Andrew S. Campbell's Linkedin Analytics

Super interesting research showing that it's still a wide open frontier for getting discovered via answer engines.

Why I love #vibecoding: I really don't. I was up so late last night reminding Claude Code what we talked about AND what I put in the requirements document in the directory it has access to. Access to every detail of my code base, tons of reasoning, yet I have to ask more than once for the command it said it would give me before changing topics. Still, I love that I can have a partner on demand. I wouldn't be doing any coding without it. And I have no idea how much revenue one app or workflow will generate, but the ROI is pretty hard to beat. #intelligentautomation #solopreneur #claudecode #agenticworkflows

Made my day 😆

My client just exploded his social media engagement over 90% in minutes. He's active on TikTok, Instagram, Facebook, mostly sharing livestreams and the occasional Q&A. His struggle was consistently building brand-level posts - the kind of strategic content that shows off his expertise. I built his intelligent social media system. Editorial agents generate topics from his knowledge base, so he doesn't need to think about whether he's missing any topics. Creative agents draft posts and graphics, so he's never staring at a blank screen with creative block. He reviews, edits, requests revisions, and schedules in just minutes. The result: July is completely booked with strategic content that positions him as the expert he already is. Engagement already skyrocketing. This is AI augmentation at work. We don't have to replace human creativity, we just need to give it a boost. By the way, if you know any business owners stuck on their social media game, send them my way - would be amazing to see their brand take off next week!

Fun with building budget-friendly GTM software clones #leadgeneration #dataenrichment #emailautomation

So much of LinkedIn and email for solopreneurs feels lazy. Quick search for "targets" -> cursory browsing of their profile -> dash off a connection message. Or worse, drop a list into Instantly and send off hundreds of emails hoping a few will get through. Meanwhile, AI isn't accountable for those messages - we are. For the longest time I refused to use those tools. When I did, it felt icky. But, frankly, the people using those tools at scale are having undeniable success. I'm open to different ideas, but this is what I came up with to solve the issue: human-in-the-loop automation. I can customize and sign off on every message so it doesn't feel soulless, but it's a whole lot faster than spending my own hours tracking down the connection points I'm looking for. DM me if you'd like to try it yourself. #intelligentautomation #solopreneur #scale