Solving Your Content Rut With an AI Topic Machine

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AI Builders Club

Plumb

8 episodes

3 months ago

Welcome to the AI Builders Club. Yeah, it’s a podcast, but it’s also a workshop, a group chat, and your new favorite corner of the internet if you’re trying to build quality automations with AI. This isn’t a snake oil “prompts that print money” operation. It’s hands-on agentic workflows, pro tips, and real talk from two cofounders in the trenches building a new no-code automation platform. Each week, Aaron Dignan and Chase Adams take on one real-world mess, like inbox chaos, scrambled meeting prep, or clunky client proposals, and walk through how they’d build an AI workflow to fix it. They share the tools, the thought process, the rough edges, and the “okay-but-would-this-actually-work?” moments. At the end of every episode, you’ll have a complete mental model for how to build these flows yourself. And, you’ll stay ahead of the curve with real-time insights on the rapidly evolving AI landscape. If you’re the one who’s always trying to make things run smoother, faster, or better, you’ll feel right at home here. This is a club for the 10,000 builders who will help the next 10 million people leverage AI to the fullest. Whether you're consulting, freelancing, or just tinkering after hours, if you’re here, you’re already in the club.

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Technology

Education

Solving Your Content Rut With an AI Topic Machine

AI Builders Club

26 minutes

3 months ago

Solving Your Content Rut With an AI Topic Machine

AI Builders Club Meeting Minutes | Ep. 4: Content Ideas For Days

Topic: Can AI generate smarter content topics than your marketing intern?

Meeting Agenda: Come up with your next 50 content ideas in a flash.

This week, Chase and Aaron dive into the murky waters of topic ideation. Writing content is easy. Deciding what to write is where most people drown. The duo tears into the current crop of tools, explains why they still fall short, and sketches out an AI-powered system that watches your content performance, analyzes your voice, and serves up fresh, strategic topics before you even ask.

In this session, we covered:

Why tools like ChatGPT, Jasper, BuzzSumo, and Notion AI are helpful, but still too passive
What an AI topic assistant should actually do: weekly briefs, format suggestions, and content gap alerts
Ideal inputs: your past content, engagement metrics, competitor posts, audience feedback
Ideal outputs: new content ideas with rationale, overuse warnings, and evolution tracking
How the stack might work: OpenAI or Claude, LangChain, Pinecone, and integrations with analytics and CMS tools
Why humans still win at brand nuance, but AI shines in pattern spotting and scale

Club Takeaway: Topic generation isn’t a one-time brainstorm – it’s a system. Build one that thinks ahead, not just reacts.

Adjourned with: “Thinking is hard. Topic generation doesn’t have to be. ”

See you at the next meeting.