Account-Based Marketing Handoff Agent
Detects ABM engagement thresholds on target accounts and automatically packages campaign context and intent signals for sales handoff at the right moment.
Marketing teams running account-based programs generate a constant stream of engagement signal (email opens, ad clicks, content downloads, intent data spikes) on target accounts, but this signal rarely reaches sales reps in a usable form or at the moment it matters most
Reps either get no notification and miss a hot window, or they get flooded with low-value alerts and start ignoring them entirely, causing genuinely sales-ready accounts to sit untouched while marketing spend goes to waste
Sales also lacks visibility into which specific content or campaign resonated with an account, making follow-up outreach generic instead of tailored to what the buyer actually engaged with
This agent continuously monitors account-level engagement across marketing channels, applies a configurable engagement threshold model to identify sales-ready accounts, and automatically compiles a handoff brief summarizing what content the account engaged with, which stakeholders were active, and suggested talking points, delivering it to the assigned rep at the exact moment the account crosses into sales-ready territory
The agent runs continuously, ingesting engagement events from the marketing automation platform, ad platform, and intent data providers for accounts on the ABM target list. It applies a scoring model combining engagement recency, breadth (number of stakeholders active), and depth (content type and completion) to determine when an account crosses the sales-ready threshold. When triggered, it uses LLM summarization to compile a handoff brief from the raw engagement log, cross-references CRM ownership to route it to the correct rep, and posts the brief with a recommended next action directly into the CRM and a sales notification channel.
Monitor Account Engagement Signals
- Ingest email, web, ad, and content engagement events per target account
- Pull third-party intent data spikes for relevant topics
- Track number of distinct stakeholders engaging per account
- Update a rolling engagement score per account
Detect Sales-Ready Threshold
- Apply the configured scoring model to identify threshold crossings
- Distinguish genuine buying signal from routine low-value engagement (e.g., newsletter opens)
- Prioritize accounts by engagement velocity and stakeholder breadth
- Suppress duplicate alerts for accounts already in active sales motion
Compile Handoff Brief
- Summarize which content and campaigns the account engaged with
- Identify which stakeholders were active and their roles where known
- Draft suggested talking points based on engaged content themes
- Include relevant company firmographic and news context
Route to Sales and Track Follow-Up
- Deliver the brief to the assigned rep via CRM task and Slack notification
- Log the handoff timestamp and account score at handoff
- Track whether the rep engages within the target SLA window
- Feed follow-up outcome back to marketing for program attribution