Question for the AI agent/automation pros: can anyone suggest a workflow to achieve this? I want to build a system that turns "Viral Trends" into "Ready-to-Post Drafts" automatically. The Workflow: 1. Spot Trends: AI monitors TikTok/IG for viral videos in my niche and grabs the transcripts. 2. Rewrite: AI takes those concepts and writes new scripts/carousel text for me. 3. Create: AI (like Nano Banana/Gemini) generates the actual images for the post. 4. Review: It all lands in a spreadsheet for me to check before posting. Basically: Automated generation -> Human approval. Does a tool stack like this exist out of the box, or do I need to piece it together?

I’ve been experimenting with how AI tools surface ecommerce brands, because it feels like things are shifting away from pure SEO. With LLMs, it seems less about traditional crawling and more about queries and intent. Nobody really knows the full picture yet, but I wanted to see what actually happens when shoppers ask real, specific questions related to a specific niche. I built a small web app to test it: ArchitectAEO.com.Instead of just grading your website, it runs your URL (and your competitors') through actual LLM-style shopper queries and shows who the AI ends up recommending. It’s basically: “If someone asked an AI about products in your niche, does it pull up your site or someone else’s?” It's pretty bare-bones, but there's a “How To Use” link in the top left if it's not clear. Nothing is saved on the server — if you want to keep anything, just screenshot or download it. You can also rerun the tools a handful of times. I put a limit just so my kie.ai account doesn't blow up. If you try it, I’d love any feedback: what works, what sucks, what’s missing, what’s confusing — and honestly, whether this is something you’d ever pay for. Happy Thanksgiving (and to the non-Americans, happy Thursday. Sorry everything's closed)

Anyone need Sora invite? I got a few left R9DWG9

Hey gang, I appreciate this is probably a topic that has been widely discussed but with the recent launch of Nano Banana, we are starting to look into kicking off our AI video pipeline for real this time! We are especially keen on hiring a freelancer to create this pipeline for us (from web scraping to find relevant topics to creating the IAP (ideal AI persona) through to scripting and posting). Would love to know if anyone has hired freelancers in the past and what the scope of your pilot project looked like! Currently we are looking at around a 2 month timeline (including hiring a freelancer through to quantifying the results of the test) and a budget of around $2,000-$4,000 USD. Would love to hear your thoughts / experiences and of course happy to share our experience as we go along :)

What are your favorite groups to directly establish relationships with creators? @Brian Kelsey said he will share some but would be nice to hear everyone’s favorites. Thanks!