wiki/knowledge/outbound-sales/abm-automation-system.md · 688 words · 2026-04-05

ABM Automation System — Hyper-Personalized Outreach Strategy

Overview

Asymmetric has developed a multi-stage ABM automation pipeline that generates hyper-personalized outreach strategies for target accounts at scale. The system produces two artifacts per account — a Research Doc and a Strategy Doc — and loads all accounts as deals into a dedicated HubSpot pipeline. As of early 2026, 90+ accounts have been processed, with the system actively expanding to additional clients.

This was first demoed internally during a mid-week check-in between Mark and Melissa in April 2026, where Mark walked through the full workflow using Dupaco as a live example.


How It Works

Stage 1 — Research Doc

For each target account, an automated scraping and research process generates a structured document covering:

"I've made 90 of these. And they're amazing." — Mark Hope

No ZoomInfo was used for initial research; data was scraped and compiled programmatically. ZoomInfo's Enrich feature is planned as a secondary enrichment pass once accounts are loaded.

Stage 2 — Strategy Doc

A strategy document is generated for each account, translating the research into an actionable outreach plan:

Example sequence structure (Dupaco):
| Day | Action | Contact |
|-----|--------|---------|
| 0 | Email 1 | Matt Dodds (COO) |
| 4 | Email 2 | Matt Dodds |
| 7 | LinkedIn connection | Matt Dodds |
| 9 | Email 1 | Leo (secondary contact) |
| 14 | Follow-up | TBD |


HubSpot Implementation

Email Automation Consideration

The team is actively working on automating email sends. The key constraint: emails must appear to come directly from a sales rep, not as marketing blasts. This rules out standard HubSpot marketing email workflows and requires a solution that sends from a personal inbox while still being triggered programmatically.

"We want it to look like he wrote them and sent them." — Mark Hope


Current Clients & Scalability

The system was built initially for Aviary and is being replicated for:

The process is well-suited for any B2B client with a defined target account list and a sales team capable of executing personalized outreach.



Open Questions

Sources

  1. Index
  2. Index
  3. Index
  4. Index
  5. Hubspot Deal Pipeline Setup
  6. Email Automation Personal Send