What we are learning building AI marketing agents for B2B SaaS teams.
A 3-agent system that solves the translation problem at the heart of every product launch: turning a technical spec into messaging the buyer actually cares about, while differentiating against the competitors already in their tabs.
May 22, 2026 · 8 min readThe standard B2B content playbook (create, gate, collect emails, nurture) is now actively working against you. LLMs cannot read a PDF behind a form, so your best proof points stay invisible while ungated competitors get recommended.
May 19, 2026 · 6 min readThe task-by-task math on how one person and 25 agents produces more content than a 10-person marketing team. Blog posts, LinkedIn, email, competitive research, and everything in between.
May 8, 2026 · 8 min readThe full math on replacing a content marketing manager, growth marketer, designer, SDR, marketing ops person, and four agency retainers with 25 AI agents. Not worse. Better.
May 7, 2026 · 9 min readYou have 15 people doing what 5 people and 20 agents should be doing. The task-by-task time comparison across 12 marketing functions and what a right-sized team actually looks like.
May 5, 2026 · 8 min readWhen you manage a human team, you manage energy, politics, and motivation. When you manage an agent team, you manage role clarity, system prompts, and feedback loops. Here is what transfers and what does not.
May 4, 2026 · 8 min readRight now 84% of professionals have not touched AI. 15% are using it as a chat tool. 1% are building autonomous systems. The gap between augmenting and building is the biggest career opportunity of the decade.
May 1, 2026 · 7 min readThe most common objection is "I am not technical enough." It is wrong every time. Here is what actually happens when a non-technical founder builds their first agent.
April 30, 2026 · 7 min readNot a content marketer. Not a demand gen specialist. A marketer who builds AI agents, connects systems, and creates dashboards. The highest-leverage hire in marketing.
April 28, 2026 · 7 min readThe difference between typing into a chatbot and deploying an AI team member. One gives you an answer. The other gives you a capability.
April 28, 2026 · 7 min readWhy I put my AI marketing agents on GitHub, what happened after launch, and why open source is the most powerful go-to-market strategy for AI consultants.
April 25, 2026 · 7 min readGitHub is not just for developers. It is version control, collaboration, and deployment automation for your marketing operating system.
April 24, 2026 · 7 min readEvery change to my brand bible, agent instructions, and content is tracked and recoverable. Here is what I learned managing marketing infrastructure like software.
April 24, 2026 · 7 min readA practical guide to turning your existing marketing team into go-to-market engineers. The first agent exercise, the three-month progression, and why technical skill is not the barrier.
April 22, 2026 · 8 min readA practical guide to connecting Claude Code to your CRM, Slack, Canva, calendar, and browser. Which connections matter most and when to add them.
April 21, 2026 · 7 min readYour tool stack stores data and provides interfaces. A marketing operating system thinks, executes, and maintains quality. Here is the four-layer architecture.
April 18, 2026 · 8 min readTwo AI agents for B2B outbound email. One writes single personalized cold emails. The other builds three-email sequences. Both are trained on what actually gets replies.
April 17, 2026 · 8 min readThe roadmap for building your first five AI agents in a specific order. Each one builds on the last. By agent five, you have a connected marketing operating system.
April 17, 2026 · 8 min readPeople assume I use Claude Code for marketing. But the ways that would actually surprise you involve a lacrosse schedule, self-training AI, and an entire operating system I never hired anyone to run.
April 16, 2026 · 5 min readSkills are the job descriptions for your AI team. MCP servers are the tools on their desk. Here is the plain English guide to how they work together.
April 15, 2026 · 7 min readThe marketing teams that win will not have the biggest headcount. They will have marketers who build their own AI agents. Here is what that looks like and how to start.
April 14, 2026 · 7 min readWhat a six-human, twenty-five-agent marketing team looks like right now. The roles, the transition stages, and why the companies building today are already winning.
April 11, 2026 · 8 min readOne AI agent that understands plain English, plans which marketing agents to run, executes them in sequence, and delivers quality-checked output. The piece that turns 20 tools into a system.
