Engagement Simulator

Model reach using recency weights and interaction forecasts.

Approximate how the feed model might fan out impressions for your next post by combining follower graph size, engagement rate, and momentum multipliers.

📊 Engagement Simulator

Estimate your viral reach based on follower count and engagement rate.

Current Followers

5.0K

Avg Engagement Rate (%)

3.50%

Benchmark: 2-5% = Good | 5-10% = Excellent | 10%+ = Elite

Viral Probability

7%MODERATE

Est. Reach Per Post

3Kimpressions

Expected Engagement

❤️ Likes175

💬 Replies26

💡 Pro Tip: Every 1% increase in engagement rate ≈ 15% increase in viral probability. Focus on reply quality over post quantity.