LLMs Keep Stalling on Lead Enrichment: Lazy Output and Hallucinated Emails

Royal_icey69 · reddit · 2026-09-29

A B2B lead-enrichment practitioner details how ChatGPT stalls mid-task when hunting decision-makers' direct emails and phone lines: it stops to ask permission after finding a name, falls back to generic info@ addresses, or fabricates email formats it later admits it never verified. The post asks for plugins, custom GPTs, or n8n/Python workflows that force an uninterrupted completion loop — a window into common lazy-output and hallucination issues in long-chain agent tasks.

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