Scheduled tweets are dead. I automated the "reply strategy" instead

Pushing content through Buffer does literally nothing on X right now. Organic growth is 100% in the replies under KOLs. But manual replying is soul-crushing, and VAs just spam "great post bro" which ruins your brand.

I have a dev background, so I coded my own AI setup to fix this. It actually reads the entire thread context, not just keywords. I built two workflows for this:

  1. Chrome Extension: I scroll my feed, hit a custom button on a tweet, and pick a vibe. E.g., "Degen" for my web3 clients, or "Professional" for B2B. It drafts a smart reply in a second, I tweak it and post.
  2. Telegram Bot: I set the filters (target keywords, ignore tweets under 50 likes, blacklisted words) and it just runs 24/7 in the background.

The hardest part was dodging X's shadowbans. I had to route every client account through unique browser fingerprints, proxies, and add random delays (30s to 20m) so it actually looks like a human scrolling.

It saved my sanity managing accounts, so I opened it up as a SaaS. Not dropping links to respect sub rules, but it's in my profile if you're hitting the same bottleneck.

Are you guys still selling standard content calendars or shifting to engagement?

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LifeguardMedium1750•3 months ago•1

I hit the same wall with scheduled posts on X. I kept tweaking copy, time zones, hashtags… nothing moved until I treated replies like the actual product.

What helped me was getting super picky about which KOLs and threads I even allow myself to reply to. I built a short “who I’m allowed to chase” list, then tagged a few angles that I know tie back to what I sell. If a thread doesn’t line up with at least one angle, I skip it, even if it’s blowing up.

I also started grading replies after the fact: saved, profile clicks, DMs, or nothing. I fed only the ones that got saves/DMs back into my prompts so the tone slowly shifted toward what actually pulls people in.

On the tooling side, I bounced between Hypefury and Typefully for scheduling, then used Pulse for Reddit plus basic Sheets tracking to spot which hooks people actually responded to before I baked them into my reply flows everywhere else.

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