 pts every 30 days of inactivity