📈 AI Trend Prediction Engine
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BURN_RISK
Campaign: Ogos 2026-2 Engagement campaign
Adset: Ogos 2026-2 Engagement ad set
Avg CTR
1.51%
Avg CPC
RM0.91
Avg Frequency
1.69
Avg Spend
RM82.59
Trend Logs
94
🔥 Burn risk detected.
Spend meningkat tetapi result masih kosong.
Cadangan:
Review offer, objective, tracking, landing page dan WhatsApp flow.
Jika tiada signal lead, jangan scale dulu.
BURN_RISK
Campaign: Iklan Ogos 26 Engagement campaign
Adset: Iklan Ogos 26 Engagement ad set
Avg CTR
3.33%
Avg CPC
RM1.35
Avg Frequency
1.71
Avg Spend
RM63.97
Trend Logs
65
🔥 Burn risk detected.
Spend meningkat tetapi result masih kosong.
Cadangan:
Review offer, objective, tracking, landing page dan WhatsApp flow.
Jika tiada signal lead, jangan scale dulu.
STRONG_WINNER_SIGNAL
Campaign: New Rm7800 Engagement campaign_2
Adset: New Rm7800 Engagement ad set_2
Avg CTR
4.08%
Avg CPC
RM1.46
Avg Frequency
1.42
Avg Spend
RM30.11
Trend Logs
131
🏆 Strong winner signal detected.
CTR sangat kuat dan CPC masih rendah.
Cadangan:
Monitor sehingga spend cukup stabil.
Jika result masuk, scale +20% secara berperingkat.
STRONG_WINNER_SIGNAL
Campaign: UMRAH_HD20M_HOTEL_AUG26
Adset: UMRAH_HD20M_HOTEL_AUG26
Avg CTR
4.60%
Avg CPC
RM1.06
Avg Frequency
1.21
Avg Spend
RM25.87
Trend Logs
50
🏆 Strong winner signal detected.
CTR sangat kuat dan CPC masih rendah.
Cadangan:
Monitor sehingga spend cukup stabil.
Jika result masuk, scale +20% secara berperingkat.
CPC_HIGH
Campaign: HOTELDEKAT_TRUST_Aug2026_V3 Engagement campaign
Adset: HOTELDEKAT_TRUST_Aug2026_V3 Engagement ad set
Avg CTR
2.29%
Avg CPC
RM2.48
Avg Frequency
1.18
Avg Spend
RM24.36
Trend Logs
45
⚠ CPC mahal.
Kos klik mula tinggi.
Cadangan:
Test audience baru, placement lain dan creative baru.
POTENTIAL_WINNER
Campaign: LEAD_HOTELDEKAT_TRUST_Aug2026_V9 campaign
Adset: LEAD_HOTELDEKAT_TRUST_Aug2026_V9 ad set
Avg CTR
3.34%
Avg CPC
RM1.40
Avg Frequency
1.30
Avg Spend
RM24.10
Trend Logs
36
🚀 Potential scaling winner.
CTR kuat dan CPC masih terkawal.
Cadangan:
Monitor spend dan result.
Jika performance stabil, boleh scale +20%.
STRONG_WINNER_SIGNAL
Campaign: FB Post Rev 2
Adset: FB Post Rev 2
Avg CTR
5.94%
Avg CPC
RM1.05
Avg Frequency
1.27
Avg Spend
RM23.43
Trend Logs
6
🏆 Strong winner signal detected.
CTR sangat kuat dan CPC masih rendah.
Cadangan:
Monitor sehingga spend cukup stabil.
Jika result masuk, scale +20% secara berperingkat.
CPC_HIGH
Campaign: HOTELDEKAT_TRUST_Aug2026_V4 Engagement campaign – Copy
Adset: HOTELDEKAT_TRUST_Aug2026_V4 Engagement ad set
Avg CTR
2.56%
Avg CPC
RM2.87
Avg Frequency
1.22
Avg Spend
RM21.32
Trend Logs
17
⚠ CPC mahal.
Kos klik mula tinggi.
Cadangan:
Test audience baru, placement lain dan creative baru.
POTENTIAL_WINNER
Campaign: Fb Post Ads Rev 5
Adset: Fb Post Ads Rev 5
Avg CTR
5.06%
Avg CPC
RM1.54
Avg Frequency
1.28
Avg Spend
RM19.61
Trend Logs
3
🚀 Potential scaling winner.
CTR kuat dan CPC masih terkawal.
Cadangan:
Monitor spend dan result.
Jika performance stabil, boleh scale +20%.
CPC_HIGH
Campaign: HOTELDEKAT_TRUST_AUG26_V2 Engagement campaign
Adset: HOTELDEKAT_TRUST_AUG26_V1 Engagement ad set
Avg CTR
3.14%
Avg CPC
RM2.48
Avg Frequency
1.23
Avg Spend
RM12.55
Trend Logs
20
⚠ CPC mahal.
Kos klik mula tinggi.
Cadangan:
Test audience baru, placement lain dan creative baru.
POTENTIAL_WINNER
Campaign: Pakej Ogos 2026_R2 Engagement campaign
Adset: Pakej Ogos 2026_R2 Engagement ad set
Avg CTR
3.35%
Avg CPC
RM0.10
Avg Frequency
1.03
Avg Spend
RM12.38
Trend Logs
4
🚀 Potential scaling winner.
CTR kuat dan CPC masih terkawal.
Cadangan:
Monitor spend dan result.
Jika performance stabil, boleh scale +20%.
CTR_WEAK
Campaign: HOTELDEKAT_TRUST_Aug2026_V5 Engagement campaign – Copy
Adset: HOTELDEKAT_TRUST_Aug2026_V5 Engagement ad set – Copy
Avg CTR
0.00%
Avg CPC
RM0.00
Avg Frequency
1.31
Avg Spend
RM0.08
Trend Logs
1
⚠ CTR lemah.
Iklan kurang menarik perhatian audience.
Cadangan:
Tukar hook, thumbnail, headline atau opening video.