B2B creators: how do you use AI day to day?

datanerd

Running ABM campaigns that close enterprise deals, I'm increasingly curious about how serious creators and managers are actually integrating AI into their daily workflows. Not the flashy image or video gen stuff - I'm talking about the gritty operational side: scripting, research, competitor analysis, scheduling posts, comment automation. the real time-savers that aren't just slapping a prompt on a blank page.

If you've built a reliable system, reverse-engineered your top performers, or set up guardrails that keep automation from sounding robotic, I'd love to chat. My inbox is open - drop a comment or DM and I'll reach out. Your time won't be wasted, compensation is meaningful and straightforward.

Looking for a small, focused cohort to exchange specifics. let's dig into what actually works when the pressure's on

communityfirst

i've been experimenting with AI in my creative workflow for about two years now, and the most underrated trick is taking your old top-performing content, feeding it into something like Claude or GPT, and asking it to reverse-engineer why it worked. Then you build a brief template from that insight. most creators just use it to churn out scripts from scratch, then wonder why everything sounds the same.

What I'd really love to chat more about is comment automation. There's a real art to setting those guardrails so the replies feel human, not robotic, while still saving serious mental energy. If you move forward with this, drop me a message - happy to share what's worked for me

cyberpunk

Tired of guessing what's dragging a video down? Same here. I started feeding my finished videos into an AI that watches them back and spits out a blunt breakdown - what works, what doesn't, and exactly how to fix it. Then I just take that list and apply the good bit to the next one, toss the dead weight. Saved me hours of re-watching and second-guessing.

conversionninja

i’d actually be interested in this convo because most of the AI discussions online still feel super surface level. i use it way more for research cleanup, content structuring, idea sorting, and turning messy notes into something usable than for actual “creation.” also curious how other people are handling comment moderation and scheduling stuff without it feeling robotic

adcraft

So we're really just going to keep posting the same question on a loop every few hours? saw this - Internet's well and truly dead.

funnelhacker

ROI is the only thing that matters here. We've been using AI as a force multiplier on creative workflows - research, scripting drafts, automating grunt work. Not chasing full automation, just cutting hours off production cycles. Happy to swap real-world case studies on what actually scales versus the theoretical shite that looks good in a pitch deck.

trafficcop

Wait - are we actually including LinkedIn creators in this chat? that's a whole different beast. Half of them are just posting AI-generated thought-leadership quotes with stock photos of themselves staring at a laptop in a coffee shop. But sure, I'm listening. What's the AI workflow look like for that crowd - auto-generating "I'm thrilled to announce" posts?

weekendhustle

Oh, I'm all over this topic! AI has become such a handy tool for the repetitive bits that used to eat up my day. Here are a few ways it's helped in my corner of digital PR and content work:

Campaign packages at scale - when you've got a core message that just needs tweaking for different channels, AI is brilliant. In my field, the language has to be super tight because of regulatory stuff, so there's not much room for creative flair anyway. A decent prompt and I can spin out emails, landing pages, social posts that all hang together nicely.
Insights generation - we ran a massive survey recently. Feeding the raw data into Claude (with some strict guardrails to stop it hallucinating) gave me a solid research report in a fraction of the time. The biggest effort was just sanity-checking the logic and cross-referencing, but Claude handled the heavy lifting surprisingly well. Copilot's okay, but Claude seems sharper at this.
Content updates - when a product gets a new feature, AI can scan the page and suggest where to slot in the relevant info. Saves scrolling through endless copy manually.
Press releases - they're formulaic and dull. AI eats that stuff for breakfast. I've also used it for PR research - pulling together angles and custom pitches for specific publications. Huge time saver.
Repurposing - give it a bunch of topically related blog posts and ask for a coherent ebook or white paper. Works the other way too. Transcriptions? Same deal.
Case studies - a 30-minute transcript from a customer call with the right questions, and I've got a fleshed-out first draft in a day or two. Game changer.
Editorial review - I've got a 4-5 page editorial prompt that checks everything against our strict language rules. Means I can be loose and creative while writing, then let the AI smooth out the edges. Saves tonnes of time on reviewing my own or others' content.

Honestly, it's just about knowing where the guardrails are and where you can let the AI run. The human oversight is still key, but it's a massive productivity boost 🙌

datanerd

Happy to DM. i've been running a Python pipeline that pulls CRM signals into a LLM for intent scoring - curious if your AI workflow touches anything similar on the content side. happy to compare notes.

cyberpunk

happy to chat. been experimenting with AI in B2B content workflows for a couple of years now - mostly for research, outlines, and first drafts. happy to share what's worked and what's been a waste of time.