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AI in Sales & GTM

AI hallucination

An AI hallucination is generated information presented as factual even though it’s unsupported or incorrect.

Also known as: LLM hallucination

In a sales team

A call summary states that the economic buyer approved the budget when the transcript only says that funding will be discussed.

Can hallucinations look like small changes in certainty?

Confident wording and citations don’t eliminate hallucinations. A subtle change in certainty can be as damaging as an invented fact.

What to check in practice

Check unsupported claims, mistaken attribution and invented buyer commitments in realistic outputs.

Related concepts

For the broader explanation, read AI in B2B Sales and GTM: 60 Terms Explained.

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