Marketing OS — System Overview

Marketing is a systems problem.

Marketing OS is an AI-powered operating system for marketing — built on Claude, running on a custom architecture of agents, commands, and pipelines. Not a tool. A system.

9 Specialist Agents
20+ Commands
4 Live Pipelines
0 Auto-published Posts
Why it exists

Most marketing is reactive.
That’s the real problem.

A client asks for a blog post, someone writes one. A post goes out, then nothing for two weeks. Quality varies depending on who has bandwidth. There’s no system — just a series of one-off tasks that start from scratch every time.

The result: inconsistent output, missed opportunities, and briefs that never build on each other. Marketing OS was built to fix that. Every client’s voice, audience, and positioning is documented once and applied automatically to everything that follows.

How it works

Four pillars.
One coherent system.

Every piece of Marketing OS serves a specific function. Together they make consistent, high-quality marketing output possible at scale.

01 — Clients
Brand context, always loaded

Every client has a complete brand profile: voice, tone, audience, positioning, key messages, and competitive landscape. Nothing is written without that context loaded first.

02 — Agents
Nine specialists, one system

Nine specialist agents — one for each marketing discipline. SEO, content, social, email, paid media, analytics, product marketing, research, and campaign management.

03 — Commands
Full workflows, one command

20+ commands that each trigger a complete workflow. One command produces a finished deliverable — not a draft, not an outline. A finished piece, ready to review.

04 — Pipelines
Marketing that ships on schedule

Recurring marketing work runs on a schedule without manual triggering. Weekly briefings, content pipelines, SEO reports — produced automatically, every week.

How a campaign comes together

One conversation.
A full campaign, ready to execute.

1
Brief
Goal, timeline, channels, budget locked in one document
2
Research
Competitor gaps and audience signals from live sources
3
Strategy
Content plan — what, where, and why
4
Production
Posts, emails, ad copy — produced in sequence
5
Review
Everything lands in one place for human sign-off
What it produces

Finished work.
Not starting points.

Blog posts
Social calendars
Email sequences
Ad copy
SEO audits
CRO audits
Monthly reports
Campaign briefs
Brand discovery docs
Competitor research
Content strategy
Paid media strategy
Nothing publishes automatically. Every output is a draft for human review. The system produces the work — you make the call on what goes live.
For your business

What this means
in practice.

Consistent output, every week

No more chasing deliverables or waiting for someone to have bandwidth. The system runs on a schedule. Marketing ships reliably, not reactively.

Built on your brand, every time

Your voice, your audience, your positioning — loaded before anything is written. Every deliverable reflects your brand. Nothing is a generic template with your name dropped in.

One conversation, full campaign

A single strategic conversation turns into a brief, a content plan, and a full set of deliverables. Less back-and-forth. More output. Faster to market.

Want to see it in action?

Get in touch and I’ll walk you through what Marketing OS can do for your business.

