Engagement growth
+18.4%
+4.2% vs last wk
Brand sentiment
78/100
+6 pts
Crisis risk
Elevated
+17% deviation
Campaign ROI
312%
+28% MoM
AI Threat Forecast
Actual Predicted
AI Signal Comparison
82
Engagement
41
Satisfaction
Warning: Users are highly willing to engage, but the experience consistently underdelivers — investigate funnel friction.
AI Insight
Improve +32% in morning engagement by routing creator content to TikTok prime window, Marketing Manager.
User Activity Heatmap
By hour · 7-daySun
Mon
Tue
Wed
Thu
Fri
Sat
6pm
8pm
10pm
12am
2am
4am
6am
Low Mid High
28%
Day
60%
Morning
12%
Evening
Quality Score
64%
Average Score
Trust
High
Risk
Moderate
Audience Mix
201k
Total
- 18–24 yrs40%
- 25–40 yrs25%
- 41–55 yrs20%
- 56–65 yrs10%
- Other5%
AI note: Audience skews younger and habit-driven — schedule short-form formats.
Sentiment Trend
Positive Neutral Negative
Campaign Performance
| Campaign | Platform | ROI | Engagement | Status | Risk |
|---|---|---|---|---|---|
| Q4 Brand Refresh | Multi | 312% | 87% | Live | Low |
| Product Launch — Orbit | X / IG | 248% | 72% | Live | Medium |
| Holiday Spotlight | TikTok | 189% | 91% | Scheduled | Low |
| Enterprise B2B Pulse | 164% | 64% | Live | Low | |
| Creator Collab Wave | IG / TT | 276% | 83% | Paused | High |
Live Activity Feed
Live- AI flagged viral negative clusternow ago
- Drafted PR response (47 words)1m ago
- Recommended budget shift to TikTok4m ago
- Executive report exported12m ago
- Sentiment recalibrated for APAC18m ago
- New influencer cluster detected31m ago
AI Recommendation Feed
- BudgetConfidence 92%Shift TikTok spend +18% this week
TikTok engagement velocity is 2.1× LinkedIn with 38% lower CAC. Audience overlap is minimal.
+$84K projected revenue - PRConfidence 87%Schedule executive Q&A reel by Friday
Negative sentiment is driven by perceived silence on the Orbit incident. Direct exec voice consistently lifts trust by 9–14pt.
+12pt brand sentiment - GrowthConfidence 79%Target re-engagement on dormant APAC cohort
1.2M users churned in the last 90 days with high reactivation propensity scores.
+24K active users
Executive Summary
Brand health: Strong; recovery trajectory holds despite Orbit incident.
Top driver: Creator-led TikTok content with +91% engagement.
Watch list: APAC sentiment, influencer @techsage thread.
Action: Approve drafted PR response and revised media mix.