Need Help Fixing AI Prompt Data Categorization Issues

Josephine V. · 2025-04-02T10:50:57.54131+00:00

is there anyone that can help me with understanding where an AI prompt is going wrong and putting data into the wrong categories

To troubleshoot an AI prompt that's misclassifying data, try these steps: 1. Review your prompt: Ensure it's clear and specific. Use the "Help me" feature in Clay to generate or refine your prompt. 2. Check your instructions: Provide step-by-step guidelines for the AI to follow, reducing the chance of incorrect assumptions. 3. Specify the output: Be explicit about how you want the data categorized and formatted. 4. Use dynamic variables: Personalize your prompt with / to reference specific input data. 5. Adjust the system prompt: Set the overall behavior and role of the AI for the task. If you're still having issues, please share your JSON data so we can troubleshoot further.

Sources: Prompt Engineering Crash Course [Limitless Research] - Clay University Writing AI prompts in Clay | Documentation | Clay University Use AI integration overview | Documentation | Clay University

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