Troubleshooting Zapier + ChatGPT tag mismatches
Implemented a Zap that calls ChatGPT to label tickets but tags are inconsistent across languages and edge cases. Need concrete debug steps for prompts, sample inputs, and Zap error traps.
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.
Force deterministic ChatGPT responses: use a system message with the exact taxonomy, 4-6 labeled examples, and require strict JSON like {"tags":["tagA","tagB"]}; set temperature=0 and limit max_tokens. Test with sample inputs: (1) English single-tag, (2) Spanish phrasing, (3) multi-topic, (4) misspellings/typos. In Zapier, parse/validate JSON (Formatter or Code), add Filters for unexpected tags, log raw inputs in Zap History, and route failures to a retry webhook + alert channel for prompt tuning.