How to use Zapier + ChatGPT to auto-tag tickets
Small startup with 200 weekly support messages; I need a step-by-step to tag intents and assign priority using Zapier triggers and ChatGPT classification. Looking for recommended webhook patterns, prompt design, and failure handling.
Best tools for this use case
Based on the workflow in this discussion, these tools are useful starting points to review.
Zapier
Best general-purpose automation layer for connecting tools and processes quickly.
Make
Powerful automation builder for advanced visual flow design and multi-step operations.
n8n
Technical automation platform with strong flexibility, control and AI workflow potential.
Answers
Approved replies, operator insight, and tactical follow-up from the community.
Quick setup:
1) Zapier: Catch Hook (ticket_id, body, metadata).
2) Action -> ChatGPT: prompt to return strict JSON {intent,priority,confidence,tags}. Provide 5–7 examples and one rule: if unsure return intent:'unknown' and confidence:0.5.
3) Zapier parses JSON, updates ticket tags/priority. If confidence<0.6 or API error: tag needs-review, create internal task, notify Slack, retry with exponential backoff (3 attempts). Log responses for auditing.
If you want integration guidance, see Zapier vs Make: Compare Zapier and Make