Prompt Details
Model
Chat - (gpt-5.2)
Token size
495
Example input
[period]: last 30 days
[your_data]: Watch Time: 12s (Pre) → 8s (Post) → -33% Shares: 45 → 22 → -51% Reach: 15k → 7k → -53%
Example output
## PHASE 1 | BASELINE AUDIT (Last 30 Days)
| Metric | Pre-Shift | Post-Shift | Variance |
| ------------ | --------- | ---------- | -------- |
| Watch Time | 12s | 8s | -33% |
| Completion % | 42% | 28% | -33% |
| Shares | 45 | 22 | -51% |
| Reach | 15k | 7k | -53% |
| FYP Rate | 23% | 12% | -48% |
**Seasonality/Holidays Flag:**
1. No seasonality data provided → Cannot validate external timing factors.
2. Decline magnitude consistent across core distribution metrics → More indicative of content-performance shift than seasonal fluctuation.
---
## PHASE 2 | PATTERN MAPPING
### Trigger Scoring (1–10)
| Trigger | Score | Relative Impact Rank |
| ----------------------------------- | ----- | -------------------- |
| Hook Decay (3s retention delta) | 9 | 1 |
| Velocity Crash (post freq vs reach) | 7 | 2 |
| Audience Fatigue (engagement ratio) | 6 | 3 |
| Format Penalty (Reels vs Static) | 4 | 4 |
| Timing Drift (peak mismatch) | 3 | 5 |
### Ranked by Impact Score
1. **Hook Decay (9/10)** → Primary reach suppressor (early retention collapse).
2. **Velocity Crash (7/10)** → Reduced amplification from weak initial engagement.
3. **Audience Fatigue (6/10)** → Engagement compression secondary effect.
4. **Format Penalty (4/10)** → Minor structural inefficiency.
5. **Timing Drift (3/10)** → Low contribution to overall decline.
---
## PHASE 3 | 7-DAY RECOVERY MATRIX
### 1. HOOK FIX (Top Trigger: Hook Decay)
**Variant A – Problem-Solution**
* “Your reach dropped 50% because you’re doing THIS…”
* “Stop losing FYP distribution — fix this in 3 seconds.”
**Variant B – Question Hook**
* “Why are your videos dying after 8 seconds?”
* “Is this killing your TikTok reach?”
**Target:** +15% 3s retention
---
### 2. CADENCE
* 8:00 AM
* 1:00 PM
* 7:00 PM
---
### 3. FORMAT MIX
* 65% Reels
* 35% Static
---
### 4. RE-ENGAGE (Zero-Risk Plays)
1. Duet top historical performers
2. Stitch active trend formats
3. Reply to high-engagement comments with video
---
### 5. METRIC TARGETS
| Tactic | KPI Target |
| ------------------- | ------------------------------------- |
| Hook Fix | +15% 3s retention |
| Cadence | +20% reach per post |
| Format Optimization | +10% completion rate |
| Re-Engage | +25% engagement velocity (first hour) |
---
### DAY 1–7 EXECUTION TEMPLATE (CSV FORMAT)
```
Day,Time,Format,Hook Type,Tactic,Target Metric
1,8AM,Reel,Problem-Solution,Hook Fix,+15% 3s Retention
1,1PM,Static,Question,Re-Engage,+25% 1hr Velocity
1,7PM,Reel,Problem-Solution,Cadence,+20% Reach
2,8AM,Reel,Question,Hook Fix,+15% 3s Retention
2,1PM,Static,None,Comment Reply,+25% 1hr Velocity
2,7PM,Reel,Problem-Solution,Format,+10% Completion
3,8AM,Reel,Question,Hook Fix,+15% 3s Retention
3,1PM,Static,None,Duet,+25% 1hr Velocity
3,7PM,Reel,Problem-Solution,Cadence,+20% Reach
4,8AM,Reel,Question,Hook Fix,+15% 3s Retention
4,1PM,Static,None,Stitch,+25% 1hr Velocity
4,7PM,Reel,Problem-Solution,Format,+10% Completion
5,8AM,Reel,Question,Hook Fix,+15% 3s Retention
5,1PM,Static,None,Comment Reply,+25% 1hr Velocity
5,7PM,Reel,Problem-Solution,Cadence,+20% Reach
6,8AM,Reel,Question,Hook Fix,+15% 3s Retention
6,1PM,Static,None,Duet,+25% 1hr Velocity
6,7PM,Reel,Problem-Solution,Format,+10% Completion
7,8AM,Reel,Question,Hook Fix,+15% 3s Retention
7,1PM,Static,None,Stitch,+25% 1hr Velocity
7,7PM,Reel,Problem-Solution,Cadence,+20% Reach
```
---
## PHASE 4 | ROI PRIORITY ENGINE
Formula:
**Priority Score = Impact(0.4) + Effort(-0.3) + Risk(-0.3)**
Scaled to 1–100
| Tactic | Impact | Effort | Risk | PRIORITY |
| -------- | ------ | ------ | ---- | -------- |
| HOOK FIX | 9 | 4 | 1 | 92 |
| CADENCE | 7 | 2 | 1 | 87 |
| FORMAT | 4 | 3 | 2 | 68 |
---
## EXECUTION ORDER
1. **HOOK FIX (92)**
2. **CADENCE (87)**
3. **FORMAT (68)**
**Execute 85+ FIRST**
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GPT-5.2
4-phase analysis tool for TikTok analytics data. Processes your CSV/JSON export through audit → pattern → strategy → ROI framework. Uses only provided data. Outputs tables and 7-day test plan. Neutral analysis tool.
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