Get in touch
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System Architecture
How the layers of Marketing OS connect — from user input to finished deliverable
Input Layer
User
Session Menu
A–G options route every conversation to the right mode
Slash Commands
20+ commands — each triggers a complete workflow instantly
Autonomous Pipelines
Scheduled runs fire without any user action — weekly, monthly
↓
Orchestrator
Marketing OS Orchestrator
Routes requests · enforces guards (missing brief → block) · loads client context · selects specialist agents · manages output quality
↓
Context
Client Brand Profile
Voice · Audience · Positioning · Competitive intel
Campaign Brief
Goals · Timeline · Channels · Budget
Product Context
ICP · Messaging · GTM — loaded per –product flag
↓
Agents
Campaign Manager
Content Writer
SEO Specialist
Social Media
Email Marketing
Paid Media
Analytics
Research
↓
Output
Draft Deliverable
Saved to client/campaigns/ folder · timestamped · ready for human review · never auto-published
Operating Modes
Mode 1 — Conversation
Strategic discussion and planning. Produces task lists of commands to run, not deliverables directly.
Mode 2 — Commands
Slash command takes full control. Orchestrator steps back. Specialist agent produces the output end-to-end.
Mode 3 — Pipelines
Scheduled autonomous runs. No user input needed. State tracked in JSON files per pipeline.
Agent Organisation
How the 9 specialist agents are structured around the central orchestrator
Agent Hierarchy
✍️
Content Writer
Blog posts, landing copy, long-form articles
Direct
🔍
SEO Specialist
Keyword research, audits, on-page briefs
Direct
📱
Social Media
Platform-native content per channel
Direct
📊
Analytics Analyst
Performance reports — data-driven only
Direct
Routes to ↔
⚡
Orchestrator
Routes · Guards · Context
📋
Campaign Manager
Coordinates multi-step campaigns
Orch
📧
Email Marketing
Sequences, newsletters, automation flows
Direct
💰
Paid Media
Meta + Google ad copy and strategy
Direct
🎯
Product Marketing
Positioning, ICP, GTM — evidence-based
Direct
🌐
Research Analyst
Live intelligence from public sources
Direct
How Routing Works
Open question / goal
Orchestrator stays active. Loads relevant specialist personas. Plans and advises — doesn’t produce deliverables.
Slash command typed
Orchestrator steps back completely. The command definition and specialist agent take full control of the output.
Multi-step campaign
Campaign Manager is activated as a sub-orchestrator. It sequences the right specialists in order.
Workflow: Content Factory
Research-first content engine — understand the full picture before a single word is written
Phase 1 — Research & Discovery
1
Content Audit/research –type content-auditResearch Analyst + SEO Specialist
Maps everything the client already has — existing articles, social content, email sequences, landing pages. Identifies what’s performing, what’s stale, what’s missing, and where there are gaps between what exists and what the audience is looking for.
Content inventoryPerformance gapsRefresh candidates
2
Competitor Research/research –type competitorResearch Analyst
Live research maps 3–5 direct competitors — their content volume, topics they own, angles they use, keywords they rank for, and gaps they’re leaving open. Surfaces where the client can dominate, not just participate.
Competitor content mapKeyword gap analysisUntapped angles
3
Audience Research/research –type audienceResearch Analyst
Surfaces what the target audience is actually asking — forums, communities, search patterns, and AI query language. Identifies the real questions, pain points, and language patterns that should drive content topics and framing.
Audience question mapTopic demand signalsLanguage patterns
Phase 2 — Strategy
4
Content Strategy/content-strategyCampaign Manager + SEO Specialist
Research handoff. With the full picture — existing content, competitor landscape, and audience demand — the orchestrator and strategist define exactly what to build. Topics prioritised by gap size and business impact. Channels assigned. Keyword targets locked. Refresh vs new content decided.
Content roadmapTopic list with keyword targetsChannel assignmentsRefresh vs new split
Phase 3 — Production
5
Long-form Blog Post/new-blog-postContent Writer
Full SEO-optimised article — 1,200–2,500 words — written in the client’s brand voice with the target keyword, internal link opportunities, meta title, and meta description. Built on the research. No placeholder copy.
Complete article (markdown)Meta title + descriptionInternal link notes
6
Social Calendar/social-calendarSocial Media Manager
Full month of platform-native posts for LinkedIn and Instagram. Each post adapts the blog content or campaign messaging to the native tone of the platform. Includes hashtags and optimal posting cadence.
12–20 posts (LinkedIn + Instagram)Hashtag setsPosting schedule
7
Email Sequence/email-sequenceEmail Marketing Specialist
A 3–5 email nurture sequence tied to the content theme. Each email has a subject line, preview text, body copy, and CTA. Written to the client’s audience with the right tone and intent for each step.
3–5 complete emailsSubject lines + preview textSend timing recommendations
8
Human Review
All outputs land in the client’s campaign folder — timestamped, organised, ready to review. Nothing is published. One folder, all content for the cycle, one light-edit away from going live.
