AI WAR ROOM

LIVE AI COMMAND CENTER - Auto refresh 15s
Central Dashboard Ads Accounts Optimizer Logs Run Creative Brain Run Winner Heatmap
🧠 AI CEO PANEL

AI DECISION TODAY

SCALE

1

WATCH

1

PAUSE REVIEW

0

BUDGET MOVED TODAY

RM0.00

EXPECTED EXTRA LEADS

+15% hingga +20%
# AI Decision Account / Campaign Adset Budget Confidence Expected Impact Reason
#1 SCALE REVIEW Ezi2travel KL
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set No budget change 60.00%
Semak manual sebelum tambah budget AI Score: 80 Scoreboard Confidence: 80 Memory Confidence: 40 Memory Rank: WATCH Final Confidence: 60 Final Rank: WATCH CTR: 3.75% CPC: RM1.20 Frequency: 1.21 Spend: RM17.50 Learning History: SUCCESS 0, FAILED 1, NEUTRAL 0 CTR is strong. CPC is healthy. Frequency is still safe.
#2 WATCH Jom Umrah Hotel Dekat
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set No budget change 64.00%
Tunggu 24h learning tambahan AI Score: 77 Scoreboard Confidence: 77 Memory Confidence: 51 Memory Rank: WATCH Final Confidence: 64 Final Rank: WATCH CTR: 4.49% CPC: RM1.63 Frequency: 1.16 Spend: RM17.50 Learning History: SUCCESS 0, FAILED 0, NEUTRAL 1 CTR is strong. CPC is higher than ideal. Frequency is still safe.

💰 Budget Transfer History

Source: ai_budget_transfer_log
Belum ada budget transfer log.

🤖 Autonomous Mode Roadmap

Current Mode
SEMI AUTO / SAFETY MODE → AI cadang tindakan, scale ikut safety ladder dan cooldown.
Next Rule
FULL AUTO hanya dicadang bila confidence ≥ 85%, risk LOW, dan learning history stabil.
Protection
Block PENDING/LOGGED, allow EXECUTED selepas 24 jam, dan elak budget jump agresif.

📈 AI EXECUTIVE SUMMARY

TOP ACCOUNT

Jom Umrah Murah Bersama Ezi2travel

TOP HEALTH

83/100

BEST ADSET

New Rm7800 Engagement ad set_2

BEST SCORE

93

HIGHEST CTR

5.56%

TOTAL WINNERS

9

SCALE CANDIDATES

0
AI RECOMMENDATION
✅ Continue Monitoring
🎯 AI COMMAND CENTER

⚡ Action Now

Source: Priority Engine + Strategy Brain + Confidence Filter
Action Account / Campaign Adset Priority Confidence Reason
SCALE REVIEW Ezi2travel KL
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set
Strategy: WATCH | Risk: MEDIUM 		88.75 60.00%
AI Score: 80 Scoreboard Confidence: 80 Memory Confidence: 40 Memory Rank: WATCH Final Confidence: 60 Final Rank: WATCH CTR: 3.75% CPC: RM1.20 Frequency: 1.21 Spend: RM17.50 Learning History: SUCCESS 0, FAILED 1, NEUTRAL 0 CTR is strong. CPC is healthy. Frequency is still safe.
WATCH Jom Umrah Hotel Dekat
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set
Strategy: WATCH | Risk: MEDIUM 		75.05 64.00%
AI Score: 77 Scoreboard Confidence: 77 Memory Confidence: 51 Memory Rank: WATCH Final Confidence: 64 Final Rank: WATCH CTR: 4.49% CPC: RM1.63 Frequency: 1.16 Spend: RM17.50 Learning History: SUCCESS 0, FAILED 0, NEUTRAL 1 CTR is strong. CPC is higher than ideal. Frequency is still safe.

🧠 AI Confidence Overview

High ≥ 80 | Good 60-79 | Watch 40-59 | Low < 40

HIGH CONFIDENCE

0

GOOD

2

WATCH

0

LOW

0
Average AI Confidence
62.00% from 2 active learning rows.
📚 AI LEARNING HISTORY
Source: ai_memory_logs

SUCCESS

14

FAILED

10

NEUTRAL

9

SUCCESS RATE

42.42%
💰 AI MONEY FLOW & 🤖 AUTONOMOUS STATUS

💰 AI Money Flow

Source: ai_memory_logs

TODAY SPEND

RM14.34

WINNER SPEND

RM4.47

WATCH SPEND

RM8.84

WEAK / WASTED

RM1.03
Efficiency
92.82% spend berada pada Winner/Watch bucket hari ini.

