Chief of Staff Network: The Ghosting Cure
How we used logic to interview 50% fewer people but make 32% more money.
The Problem (The Before)
The Client: A selective professional network and course provider.
The Environment: High demand, limited cohorts, manual application review process.
The Friction:
- The Bottleneck: The team interviewed every applicant to determine fit.
- The Ghosting: Qualified leads sat in the inbox for days and lost interest.
- Subjectivity: Fit was decided by gut feel, not data.
The Pain: Sales spent 40+ hours/week in qualification interviews while high-intent prospects went cold. Revenue velocity was throttled by human capacity.
The Plumbing (The Fix)
Strategy: Implement logic-based routing to remove humans from sorting.
The Stack: Application form (Typeform/Gravity Forms), automation layer (Zapier/Make), CRM.
The Execution:
- The Audit: Analyze past successful students for key attributes (Title, Company Size, Years of Experience).
- The Logic Buckets:
- Bucket A (Auto-Accept): Meets all criteria → send payment link immediately.
- Bucket B (Interview): Borderline cases → send calendar link for a 15-minute vet.
- Bucket C (Auto-Reject): Does not meet criteria → send polite rejection + free resource.
- Payment Defense: Automated follow-ups for Bucket A until payment was complete or objections surfaced.
Technical Approach:
- Forensic analysis of historical applicant data
- Rule-based routing logic in form submission workflows
- Automated comms sequences triggered by bucket assignment
- Removed the human bottleneck from 70% of applications
The Flow (Results & ROI)
Quantifiable Impact:
- Efficiency: Interview volume reduced by 50%.
- Revenue Velocity: Revenue increased 32% in one month by capturing peak-intent leads.
- Student Experience: Faster answers across the board created a premium feel.
- Time Savings: 20+ hours/week freed up for the sales team.
The Breakthrough: Codifying fit into logic eliminated the capacity constraint and captured revenue at peak intent.
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