Crisis Alert — Negative Sentiment Spike
Sentiment on FitLife Pro dropped 35% in the last 2 hours. 12 flagged comments.
12 min ago
Engagement Rate
4.2%
+12% vs last week
Total Reach
24.5K
+8.3% vs last week
Sentiment Score
0.82
Positive — stable
Virality Rate
67%
−3.1% vs last week
Engagement & Reach — 30 Days
All pages · daily
Sentiment Split
847 posts · last 30 days
Positive 60%
Neutral 18%
Mixed 11%
Negative 11%
Format Performance
Avg engagement by type
Posting Heatmap
Engagement by day & time
This Week vs Last
Key metric comparison
Top Posts — Last 14 Days
Ranked by engagement
| # | Post | Format | Posted | Reach | Eng% | Shares | Sentiment | Virality |
|---|---|---|---|---|---|---|---|---|
| 01 | Product launch video — new supplement line | Video | Tue 6:12 PM | 18.4K | 4.8% | 892 | 0.94 | 89% |
| 02 | Behind the scenes — our morning routine | Reel | Wed 7:00 PM | 14.2K | 4.2% | 445 | 0.88 | 74% |
| 03 | Customer transformation — 12 week journey | Photo | Mon 12:00 PM | 11.8K | 3.9% | 312 | 0.91 | 68% |
| 04 | Nutrition tips carousel — 5 meal prep hacks | Carousel | Thu 5:45 PM | 9.4K | 3.4% | 198 | 0.85 | 61% |
AI Activity Feed
Real-time intelligence
Virality predicted — Product launch video scored 89%. Boost within 2 hours.
2h ago
Timing shift — Morning posts 23% lower this week. Consider 6 PM slot.
5h ago
New segment — "Health-conscious millennials" cluster detected (14%).
1d ago
Emotion Radar
This week vs last week
FOLLOWER GROWTH
+1,247
▲ 18% vs prior 30d
TOTAL IMPRESSIONS
842K
▲ 24% vs prior 30d
AVG POST REACH
12.4K
▲ 11% vs prior 30d
90-Day Multi-Metric Trend
Engagement rate · reach · posts published
Day of Week
Avg engagement by day
Reach vs Engagement Scatter
60 posts · correlation analysis
Best Posting Hours
Avg engagement by hour of day
VIRAL POSTS/MONTH
14
▲ 4 vs last month
AVG VIRALITY SCORE
0.67
▲ 12% vs last month
PREDICTION ACCURACY
94%
Last 50 predictions
SUPER SHARERS
12
Drive 34% of shares
Share Velocity — 48h
Shares per hour · red line = viral threshold 200/hr
Score Distribution
All posts this month
Viral Triggers
Impact ranking
Probability by Day & Time
% chance of exceeding threshold
Super Sharer Cascade — Last Viral Post
Pathway from post to algorithm pickup
Post published
Tue 1:17 PM
Tue 1:17 PM
@dave_memes
+5 min · 8K
+5 min · 8K
Dark Humour
Cluster
+22 min · 18K
Cluster
+22 min · 18K
Late-Night
Cluster
+45 min · 12K
Cluster
+45 min · 12K
Algorithm
Pickup
+62 min · 47K
Pickup
+62 min · 47K
OVERALL SCORE
0.82
Positive — stable
POSITIVE RATE
60%
508 posts
NEGATIVE RATE
11%
▲ 3% this week
CRISIS EVENTS
2
Last 30 days
Sentiment Over Time — 30 Days
Positive and negative rate daily
Emotion Breakdown
Comment classification
Sentiment by Page vs Benchmark
Sentiment → Engagement
60-post scatter correlation
Flagged Comments
AI risk-scored · respond directly
| Priority | Comment | Page | Time | Reactions | AI Risk | Emotion | Action |
|---|---|---|---|---|---|---|---|
| High | "This product is way overpriced. Very disappointed." | Kelpie Daily | 2h ago | 14 | 0.78 | Anger | |
| Medium | "Still waiting 2 weeks. No response from support." | Kelpie Daily | 5h ago | 8 | 0.61 | Frustration |
CORRELATION R²
0.847
Timing vs engagement
STATISTICAL SIG.
p<0.01
Timing effect confirmed
ANOMALIES
3
Posts this month
CONFIDENCE BAND
95%
Forecast accuracy
Caption Length vs Engagement Rate
Word count buckets · avg eng rate per bucket
Emoji Count vs Engagement Lift
0–8 emojis · avg relative uplift vs no-emoji baseline
Rolling Volatility (σ)
30-day std dev of engagement rate
Shares → Reach Multiplier
Each share = how many impressions gained
Post Frequency vs Avg Eng Rate
Posts per week — does cadence hurt quality?
Engagement Funnel
Impressions → Reach → Engagements → Shares → Saves
Hour × Day Engagement Matrix
Full 168-hour week — exact engagement %
Raw Data — Last 30 Days
All posts · all metrics · machine-readable
| Date | Page | Format | Posted At | Caption Words | Emojis | Reach | Impressions | Engagements | Eng Rate % | Likes | Comments | Shares | Saves | Sentiment | Emotion | Topic | Virality Score | Super Sharer Triggered |
|---|