🤖 AI Autonomous Status

Checks table freshness + engine files in same folder
Engine Status Source Last Run Note
Duplicate Engine ACTIVE ai_duplicate_history 2026-06-06 06:09:00 Updated within 24h
Pause Engine STALE ai_pause_history 2026-05-30 00:30:57 No update within 24h
Scale Engine STALE ai_scale_recommendations 2026-06-02 13:10:02 No update within 24h
Learning Engine ACTIVE ai_memory_logs 2026-06-06 01:02:28 Updated within 24h
Memory Confidence READY ai_memory_confidence - File and table detected
Priority Engine ACTIVE ai_priority_engine 2026-06-06 06:07:57 Updated within 24h
Strategy Brain ACTIVE ai_strategy_brain 2026-06-06 06:11:20 Updated within 24h
Execution Queue ACTIVE ai_execution_queue 2026-06-06 02:02:38 Updated within 24h

READY QUEUE

7

PROCESSING

0

EXECUTED TODAY

14

FAILED TODAY

0

EMERGENCY AUTO PAUSE

0

WINNERS TODAY

9
🧠 NEW AI ENGINE PANELS

🔥 Top Priority Today

Source: ai_priority_engine
Rank Account / Campaign Adset Priority Strategy Updated
#1 Ezi2travel KL
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set
AI priority candidate 		88.75
HIGH PRIORITY 		WATCH 2026-06-06 06:07:57
#2 Jom Umrah Hotel Dekat
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set
AI priority candidate 		75.05
HIGH PRIORITY 		WATCH 2026-06-06 06:07:57

🧠 AI Strategy Brain

Source: ai_strategy_brain
Account Risk Strategy Confidence Reason
Ezi2travel KL
Pakej Ogos 2026 Engagement campaign 		MEDIUM WATCH 80.00%
AI Score: 80 Scoreboard Confidence: 80 Memory Confidence: 40 Memory Rank: WATCH Final Confidence: 60 Final Rank: WATCH CTR: 3.75% CPC: RM1.20 Frequency: 1.21 Spend: RM17.50 Learning History: SUCCESS 0, FAILED 1, NEUTRAL 0 CTR is strong. CPC is healthy. Frequency is still safe.
Jom Umrah Hotel Dekat
Pakej Ogos 2026 Engagement campaign 		MEDIUM WATCH 77.00%
AI Score: 77 Scoreboard Confidence: 77 Memory Confidence: 51 Memory Rank: WATCH Final Confidence: 64 Final Rank: WATCH CTR: 4.49% CPC: RM1.63 Frequency: 1.16 Spend: RM17.50 Learning History: SUCCESS 0, FAILED 0, NEUTRAL 1 CTR is strong. CPC is higher than ideal. Frequency is still safe.

📊 AI Memory Leaderboard

Source: ai_memory_confidence
Account Adset Memory Status Updated
Ezi2travel KL Pakej Ogos 2026 Engagement ad set
 40.00%
WATCH -
Jom Umrah Hotel Dekat Pakej Ogos 2026 Engagement ad set
 51.00%
WATCH -

📊 AI Scale Queue / Recommendations

Source: ai_scale_recommendations
Status Account / Adset Budget Score Confidence Updated
LOGGED Jom Umrah Hotel Dekat
Pakej Ogos 2026 Engagement ad set 		RM50.00 → RM60.00 77/100 77% 2026-06-02 13:10:02
EXECUTED Ezi2travel KL
Pakej Ogos 2026 Engagement ad set 		RM50.00 → RM60.00 80/100 80% 2026-06-02 13:10:01
🚀 SCALE CANDIDATES
No scale candidates detected.
WINNER SCOREBOARD & PERFORMANCE HEATMAP

