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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.

2 field notes

Good campaign thinking starts where the customer actually spoke.

Evidence · Operations · Trust

From the archive

Research, workflows, and practical guides

Filtered by: best AI tools for performance marketers

Jun 28, 2026 · 10 min

Best AI tools for performance marketers should be evaluated by the workflow it improves, not by the number of AI features in a demo.

May 19, 2026 · 12 min

Best practices for evaluating AI tools for performance marketers in sales and marketing teams.

Follow one source from raw conversation to a campaign claim your team can defend.