Jul 20, 2025 · 5 min
Best Practices for Marketing AI Hallucination Risks in agencies
Best practices for agencies managing marketing AI hallucination risks in briefs, copy, claims, and client recommendations.
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Field notes for teams that need receipts
Essays on citation-verified AI, customer-voice extraction, and the operating systems behind defensible marketing work.
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Good campaign thinking starts where the customer actually spoke.Evidence · Operations · Trust
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Jun 10, 2025 · 5 min
Marketing AI Hallucination Risks for in-house marketing teams: What to Automate and What to Review
See what in-house marketing teams should automate and review to reduce marketing AI hallucination risks.
Read field noteStart building from what your customers said.
Follow one source from raw conversation to a campaign claim your team can defend.