Hey everyone! 👋😊 I’m new here and excited to be part of this community! I’m looking forward to learning, sharing ideas, connecting with like-minded people, and growing together. 🚀 Looking forward to connecting with you all! Let’s learn and grow together. 🤝✨

Hi all—I've been struggling with my AI “authority filters” randomly getting ignored (it was following the rules fine… then suddenly started drifting), and I know a lot of people here have been too. I spent some time working through it last week, and here’s a simple way I fixed it for less than $10/m: 1. Do create one “Authority Pack” doc that contains your rules in plain English (allowed claims, forbidden claims, tone/voice rules, banned phrases, anything you never want it to break). 2. Download/use NotebookLM (or any doc-based search/index tool) so your model can quickly pull the relevant rules from that pack instead of relying on memory. 3. Etc etc. Every time you generate marketing content, add a 2-step flow: - first, ask it to extract the *relevant* authority rules for that specific topic - then, paste those extracted rules into the actual content prompt So even if it “forgets,” you re-inject the constraints every single time. If anything is unclear, let me know. Hope this helps you 🙏

Are you using the western expensive models or the chinese , just as good but cheaper models ? and why?

The goal isn't to replace one task with AI. It's to build a system where outreach, follow-ups, content, CRM, and reporting all work together without constant manual input. Once you see it as infrastructure instead of a collection of tools, everything changes. Curious how many people here are already building towards that

AI is changing the way entrepreneurs, business owners, and creators approach marketing from creating content faster to understanding customers better and improving daily workflows. I’m interested in learning how others in this community are using AI in their marketing strategies. What AI tools, systems, or techniques have helped you save time or improve your results? Would love to hear your experiences, ideas, and any lessons you’ve learned along the way.