Jun 27, 2025 · 5 min
Best Practices for AI Proof Points for Marketing in content teams
Best practices for AI proof points for marketing that help content teams verify claims before campaign use.
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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.
549 field notes
Good campaign thinking starts where the customer actually spoke.Evidence · Operations · Trust
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Article archive
Field notes · page 34
Jun 25, 2025 · 5 min
Trustworthy AI Marketing Workflow: From Source Data to Campaign Output
A practical trustworthy AI marketing workflow from source data to reviewed campaign output.
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Jun 24, 2025 · 5 min
Evidence Backed Marketing Checklist for agencies
Use this evidence backed marketing checklist to help agencies verify sources, claims, and campaign usage before launch.
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Jun 23, 2025 · 5 min
Why Citation Backed Marketing Copy Matters for in-house marketing teams
Citation backed marketing copy helps in-house marketing teams verify claims before they reach campaigns and public channels.
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Jun 22, 2025 · 5 min
Claim Traceability Marketing for strategy teams: What to Automate and What to Review
See what strategy teams should automate and review when building claim traceability into marketing workflows.
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Jun 21, 2025 · 5 min
What Is AI Audit Trail Marketing? Definition, Use Cases, and Examples
AI audit trail marketing records the sources, claims, reviews, and decisions behind AI-assisted marketing output.
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Jun 19, 2025 · 5 min
Source Tracking for AI Content: A Practical Guide for founders
A practical guide to source tracking for AI content for founders who need evidence-backed messaging.
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Jun 18, 2025 · 5 min
Campaign Provenance Template: Structure, Examples, and Checklist
Use this campaign provenance template to structure sources, claims, review status, and approved campaign usage.
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Jun 17, 2025 · 5 min
How to Evaluate Marketing Provenance Before Buying
Use this guide to evaluate marketing provenance for source tracking, audit trails, claim review, and campaign readiness.
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Jun 16, 2025 · 5 min
Content Provenance AI Mistakes That Create Campaign Rework
Avoid content provenance AI mistakes that create weak source trails, unsupported claims, and campaign rework.
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Follow one source from raw conversation to a campaign claim your team can defend.