How to Automate Lead Follow-Up Without Sounding Automated

说明与用途

通过人工审批的自动草稿将回复率从12%提升至28%，并将每封邮件的耗时降至10秒。

问题

Reps struggle to send timely follow‑up emails, leading to cold leads and stalled deals.

结果

Consistent drafted follow‑ups increased reply rates from ~12% to ~28% and shortened response times to five days.

工作流

• 1. Trigger when a deal is idle past a threshold (default 7 days).
• 2. Pull context: company, contact, last note, amount, stage, days quiet.
• 3. Send context to a model API to draft a short follow‑up (max 4 sentences, one specific reference, one concrete next step).
• 4. Deliver draft to the rep with an approve action in their existing workflow tool.
• 5. Rep reviews, edits if needed, and approves.
• 6. Approved draft is sent from the rep’s mailbox and logged in the CRM.

证据

A rep writing follow‑ups by hand manages about 20 a day; reviewing and approving drafts they manage 80 with the same personalisation.

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Ten seconds per email instead of ten minutes, and the person whose name is on it still read it before it went.

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On the B2B system in our case study, 60-80 drafts a week. Reply rate moved from around 12% on manual, inconsistent follow‑up to around 28% on consistent drafted follow‑up.

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The approval step helps here too: a human seeing each message is a meaningful difference from bulk sending, both in how it is received and in how it is characterised.

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