Research, score and draft outreach for leads
A Make-based AI agent researches leads, scores them, and drafts personalized follow-up outreach automatically. Task: Suggested implementation: Use Make to connect HubSpot, Slack, Gmail, and Google Calendar. The workflow should research leads, score them, and draft outreach emails. Sales teams receive Slack notifications to review and send the drafted Gmail responses.; tools: Make. Human role: The original post does not say how a person stayed involved.; limitations: Prerequisites include active accounts for Make, HubSpot CRM, Slack, Gmail, and Google Calendar. Integration uncertainty exists regarding API rate limits and data privacy compliance. Human approval is required before sending any outreach to ensure brand safety..
Tools
Published on Agent Work Atlas:
Overview
A Make-based AI agent researches leads, scores them, and drafts personalized follow-up outreach automatically.
Workflow
Suggested implementation: Use Make to connect HubSpot, Slack, Gmail, and Google Calendar. The workflow should research leads, score them, and draft outreach emails. Sales teams receive Slack notifications to review and send the drafted Gmail responses.
Reported result
Actual outcomes are unknown as the source fetch failed and no performance metrics were provided. Proposed acceptance check: Measure the reduction in manual research time per lead and track the percentage of drafted emails accepted without major edits.
Human role
The original post does not say how a person stayed involved.
Limitations
Prerequisites include active accounts for Make, HubSpot CRM, Slack, Gmail, and Google Calendar. Integration uncertainty exists regarding API rate limits and data privacy compliance. Human approval is required before sending any outreach to ensure brand safety.
Try it
Act as a sales operations engineer. I need to set up a lead qualification workflow using Make. Inputs: [HubSpot API Key], [Slack Webhook URL], [Gmail OAuth Credentials], [Lead Scoring Criteria]. Steps: 1. Create a Make scenario triggered by new HubSpot contacts. 2. Add an AI module to research the lead's company and role. 3. Score the lead based on [Scoring Criteria]. 4. Draft a personalized outreach email using the research data. 5. Send a Slack notification to [Sales Team Channel] with the score and draft. 6. Wait for human confirmation before sending the Gmail message. Deliverables: A JSON export of the Make scenario and a testing log. Quality Check: Run a dry run with 5 test leads. Verify that no emails are sent without explicit human approval. If inputs are missing, ask for the specific API keys or criteria before proceeding.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.