🏆 Top Winner Today

# Account Adset CTR CPC Score
#1 Ezi2travel
New Rm7800 Engagement campaign_2 		New Rm7800 Engagement ad set_2
STRONG WINNER 		5.56% RM 0.87 93/100
#2 Ezi2travel
New Rm7800 Engagement campaign_2 		New Rm7800 Engagement ad set_2
WINNER PAUSED 		6.37% RM 1.33 89/100
#3 Jom Umrah Hotel Dekat
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set
WINNER PAUSED 		4.49% RM 1.18 89/100
#4 Ezi2travel KL
Ogos 2026-2 Engagement campaign 		Ogos 2026-2 Engagement ad set
WINNER PAUSED 		2.66% RM 0.96 81/100
#5 Jom Umrah Murah Bersama Ezi2travel
Iklan Ogos 26 Engagement campaign 		Iklan Ogos 26 Engagement ad set
WINNER PAUSED 		5.13% RM 1.51 81/100
#6 Ezi2travel KL
Pakej Ogos 2026 Engagement campaign 		Pakej Ogos 2026 Engagement ad set
WINNER PAUSED 		3.75% RM 1.34 80/100
#7 Jom Umrah Ezi2travel
Pakej Ogos 2026_2 Engagement campaign 		PAkej Ogos 2026_2 Engagement ad set
WINNER 		4.09% RM 1.73 77/100
#8 Jom Umrah Hotel Dekat
Pakej Ogos 2026_2 Engagement campaign 		Pakej Ogos 2026_2 Engagement ad set
WINNER 		4.28% RM 1.74 77/100
#9 Jom Umrah Murah Bersama Ezi2travel
Pakej Ogos 2026_2 Engagement campaign 		Pakej Ogos 2026_2 Engagement ad set
WINNER 		3.54% RM 1.74 72/100

🔥 Account Performance Heatmap

Account Winner Weak Watch Health Risk
Jom Umrah Murah Bersama Ezi2travel
Winner: 1, Weak: 0, Watch: 1, Total Ads: 2 		1 0 1 83/100
LOW
Ezi2travel KL
Winner: 1, Weak: 0, Watch: 2, Total Ads: 3 		1 0 2 82/100
LOW
Jom Umrah Hotel Dekat
Winner: 0, Weak: 0, Watch: 2, Total Ads: 2 		0 0 2 81/100
LOW
Ezi2travel
Winner: 1, Weak: 0, Watch: 2, Total Ads: 3 		1 0 2 80/100
LOW
Jom Umrah Ezi2travel
Winner: 1, Weak: 0, Watch: 1, Total Ads: 2 		1 0 1 71/100
LOW
ACCOUNT STATUS PANEL
Account Status Campaign Health Meta Status Warning Updated
Panggilan Umrah
act_1025126279117011 		DISABLED 0 10/100
DISABLED
ADS_INTEGRITY_POLICY 		🚨 Account disabled/closed. AI learning paused. Disable reason: ADS_INTEGRITY_POLICY. 2026-06-06 02:02:45
Ezi2travel KL OLD
act_1397102501531402 		NO ACTIVE CAMPAIGN 0 40/100
ACTIVE
NONE 		⚪ No active campaign. AI learning paused for this account. 2026-06-06 02:02:42
Jom Umrah Ezi2travel
act_691747027361096 		IN GRACE PERIOD 3 60/100
IN_GRACE_PERIOD
NONE 		⚠️ Account in Grace Period. Ads delivery may stop soon. Please check billing. 2026-06-05 21:47:36
Ezi2travel
act_1024031368487648 		ACTIVE 16 90/100
ACTIVE
NONE 		Account healthy. Ads delivery looks normal. 2026-06-06 02:02:40
Ezi2travel KL
act_1701979667412965 		ACTIVE 2 90/100
ACTIVE
NONE 		Account healthy. Ads delivery looks normal. 2026-06-06 02:02:41
Jom Umrah Hotel Dekat
act_1275680437419046 		ACTIVE 3 90/100
ACTIVE
NONE 		Account healthy. Ads delivery looks normal. 2026-06-06 02:02:43
Jom Umrah Murah Bersama Ezi2travel
act_1456565729181102 		ACTIVE 2 90/100
ACTIVE
NONE 		Account healthy. Ads delivery looks normal. 2026-06-06 02:02:44
Suhaimi Bin Shaari
act_1192910707782053 		ACTIVE 24 90/100
ACTIVE
NONE 		Account healthy. Ads delivery looks normal. 2026-06-06 02:02:46
AI CREATIVE RECOMMENDATIONS
LOW_CTR

