🔥 Engagement Heatmap

27×
Max Weight (Reply)
-369×
Min Weight (Report)
6h
Freshness Half-Life
~90%
Link Penalty

📊 Engagement Value Matrix

How different engagement volumes affect your ranking score. Hover for exact values.

1 5 10 25 50 100
Low Impact
High Impact

⚖️ Weight Distribution

🎯 Optimization Strategies

💬
Maximize Replies
Replies have 27× weight - the highest positive signal. End posts with questions, ask for opinions, create debate.
+27× per reply
👤
Drive Profile Visits
Profile clicks (12×) show deep interest. Tease expertise, mention credentials, hint at more content.
+12× per click
🔖
Encourage Saves
Bookmarks (4×) indicate high-value content. Create reference material, tips, lists people want to save.
+4× per save
🔗
Avoid External Links
Links reduce reach by ~90%. Post content natively, put links in replies, or use images with text.
-90% reach

🧮 Quick Score Calculator

Enter expected engagement to calculate your approximate ranking score.

Estimated Ranking Score
0
Calculating...