AI and workflows

How do I prevent AI from inventing sales claims?

Constrain the draft to verified facts and approved descriptions of your own offer. Ask the system to leave unknowns as questions instead of filling gaps. Review numbers, customer names, claimed integrations, and statements about the recipient’s needs especially carefully. A fluent sentence is not evidence that a claim is true.

How to approach it

  1. Maintain an approved description of capabilities and limits.
  2. Link important prospect facts to their sources.
  3. Reject drafts with unsupported claims before sending.
Illustrative example

“Your team probably wastes hours every day” is a guess. “How are these requests organized today?” asks for the missing information without turning speculation into a sales claim.

Updated September 10, 2026 · By Vibeful Team

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