Agent Sky’s Similarity AI Suggestions: The Smart Way to Find Your Tribe on Bluesky

Ever felt like you’re following people on Bluesky who just… don’t quite get you? Like you’re shouting into a void where nobody really speaks your language? I’ve been there. (And trust me, it’s exhausting.)

That’s exactly why I’m pumped to share Agent Sky’s newest feature: Similarity AI Suggestions. It’s like having a really smart friend who knows exactly who you’d vibe with—except this friend uses advanced AI embeddings to find your people.

The Problem With Random Following

Here’s the thing: manually finding your community on Bluesky is a total time sink. You scroll through endless profiles, hoping to stumble upon someone who shares your interests. Maybe they like indie games. Maybe they’re into sustainable tech. Or maybe they just post cat memes all day (no judgment).

But what if there was a smarter way?

What if your bot could actually understand who your ideal followers are and find more people just like them?

Enter: Similarity AI Suggestions

Agent Sky’s new AI-powered suggestion engine is basically magic. It uses cutting-edge machine learning to understand what makes your ideal followers tick.

Here’s how it works:

  1. You pick your ideal followers — These are your “source” accounts. The people who already get what you’re about.

  2. AI learns their patterns — Our advanced AI studies everything about these accounts to understand their unique characteristics.

  3. Smart matching happens — The AI scans thousands of profiles and uses predictive analytics to find your perfect matches.

  4. Only the best get followed — The AI’s smart filtering ensures you only connect with highly compatible accounts.

It’s not just about following more people—it’s about following the right people.

My Experience Setting It Up

I’ll be honest: when I first heard “AI-powered suggestions,” I thought it’d be complicated. But setting this up? Dead simple.

Step 1: Add Your Source Accounts

I picked 5-10 accounts that represent my ideal community members:

  • Fellow SaaS founders
  • People who geek out about automation
  • Bluesky power users who share growth tips

Step 2: Fine-tune Your AI Settings

The AI comes pre-trained with smart defaults, but I made it a bit more selective because quality matters. (You can always adjust this later!)

Step 3: Let the AI Work Its Magic

And… that’s it. Seriously.

Agent Sky’s AI starts analyzing patterns, learning preferences, and finding your perfect matches. No more random spray-and-pray following.

The Results Are Wild

After just one week with Similarity AI turned on:

  • 87% follow-back rate (up from my usual 40-50%)
  • 3x more engagement on my posts
  • Actual conversations happening in my replies

But here’s the real kicker: these aren’t just numbers. These are real people who actually care about what I’m building. They reply to my posts, share my content, and—get this—they actually buy my products.

Quality over quantity, every single time.

Pro Tips for Maximum Impact

Want to squeeze every drop of value from this feature? Here’s what I’ve learned:

  1. Choose diverse source accounts — Don’t just pick accounts exactly like yours. Include complementary niches that overlap with your interests.

  2. Use negative keywords — Add terms to filter out accounts you don’t want (like “crypto” or “NFT” if that’s not your thing).

  3. Let the AI learn — The more the AI runs, the smarter it gets. Give it a few days to really understand your ideal audience.

  4. Combine with welcome messages — When these high-quality followers join, hit them with a personalized welcome message. The conversion rate is insane.

Why This Changes Everything

Look, I’ve tried every growth hack in the book. Hashtag strategies, engagement pods, manual outreach—you name it.

But AI-powered suggestions? This is different.

It’s not about gaming the system or tricking people into following you. It’s about leveraging artificial intelligence to find your people. The ones who’ll stick around, engage with your content, and become part of your community.

Ready to find your tribe? Sign up for Agent Sky and let AI do the heavy lifting. Your ideal community is already out there—you just need the right tools to find them.

The Bottom Line

Agent Sky’s AI-powered suggestion engine isn’t just another feature—it’s a complete paradigm shift in how we build communities on Bluesky.

Stop wasting time on random follows. Start using intelligent AI to build a community that actually gets you.

See you on the smart side of Bluesky!