campaigns/[name]/ folderAll files dated + labelled
Workflow: Digital Marketing Campaign
Full-funnel campaign with built-in performance loops — from brief through optimisation
Phase 1 — Planning & Launch
1
Campaign Brief/campaign-briefCampaign Manager
Structured interview captures objective, timeline, target audience, channel mix, and budget. Creates the campaign folder and brief document that every subsequent step references automatically.
campaign-brief.mdCampaign folder createdKPIs defined
2
Competitor Research/research –type competitorResearch Analyst
Live research maps the competitor landscape — messaging angles, content gaps, keyword positioning, ad language, and offer positioning. Identifies where to attack and what to differentiate on before a single asset is created.
Competitor landscape reportDifferentiation opportunitiesPositioning gaps
3
Content Strategy/content-strategyCampaign Manager
Defines the full content plan for the campaign — which pieces go to blog, social, email, and paid. Sets the narrative thread that connects every asset so the campaign speaks with one voice across all channels.
Cross-channel content planNarrative frameworkPublishing schedule
4
Content Production/new-blog-post · /social-calendar · /email-sequenceContent Writer · Social Media · Email
Blog posts, social content, and email sequences produced in sequence — each referencing the campaign brief. Consistent tone and messaging across every piece, every channel.
Blog article(s)Social posts (all platforms)Email sequence
5
Paid Media/ad-copy · /paid-campaign-createPaid Media Strategist
Meta and Google ad copy written against the brand safezone rules. Multiple variants per placement. Campaign structure, audience definitions, and budget split documented and ready to implement.
Ad copy variants (Meta + Google)Audience definitionsCampaign structure doc
Phase 2 — Performance & Optimisation Loop
6
Performance Review/paid-media-reportAnalytics Analyst + Paid Media Strategist
Mid-campaign review of paid and organic performance against the KPIs set in the brief. Tracks CTR, CPC, conversion rates, and content engagement. Flags what’s underperforming before the budget runs out.
Performance dashboardKPI tracking vs targetsUnderperformer flags
7
Campaign Optimisation/paid-campaign-optimizePaid Media Strategist
Based on performance data, produces specific optimisation actions — budget reallocation between ad sets, new copy variants for underperforming ads, audience refinements, and bid adjustments. Each recommendation tied to a specific data point.
Optimisation action planNew ad copy variantsAudience refinement briefBudget reallocation recommendation
8
Monthly Campaign Report/monthly-reportAnalytics Analyst
End-of-cycle report covering all channels — what was launched, what performed, what the numbers say, and what to carry forward. No invented metrics. Every recommendation tied directly to the campaign objectives set in the brief.
Full campaign performance reportChannel-by-channel breakdownNext-cycle recommendations
↺
Next Cycle
Report findings feed directly back into the next campaign brief. What worked becomes the baseline. What didn’t gets replaced. Each cycle starts smarter than the last — the system compounds over time.
Updated campaign briefRefined audience profilesProven asset library
Workflow: SEO & GEO Optimisation
From audit to optimised content — targeting both search engines and AI answer engines
Trigger — New client or quarterly review
1
SEO Audit/seo-auditSEO Specialist
Crawls the live site and maps keyword rankings, content gaps, on-page issues, and technical SEO problems. Benchmarks against the 3 closest competitors. Produces a prioritised fix list.
Site audit reportKeyword gap analysisCompetitor benchmarkPriority fix list
2
Audience & ICP Research/research –type audienceResearch Analyst
Maps how the target audience actually searches — the exact phrases, questions, and AI prompts they use. Surfaces intent patterns that traditional keyword tools miss, especially for GEO (generative engine optimisation).
Search intent mapAI query patternsAudience language report
3
Content Strategy/content-strategyCampaign Manager + SEO Specialist
Maps audit findings and research to a content plan. Identifies which gaps to close first, which keywords to target per article, and which existing pages to optimise. GEO layer: which answers to structure for AI engines.
Content roadmap (12 weeks)Keyword-to-page mappingGEO content priorities
4
SEO + GEO Content Production/new-blog-postContent Writer + SEO Specialist
Articles written for both traditional search and AI answer extraction. Structured with clear entity declarations, cited facts, FAQ sections, and direct-answer paragraphs. Keyword in title, H1, first paragraph, and at least one H2. Meta under 60/160 chars.
SEO-optimised articlesFAQ sections (GEO-ready)Meta titles + descriptionsInternal link map
5
CRO Audit/cro-auditSEO Specialist
Reviews the landing pages that receive organic traffic — are they converting? Checks copy, CTA placement, page speed signals, and trust elements. Produces a prioritised list of conversion fixes.
CRO audit reportFix priority listCopy improvement briefs
6
Monthly SEO Report/monthly-reportAnalytics Analyst
Tracks ranking movements, organic traffic trends, and AI visibility signals. Measures progress against the content roadmap. Surfaces the next actions for the following month.
Ranking movement reportTraffic trendsNext-month priorities