wiki/knowledge/outbound-sales/abm-automation-pipeline.md · 705 words · 2026-04-05

ABM Automation Pipeline — Clay + Custom Script

Overview

Asymmetric runs highly personalized Account-Based Marketing (ABM) campaigns at scale by combining Clay for email/contact discovery with a custom automation script for sending. The goal is to deliver individually tailored, pain-point-focused outreach to primary targets across 200+ companies per client — without requiring manual copy-paste effort from the sales rep for each send.

This approach was first built out for [1] and is being extended to [2], [3], and [4].


Research Foundation

Before any email is written, deep company research is generated for every target account. Each research document includes:

This level of detail is generated for every company in the target list (200+ per client engagement).


Email Strategy Documents

Alongside the research doc, each account gets a corresponding strategy document containing the full multi-touch email sequence. Each email in the sequence is written specifically for the primary target at that company — referencing their pain points, role, and context.

Sequence Structure (~10 emails over several weeks)

Step Type Notes
1 Email — Initial outreach Pain-point focused, personalized to primary target
2 Email — Follow-up Revenue case / value framing
3 Task — LinkedIn connection Manual task assigned to sales rep (cannot be automated)
4 Email — Direct/blunt Acknowledges their focus area, asks for conversation
5 Email — Pain Point Deep Dive Deeper engagement on specific friction
Additional emails Continued nurture through the sequence

LinkedIn connection requests are surfaced as tasks for the sales rep (Mike) because platform restrictions prevent automation.


Automation Script

The custom script eliminates the manual bottleneck of copy-pasting individual emails. Previously, the sales rep had to open each strategy document, copy the day's email for each of 50 primary targets, and send them one by one.

With the script:
- All emails due to go out on a given day are queued automatically
- The rep hits send once; all emails dispatch
- Each send is logged in HubSpot as a sent activity against the contact record

This preserves full CRM visibility while removing the per-email manual effort.


Targeting Logic

A key design decision is that only the primary target receives the personalized sequence. Sending the same highly personalized email to multiple people at the same company risks exposure — if two colleagues compare inboxes and see identical "personalized" messages, it signals automation and damages credibility.

Progression Rules

  1. Primary target receives the full ~10-email sequence
  2. If no response after the sequence completes → shift to secondary target
  3. If a primary target engages at any point → pull them from the sequence and hand off to direct sales follow-up

Tier 2 and Tier 3 targets (beyond primary/secondary) receive lighter, more templated outreach — still personalized where possible, but not the full bespoke sequence.


Active Client Rollouts

Client Status Target Count
[5] First build; automation script in progress 200+
[6] In progress Several hundred
[7] In progress TBD
[8] Started TBD
Quora Planned; not yet started

Tooling Summary

Tool Role
Clay Contact and email address discovery
Custom script Automated email dispatch, sequencing
HubSpot CRM logging of all sent emails and engagement
LinkedIn Manual connection tasks (rep-executed)

Sources

  1. Index|Bluepoint
  2. Index|Citrus
  3. Index|Papertube
  4. Index|Aviary
  5. Index\|Bluepoint
  6. Index\|Citrus
  7. Index\|Papertube
  8. Index\|Aviary
  9. Abm Research Methodology|Abm Research Methodology
  10. Automated Audit Pipeline|Automated Client Audit Pipeline
  11. Melissa — 2026 02 16