The GrowthLoops Blog

What we are learning building AI marketing agents for B2B SaaS teams.

AEO Vibe Coding Claude Code SEO LLM Visibility

Your Vibe-Coded Website Looks Great. AI Can\

If 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 read
AI Agents Content Marketing Claude Code Content Repurposing Open Source

The Content Repurposing Engine: One Post Becomes 100 With an AI Agent

An 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 read
AI Agents Marketing Strategy Claude Code Fractional CMO Open Source

I Replaced a $15K Strategy Consultant With an 18-Exercise AI Marketing Audit

The 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 read
AI Agents Content Marketing Claude Code AEO Marketing Workflow

The Exact Workflow: How a Blog Post Goes From Idea to Published With AI

The 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 read
Fractional CMO AI Agents GrowthLoops Go-to-Market B2B SaaS

From Fractional CMO to AI-Powered GTM: How GrowthLoops Evolved

How 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 read
AEO Claude Code Content Marketing Building in Public B2B SaaS

How I Built an AEO-Optimized Blog Pipeline in One Afternoon

I 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 read
AI Agents Brand Voice Open Source Go-to-Market B2B SaaS

The Brand Bible Is the Moat. Not the Agents.

I 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 read
AEO Claude Code Content Marketing B2B SaaS Marketing Operations

The $8,000 SEO Agency vs. $100 a Month: What Changed

I 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 read
AI Marketing B2B SaaS Marketing Operations Growth Strategy

Why Your B2B SaaS Needs an AI Marketing Agent (Not Just Another Tool)

Most 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 read
Claude Code Brand Voice AI Agents Tutorial B2B SaaS

How to Write a Brand Bible That Makes AI Sound Like You

The 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 read
AI Agents Marketing Teams Claude Code Fractional CMO B2B SaaS

Why I Built 20 AI Agents Instead of Hiring a Marketing Team

The 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 read
Claude Code Brand Voice AI Agents Tutorial B2B SaaS

The CLAUDE.md File: Why Context Beats Prompts Every Time

The 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 read
Claude Code AI Agents Marketing Teams Getting Started B2B SaaS

What Is Claude Code? A Non-Technical Guide for Marketing Teams

Claude 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 read
AI Agents Visual Marketing Claude Code Creative Production B2B SaaS

The Visual Marketing Agent: Creative Briefs in Seconds, Not Days

An 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 read
AI Agents Quality Control Claude Code Brand Voice Marketing Operations

The AI Quality Control Agent That Catches What Humans Miss

An 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 read
AI Agents Go-to-Market Claude Code Content Strategy B2B SaaS

How I Use an AI Agent to Mine Lennys Podcast for GTM Insights

An 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 read
AI Agents Sales Enablement Claude Code Objection Handling B2B SaaS

The AI Objection Coach: How I Handle Sales Pushback Before the Call

An 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 read
AI Agents LinkedIn Claude Code Brand Voice B2B SaaS

How an AI Agent Writes LinkedIn Posts That Sound Like Me, Not a Robot

I 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 read
AI Agents TikTok Analytics Claude Code Short-Form Video Open Source

I Built a TikTok Analytics Agent That Tells Me Exactly What Content to Make Next

An 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 read
AI Agents Competitive Intelligence Claude Code Open Source B2B SaaS

How I Built an AI Competitive Ads Agent That Scans Meta, LinkedIn, and Google in Minutes

I 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