FROM MANUAL CHAOS TO
REVENUE-GRADE REVOPS.
How a B2B SaaS revenue platform improved lead scoring accuracy by 67% and pipeline velocity by 41% using a scalable Mailchimp → HubSpot qualification engine.
A Broken Lead
Qualification Engine
A B2B SaaS company had built an advanced intent platform, but their internal operations were blind. Behavioral signals from Mailchimp never reached their HubSpot CRM.
SDRs wasted hours guessing lead quality based on manual CSV exports. With only a 22% sales acceptance rate, the team needed an automated, intent-driven scoring system to route sales-ready prospects.
The Client Brief:
“Build a scalable integration that captures behavioral intent, qualifies leads, and keeps CRM data clean without any manual intervention.”
Full‑Stack RevOps Integration In 3 Weeks
I built an end‑to‑end automation pipeline using Make.com as the orchestration layer. We transformed disconnected systems into a self-sorting lead queue:
- 01. Bidirectional Intent Sync — Real-time mapping of custom contact fields, engagement history, and lifecycle behavioral stages.
- 02. Behavioral Weighted Scoring — Scoring logic for clicks (3), pricing page visits (10), and demo requests (25) to define "Sales Readiness."
- 03. Automated Qualification Logic — High-scoring leads are automatically routed to HubSpot queues, while lower scores trigger automated nurture sequences.
- 04. Duplicate Prevention & Hygiene — Email-based deduplication rules that ensured 99.6% duplicate-free contact integrity.
“Your platform is built on intent data – but your RevOps is blind. I’ll turn every email engagement into a pipeline signal with zero manual exports.”
— Arsalan’s Strategy Pitch to the Founder
The 3-Week Sprint
Architecture
Mapped all Mailchimp fields to HubSpot. Designed Make.com scenarios with robust error handling.
Scoring Build
Implemented weighted scoring (0-50). Set up auto-assignment workflows for SDRs to take immediate action.
Testing
Ran 200+ test contacts. Fixed mapping errors. Created 15-page video and PDF documentation.
Launch
Go-live on day 21. First week: 43 leads qualified and 12 routed directly to sales with zero manual work.
REVOPS EFFICIENCY
“Arsalan didn't just connect tools – he rebuilt our entire qualification philosophy. SDRs reported ‘finally knowing who to call first.’ Worth 10x what we paid.”
— Steven (Founder, B2B Revenue Platform)
🎯 The Takeaway for SaaS Leaders
The fix for disconnected data is not just a Zapier connection; it’s an event-driven scoring framework. When you apply weighted scoring to intent, you stop guessing and start routing revenue.
STOP LOSING LEADS IN
THE CRM BLACK HOLE.
I build scalable HubSpot, Mailchimp, and CRM automation systems for B2B SaaS. No duct tape – just clean, documented RevOps infrastructure.
⚡ BOOK YOUR STRATEGY SESSION15 min. No BS. Just a blueprint to automate operations.