Social Post Engagement Prediction

Predict engagement for social post on {{platform}}.

Post content: {{post_content}}
Visual description: {{visual}}
Target audience: {{audience}}
Posting time: {{time}}

--- ANALYSIS PATH 1: Platform Algorithm Fit ---
Does this content match platform preferences?
What signals favor algorithm boost?
Algorithm score (1-10)

--- ANALYSIS PATH 2: Audience Resonance ---
Does this speak to audience interests?
Will they relate or react?
Resonance score (1-10)

--- ANALYSIS PATH 3: Share Motivation ---
Would someone share this? Why?
What makes it share-worthy?
Share potential score (1-10)

--- ANALYSIS PATH 4: Comment Trigger ---
Does this invite response?
What would comments say?
Comment potential score (1-10)

--- ANALYSIS PATH 5: Save/Bookmark Value ---
Is this worth saving for later?
Does it have utility or reference value?
Save potential score (1-10)

--- ENGAGEMENT PREDICTION ---
Overall engagement prediction
Expected engagement type distribution
Optimization recommendations