Smart List Cleaning Suggestions

Every month the agent audits your Mailchimp Audience, identifies ghost subscribers, recommends a winback segment, and flags subscribers you should prune to protect deliverability.

Cron + WhatsApp DMlist-cleaningdeliverabilityaudit

Conversation example

Cron triggered: Monthly Mailchimp audit (1st of month, 10:00 AM)
http_request → Mailchimp Lists + Members

Auditing your Mailchimp Audience for list hygiene...

Mailchimp List Audit — April 1 Main Newsletter: 48,291 contacts Hygiene breakdown: - Highly engaged (opens in 30 days): 18,412 (38%) - Engaged (opens in 90 days): 24,106 (50%) - Dormant (no opens in 180 days): 4,218 (9%) - Ghost (no opens in 365 days): 1,555 (3%) Recommendations: 1. Run a 2-email winback sequence to the 4,218 Dormant contacts. Expected recovery: ~340. 2. Archive the 1,555 Ghost contacts. They're hurting your sender reputation. 3. Remove 187 hard bounces accumulated over the last month. Impact: archiving Ghost + bounces drops your list to 46,549 — projected open rate improvement ~3.2 points. Reply 'run winback' and I'll set up the segment + Customer Journey now.

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