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🎯 SimClusters Explorer

🌐 What are SimClusters?
🧠
Topic-Based User Embeddings
How X understands your interests
SimClusters groups users and content into ~145,000 topic clusters. Your posts are distributed to users who share similar cluster affinities. Staying in your niche = better distribution.
🎨 Cluster Visualization
Click a cluster to explore. Size = audience reach.
📊 Select Your Niche
📈 Your Cluster Affinity
How your content would be distributed
⚡ Distribution Impact
✅
Stay in Niche
Full distribution to matched users
❌
Topic Switch
Confuses algorithm, lower reach
🎯
Consistent Theme
Builds strong cluster affinity
🔄
Related Topics
OK if clusters overlap
💡 SimCluster Strategy Tips
🎯 Pick ONE primary niche and dominate it. Your engaged audience trains the algorithm.
🔗 Related topics are okay if there's natural cluster overlap (e.g., AI + Crypto often overlap).
⚠️ Avoid unrelated viral posts. Going viral in a different niche can dilute your cluster affinity.
👥 Quality followers matter. Followers in your cluster amplify your reach within that cluster.
📊 Engagement signals train clusters. Replies and bookmarks strengthen your cluster positioning.