April 10, 2026 · 8 min readA literal step-by-step guide for building your first AI agent as a marketer with zero technical background. Two hours. Five steps. It will change how you work.
April 10, 2026 · 8 min readA custom social media analytics dashboard built in an afternoon with Claude Code. No subscription. No backend. Strategic intelligence instead of vanity metrics.
April 8, 2026 · 6 min readThe ceiling on what a single prompt can accomplish has been reached. The marketers pulling ahead are building systems, not writing better prompts.
April 7, 2026 · 8 min readIf you built your site with Bolt, Lovable, or any vibe coding tool, there is a good chance LLMs cannot read your content. Here is how to check and how to fix it in 30 minutes.
April 6, 2026 · 5 min readAn open-source AI agent built in Claude Code that takes one piece of content and multiplies it across 10 angles, 11 formats, and multiple personas. Not reformatting. Real repurposing.
April 4, 2026 · 7 min readThe same marketing strategy framework I run as a fractional CMO, built as an open-source AI agent in Claude Code. Eighteen exercises, four sections, one afternoon.
April 3, 2026 · 8 min readThe literal step-by-step workflow for publishing an AEO-optimized blog post in 15 minutes with Claude Code. Topic selection through repurposing, with time stamps.
April 3, 2026 · 7 min readHow a fractional CMO practice became an AI-powered go-to-market company. The organic evolution from one LinkedIn agent to a 20-agent marketing operating system.
April 2, 2026 · 7 min readI used to pay $8,000 a month for SEO. I built an AEO-optimized blog pipeline with Claude Code in one afternoon. Here is exactly how it works.
April 2, 2026 · 8 min readI open-sourced my marketing agents. The agents are not the moat. The brand context is. Here is why the same agent produces completely different output depending on who runs it.
April 1, 2026 · 7 min readI paid an SEO agency $8,000 a month. They were good. Now I build the same capability for $100 a month with Claude Code. Here is what actually changed.
March 31, 2026 · 8 min readMost B2B SaaS companies have more marketing tools than they need but no operating system connecting them. Here is why an AI marketing agent changes that.
March 28, 2026 · 4 min readThe fix for generic AI output is not better prompts. It is a brand bible with personas, voice rules, and banned words that every agent reads on every execution.
March 27, 2026 · 8 min readThe honest math on running a marketing department with AI agents instead of headcount. What it costs, what it replaces, and what it cannot do.
March 25, 2026 · 7 min readThe single most important file in your marketing operating system. Same AI, same request, completely different output. The only variable is the context file.
March 25, 2026 · 7 min readClaude Code is not a developer tool. It is a builder that lets marketers create AI agents, dashboards, and workflows by describing what they want in plain English.
March 24, 2026 · 7 min readAn AI agent that generates complete creative briefs and AI design tool prompts for LinkedIn ads, webinar thumbnails, email headers, and social graphics.
March 20, 2026 · 7 min readAn AI agent that runs seven checks on every piece of marketing content: banned words, voice compliance, persona alignment, pillar accuracy, CTA compliance, specificity, and format.
March 19, 2026 · 7 min readAn AI agent that mines podcast transcripts for GTM intelligence. Topic search, guest deep dives, response posts, persona mining, and objection extraction.
March 17, 2026 · 6 min readAn AI agent that takes any sales objection, surfaces the real fear underneath, provides a strategic reframe, and writes the follow-up email. Built for B2B SaaS sellers.
March 13, 2026 · 7 min readI built a Claude Code AI agent that writes LinkedIn posts in my actual voice using my brand bible, persona definitions, and career data. Here is why it works when generic AI tools do not.
March 12, 2026 · 6 min readAn AI agent that scrapes your TikTok data, categorizes every video by topic and hook style, finds your winners formula, and generates an interactive dashboard. Open source.
March 10, 2026 · 8 min readI built a Claude Code AI agent that scans competitor ads across Meta, LinkedIn, and Google in minutes. It is open source and you can try it today.
March 5, 2026 · 6 min read