Zapier vs ChatGPT for automating support ticket triage
We handle ~2,000 support tickets monthly and want to auto-classify and route them; should we build rules in Zapier or use ChatGPT classification via webhook? Looking for reliability, latency, and ease of maintenance.
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.
If your categories are stable and you need deterministic, low-latency routing, implement rules in Zapier — simpler to maintain and cheaper. If labels require semantic understanding, multi-labeling, or frequent free-text nuance, use ChatGPT via webhook but expect higher latency, API costs, rate limits, and the need for prompt/version monitoring. A practical hybrid: ChatGPT for classification, Zapier for routing/retries and integrations; log predictions and add a human-review fallback.