Jul 4, 2025 · 5 min
Responsible AI Marketing Workflow for B2B SaaS teams: What to Automate and What to Review
See what B2B SaaS teams should automate and review in a responsible AI marketing workflow.
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.
10 field notes
Good campaign thinking starts where the customer actually spoke.Evidence · Operations · Trust
Clear filterAI 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
From the archive
Research, workflows, and practical guides
Filtered by: trustworthy AI marketing
Jul 3, 2025 · 5 min
What Is AI Claim Substantiation? Definition, Use Cases, and Examples
AI claim substantiation connects AI-generated marketing claims to source evidence before they are used in campaigns.
Read field note
Jul 1, 2025 · 5 min
AI Marketing Trust Layer: A Practical Guide for performance marketers
A practical guide to an AI marketing trust layer for performance marketers using source-backed campaign claims.
Read field note
Jun 30, 2025 · 5 min
Source Grounded AI Marketing Template: Structure, Examples, and Checklist
Use this source grounded AI marketing template to structure sources, claims, proof, review status, and approved usage.
Read field note
Jun 29, 2025 · 5 min
How to Evaluate AI Evidence Workflow Before Buying
Use this guide to evaluate an AI evidence workflow for source grounding, proof points, review status, and campaign activation.
Read field note
Jun 28, 2025 · 5 min
Verified Customer Insights Mistakes That Create Campaign Rework
Avoid verified customer insights mistakes that create weak claims, unclear evidence, and campaign rework.
Read field note
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.
Read field note
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.
Read field noteStart building from what your customers said.
Follow one source from raw conversation to a campaign claim your team can defend.