Build a GPT for Support Reply Drafts

Restrict the GPT to a reply draft with linked policy evidence and a separate escalation flag. Define situations requiring a human specialist.

Published September 22, 2026 · Dr. Connor Robertson

What to provide

Current help articles, refund policy, tone rules, and escalation matrix.

Starting prompt

Draft a reply using the approved knowledge base. Cite the article behind each instruction, avoid unapproved concessions, and flag safety, legal, or payment issues for review.

Trial case

Test a ticket where the customer asks for a policy exception. The draft should acknowledge the request and route the exception to an authorized reviewer without promising it.

Review gate

A support agent verifies the account and policy, then approves the reply. Test edge cases before sharing the GPT with a team.

How to score the result

Correct first responses and escalation misses in a weekly sample.

Use the current approved source and keep it available to the reviewer. Check a small set of finished outputs against the previous process before adopting this workflow.

Related workflows

Explore Custom GPTs for Repeatable Business Tasks or the AI business strategy guide.