Pakej Ogos 2026 Engagement ad set

Score: 24/100 | Confidence: 78% | 2026-06-06 06:11:23
Suggested Hook
“Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.”
Suggested Copywriting
HOOK: “Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.” BODY: Ramai jemaah risau bila memilih pakej Umrah — takut hotel jauh, perjalanan tidak tersusun, atau susah untuk warga emas. Dengan Ezi2Travel, Haji/Hajjah boleh pilih pakej yang lebih selesa: ✅ Hotel dekat ✅ Perjalanan tersusun ✅ Team berpengalaman ✅ Sesuai untuk keluarga dan warga emas CTA: Tekan WhatsApp untuk semak tarikh pakej yang masih tersedia.
Suggested Audience
Cadangan Audience: 1. Umrah, Haji, Muslim Travel 2. Umur 35-60 3. Anak yang merancang Umrah untuk ibu ayah 4. Negeri: Kedah, Penang, Perak, Selangor 5. Exclude audience yang sudah engage 30 hari jika frequency naik
Poster / Video Direction
Cadangan Visual: Visual kalendar tarikh, hotel, flight dan muka staff menerangkan. Format: - Video 20-30 saat - Text opening besar - Subtitle jelas - 3 point sahaja - CTA WhatsApp di akhir video
CTA
Tekan WhatsApp untuk semak pakej Umrah Ezi2Travel.
Recovery Plan
Recovery Plan: 1. Tukar hook 3 saat pertama. 2. Guna angle lebih emosi. 3. Kurangkan text pada poster. 4. Test 2 creative baru dalam 24 jam. 5. Pantau CTR selepas spend RM10-RM20. Rujukan Winner: - Account: Ezi2travel - Adset: New Rm7800 Engagement ad set_2 - CTR: 6.38% - CPC: RM1.24 - Score: 89/100 AI Note: Gunakan prinsip winner ini, tetapi jangan copy 100%. Tukar angle supaya nampak fresh.
LOW_CTR

Pakej Ogos 2026 Engagement ad set

Score: 49/100 | Confidence: 78% | 2026-06-06 06:11:22
Suggested Hook
“Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.”
Suggested Copywriting
HOOK: “Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.” BODY: Ramai jemaah risau bila memilih pakej Umrah — takut hotel jauh, perjalanan tidak tersusun, atau susah untuk warga emas. Dengan Ezi2Travel, Haji/Hajjah boleh pilih pakej yang lebih selesa: ✅ Hotel dekat ✅ Perjalanan tersusun ✅ Team berpengalaman ✅ Sesuai untuk keluarga dan warga emas CTA: Tekan WhatsApp untuk semak tarikh pakej yang masih tersedia.
Suggested Audience
Cadangan Audience: 1. Umrah, Haji, Muslim Travel 2. Umur 35-60 3. Anak yang merancang Umrah untuk ibu ayah 4. Negeri: Kedah, Penang, Perak, Selangor 5. Exclude audience yang sudah engage 30 hari jika frequency naik
Poster / Video Direction
Cadangan Visual: Visual kalendar tarikh, hotel, flight dan muka staff menerangkan. Format: - Video 20-30 saat - Text opening besar - Subtitle jelas - 3 point sahaja - CTA WhatsApp di akhir video
CTA
Tekan WhatsApp untuk semak pakej Umrah Ezi2Travel.
Recovery Plan
Recovery Plan: 1. Tukar hook 3 saat pertama. 2. Guna angle lebih emosi. 3. Kurangkan text pada poster. 4. Test 2 creative baru dalam 24 jam. 5. Pantau CTR selepas spend RM10-RM20. Rujukan Winner: - Account: Ezi2travel - Adset: New Rm7800 Engagement ad set_2 - CTR: 6.38% - CPC: RM1.24 - Score: 89/100 AI Note: Gunakan prinsip winner ini, tetapi jangan copy 100%. Tukar angle supaya nampak fresh.
LOW_CTR

