Jul 24, 2025 · 5 min
Client Context Management Mistakes That Create Campaign Rework
Avoid client context management mistakes that create lost decisions, weak briefs, and campaign rework.
Read field noteBlog
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
AI B2B ad briefAI Facebook ad copy briefAI LinkedIn ads strategyAI LinkedIn campaign planningAI Meta ads briefAI PPC campaign briefAI VOC toolAI accuracy for marketingAI ad brief generator MetaAI answer verificationAI approval audit trailAI audit trail marketingAI brand brief generatorAI brand brief generator vs AI copywriting toolAI brand brief templateAI brand strategy briefAI brief review workflowAI campaign brief generatorAI campaign insights from reviewsAI citation verification
Article archive
Field notes · page 31
Jul 23, 2025 · 5 min
AI Factuality in Marketing Template: Structure, Examples, and Checklist
Use this AI factuality in marketing template to structure sources, claims, evidence, review status, and approved usage.
Read field note
Jul 23, 2025 · 5 min
Best Practices for Agency Client Context in growth teams
Best practices for agency client context that help growth teams preserve source-backed campaign direction.
Read field note
Jul 22, 2025 · 5 min
How to Evaluate AI Claim Verification Before Buying
Use this guide to evaluate AI claim verification for source support, review status, provenance, and campaign readiness.
Read field note
Jul 21, 2025 · 5 min
AI Hallucination Examples in Marketing Mistakes That Create Campaign Rework
Avoid AI hallucination examples in marketing mistakes that create false confidence and campaign rework.
Read field note
Jul 21, 2025 · 5 min
Marketing Agency Knowledge Management Workflow: From Source Data to Campaign Output
A practical marketing agency knowledge management workflow from source data to campaign output.
Read field note
Jul 20, 2025 · 5 min
Agency Operations Knowledge Base Checklist for founders
Use this agency operations knowledge base checklist to structure client context, decisions, briefs, and campaign learning.
Read field note
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.
Read field note
Jul 19, 2025 · 4 min
Why Agency Source of Truth Matters for founders
An agency source of truth helps founders preserve client context, approved messaging, and campaign decisions.
Read field note
Jul 18, 2025 · 5 min
AI Hallucination Checker Workflow: From Source Data to Campaign Output
A practical AI hallucination checker workflow from source data to reviewed campaign output.
Read field noteStart building from what your customers said.
Follow one source from raw conversation to a campaign claim your team can defend.