📈 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 3.30%
Avg CPC RM1.34
Avg Frequency 1.73
Avg Spend RM66.82
Trend Logs 61
🔥 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 4.03%
Avg CPC RM1.43
Avg Frequency 1.44
Avg Spend RM31.36
Trend Logs 113
🏆 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: Pakej Ogos 2026_2 Engagement campaign
Adset: Pakej Ogos 2026_2 Engagement ad set

Avg CTR 5.61%
Avg CPC RM1.44
Avg Frequency 1.13
Avg Spend RM10.04
Trend Logs 15
🏆 Strong winner signal detected. CTR sangat kuat dan CPC masih rendah. Cadangan: Monitor sehingga spend cukup stabil. Jika result masuk, scale +20% secara berperingkat.