Pakej Ogos 2026 Engagement ad set

Score: 24/100 | Confidence: 78% | 2026-06-05 13:04:29
Suggested Hook
“Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.”
Suggested Copywriting
HOOK: “Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.” BODY: Ramai jemaah risau bila memilih pakej Umrah — takut hotel jauh, perjalanan tidak tersusun, atau susah untuk warga emas. Dengan Ezi2Travel, Haji/Hajjah boleh pilih pakej yang lebih selesa: ✅ Hotel dekat ✅ Perjalanan tersusun ✅ Team berpengalaman ✅ Sesuai untuk keluarga dan warga emas CTA: Tekan WhatsApp untuk semak tarikh pakej yang masih tersedia.
Suggested Audience
Cadangan Audience: 1. Umrah, Haji, Muslim Travel 2. Umur 35-60 3. Anak yang merancang Umrah untuk ibu ayah 4. Negeri: Kedah, Penang, Perak, Selangor 5. Exclude audience yang sudah engage 30 hari jika frequency naik
Poster / Video Direction
Cadangan Visual: Visual kalendar tarikh, hotel, flight dan muka staff menerangkan. Format: - Video 20-30 saat - Text opening besar - Subtitle jelas - 3 point sahaja - CTA WhatsApp di akhir video
CTA
Tekan WhatsApp untuk semak pakej Umrah Ezi2Travel.
Recovery Plan
Recovery Plan: 1. Tukar hook 3 saat pertama. 2. Guna angle lebih emosi. 3. Kurangkan text pada poster. 4. Test 2 creative baru dalam 24 jam. 5. Pantau CTR selepas spend RM10-RM20. Rujukan Winner: - Account: Ezi2travel - Adset: New Rm7800 Engagement ad set_2 - CTR: 6.38% - CPC: RM1.24 - Score: 89/100 AI Note: Gunakan prinsip winner ini, tetapi jangan copy 100%. Tukar angle supaya nampak fresh.
LOW_CTR

