Outbound Automation · Case Study
How We Cut CAC by 68% and Grew Pipeline
A real system I built. Not a demo. Not a concept. Intent-based GTM that outperformed every prior quarter.
Results
Cost per Opportunity
Opportunities Created
Average ACV
Inbound Signal → Demo
The Shift
What Changed
Before
- Bought lead lists — spray and pray
- MQL-based measurement
- Mass email sequences
- No signal awareness
- Marketing ≠ Sales
- High volume, low conversion
After
- First-party intent signals only
- Pipeline-based measurement
- Contextual 15-min outreach
- 6 active signal types tracked
- Marketing + Sales = one team
- Lower volume, higher ACV
Signal-Based Outbound
The 6 Signals We Track
Each one triggers automated, contextual outreach within 15 minutes. Hover a card to see why it converts.
Closed Lost (CRM)
Trigger
Deal marked lost 90+ days ago
Response
Re-engage with a new angle, updated proof, or competitive shift
≤15 minChampion Moves
Trigger
A contact at an existing customer moves to a new company
Response
Warm outreach at their new org within 48 hours of the job change
≤15 minLinkedIn Engagement
Trigger
Target account likes or comments on CEO or team post
Response
Personalized SDR message referencing the specific post and their interest
≤15 minAd Click, No Convert
Trigger
Company visits from a paid ad but doesn't fill out a form
Response
LinkedIn outreach to decision-maker with specific context about their visit
≤15 minJob Posting Signal
Trigger
Target company posts a "Head of Growth" or "VP Sales" role
Response
Outreach framed around their expansion intent before they hire
≤15 minIntent Data Surge
Trigger
Company spikes on category keywords on G2, Bombora, or LinkedIn
Response
Trigger outbound before a competitor does — with category-specific messaging
≤15 minHow We Built It
The Framework
Cultural Shift
Measure marketing by pipeline generated, not leads captured. When the team is aligned on what "success" means, everything downstream gets sharper.
SDR Team with Teeth
AmplemarketHuman-led, AI-assisted outbound via multi-channel sequencing. SDRs focus on conversations — AI handles research, enrichment, and the first draft.
15-Minute Signal SLA
Every inbound signal — form fill, ad click, job post, champion move — triggers automated contextual outreach within 15 minutes. Speed-to-lead is a moat.
Surgical ABM
ClayLists built from scratch per campaign — no data vendor dependency. Clay-powered enrichment from 10+ sources, filtered down to exact-fit accounts.
Weekly GTM Pods
SDR, Demand Gen, CS, PMM, and Sales in one weekly review. What signals are converting? What messaging is landing? Iterate fast across the whole funnel.
Let's Build Yours
Want This System
for Your GTM?
If you're a CEO building a GTM team and want someone who's done it — I'm one conversation away.
