AI agent blueprints for Marketing.
Source-backed marketing workflows that generate reviewable drafts without publishing claims or contacting people autonomously. Each pattern defines the evidence it reads, the artifacts it produces, the authority it may exercise, and the human who makes the consequential decision.
Content, demand generation, product marketing, and brand teams
marketing owner
private · read/propose · human-gated
Nine jobs with a crisp acceptance test.
These are implementation patterns, not generic “AI for Marketing” pages. Open one to see its exact trigger, topology, grants, approval boundary, failure modes, and KPI.
Source-backed content brief
Turn an approved topic, audience, and source set into a differentiated brief with claims and evidence mapped explicitly.
approved briefs reaching publication
Campaign quality assurance
Check campaign assets for message consistency, required links, approved claims, and channel-specific readiness.
post-launch campaign defects
SEO content refresh
Compare a page with current first-party product truth and performance evidence and propose a focused refresh.
qualified organic conversions
Brand and claim review
Check draft copy against approved language, product evidence, and prohibited claims before it reaches publication.
unsupported claims published
Competitor monitoring brief
Summarize dated, approved public competitor evidence and identify implications without presenting inference as fact.
stale comparison claims
Nurture personalization draft
Use consented account and engagement context to draft bounded variants without inferring sensitive characteristics.
approved variant engagement
Event content repurposing
Convert an approved transcript and asset set into channel drafts while preserving attribution and source meaning.
approved derivative assets per event
Customer story draft
Organize approved customer evidence into a result narrative while keeping attribution and performance claims gated.
customer story approval cycle
Localization quality review
Compare localized assets with approved source meaning, protected terms, layout constraints, and locale guidance.
localization defects after publish
The workflow is autonomous. The authority is not.
- 01
Attach evidence
Put only this case’s approved inputs in a scoped workspace.
- 02
Run specialists
Each bounded node produces an artifact the next node can challenge.
- 03
Stop at proposal
External writes stay outside the agent’s default authority.
- 04
Record the decision
Keep the human approval as a decision record beside the signed evidence from the agent run.
Pick one expensive, inspectable job.
Start with real evidence, a named decision owner, and a measurable result. Expand the agent only after the receipt and acceptance test prove the workflow holds.