Pakej Ogos 2026 Engagement ad set

Score: 49/100 | Confidence: 78% | 2026-06-05 13:04:28
Suggested Hook
“Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.”
Suggested Copywriting
HOOK: “Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.” BODY: Ramai jemaah risau bila memilih pakej Umrah — takut hotel jauh, perjalanan tidak tersusun, atau susah untuk warga emas. Dengan Ezi2Travel, Haji/Hajjah boleh pilih pakej yang lebih selesa: ✅ Hotel dekat ✅ Perjalanan tersusun ✅ Team berpengalaman ✅ Sesuai untuk keluarga dan warga emas CTA: Tekan WhatsApp untuk semak tarikh pakej yang masih tersedia.
Suggested Audience
Cadangan Audience: 1. Umrah, Haji, Muslim Travel 2. Umur 35-60 3. Anak yang merancang Umrah untuk ibu ayah 4. Negeri: Kedah, Penang, Perak, Selangor 5. Exclude audience yang sudah engage 30 hari jika frequency naik
Poster / Video Direction
Cadangan Visual: Visual kalendar tarikh, hotel, flight dan muka staff menerangkan. Format: - Video 20-30 saat - Text opening besar - Subtitle jelas - 3 point sahaja - CTA WhatsApp di akhir video
CTA
Tekan WhatsApp untuk semak pakej Umrah Ezi2Travel.
Recovery Plan
Recovery Plan: 1. Tukar hook 3 saat pertama. 2. Guna angle lebih emosi. 3. Kurangkan text pada poster. 4. Test 2 creative baru dalam 24 jam. 5. Pantau CTR selepas spend RM10-RM20. Rujukan Winner: - Account: Ezi2travel - Adset: New Rm7800 Engagement ad set_2 - CTR: 6.38% - CPC: RM1.24 - Score: 89/100 AI Note: Gunakan prinsip winner ini, tetapi jangan copy 100%. Tukar angle supaya nampak fresh.
LIVE AI FEED
AI ADS STRATEGY - KEEP_MONITORING INFO
KEEP MONITORING AI detect performance stabil tetapi belum cukup kuat untuk scale. Metrics: CTR: 1.74% CPC: RM 0.13 Frequency: 1.04 Spend: RM 8.84 AI Score: 60/100 Trend: NORMAL (0/100) Fatigue: NORMAL (0/100) Suggested Action: Terus monitor. Jika CTR naik atau CPC kekal rendah, boleh masuk scale watch.
2026-06-06 06:16:46
AI AUTO DECISION - AUTO_SCALE_WATCH SUCCESS
AI detect scale watch opportunity. CTR: 3.5% CPC: RM 1.08 Frequency: 1.17 Spend: RM 17.3 Decision: Queue WATCH dahulu sebelum scale.
2026-06-06 06:11:40
AI AUTO DECISION - AUTO_DUPLICATE_WINNER SUCCESS
AI detect strong winner. CTR: 5.56% CPC: RM 0.87 Frequency: 1.33 Spend: RM 20.93 AI Score: 95/100 Decision: Queue DUPLICATE winner.
2026-06-06 06:11:39
AI AUTO DECISION - AUTO_SCALE_WATCH SUCCESS
AI detect scale watch opportunity. CTR: 3.94% CPC: RM 1.17 Frequency: 1.31 Spend: RM 21 Decision: Queue WATCH dahulu sebelum scale.
2026-06-06 06:11:39
AI CREATIVE BRAIN - LOW_CTR WARNING
Problem: LOW_CTR Action: CHANGE_HOOK Adset: Pakej Ogos 2026 Engagement ad set CTR: 0.59% CPC: RM6.91 Frequency: 1.32 Spend: RM13.82 Suggested Hook: “Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.” Suggested Action: Recovery Plan: 1. Tukar hook 3 saat pertama. 2. Guna angle lebih emosi. 3. Kurangkan text pada poster. 4. Test 2 creative baru dalam 24 jam. 5. Pantau CTR selepas spend RM10-RM20. Rujukan Winner: - Account: Ezi2travel - Adset: New Rm7800 Engagement ad set_2 - CTR: 6.38% - CPC: RM1.24 - Score: 89/100 AI Note: Gunakan prinsip winner ini, tetapi jangan copy 100%. Tukar angle supaya nampak fresh.
2026-06-06 06:11:23
AI CREATIVE BRAIN - LOW_CTR WARNING
Problem: LOW_CTR Action: CHANGE_HOOK Adset: Pakej Ogos 2026 Engagement ad set CTR: 0.97% CPC: RM0.08 Frequency: 1.67 Spend: RM18.86 Suggested Hook: “Pakej Umrah bulan ini sesuai untuk yang nak rancang awal bersama keluarga.” Suggested Action: Recovery Plan: 1. Tukar hook 3 saat pertama. 2. Guna angle lebih emosi. 3. Kurangkan text pada poster. 4. Test 2 creative baru dalam 24 jam. 5. Pantau CTR selepas spend RM10-RM20. Rujukan Winner: - Account: Ezi2travel - Adset: New Rm7800 Engagement ad set_2 - CTR: 6.38% - CPC: RM1.24 - Score: 89/100 AI Note: Gunakan prinsip winner ini, tetapi jangan copy 100%. Tukar angle supaya nampak fresh.
2026-06-06 06:11:22
🧬 AI STRATEGY ENGINE COMPLETED INFO
2026-06-06 06:10:39
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Jom Umrah Hotel Dekat (act_1275680437419046) Weak Adset: Pakej Ogos 2026 Engagement ad set Weak Metrics: CTR: 1.32% CPC: RM 0.42 Frequency: 1.45 Spend: RM 10.47 AI Score: 62/100 Learn From Winner: Ezi2travel (act_1024031368487648) Winner Adset: New Rm7800 Engagement ad set_2 Winner Metrics: CTR: 5.56% CPC: RM 0.87 Frequency: 1.33 Spend: RM 20.93 AI Score: 92/100 Confidence: 95% Recommended Hook: Pakej Umrah nilai terbaik dengan perjalanan tersusun dan selesa. Recommended Audience: Broad Muslim 30-60, value seekers, family decision makers, Umrah interest, Saudi Arabia travel. Recommended Creative: Poster/video fokus value pakej, harga jelas, 3 benefit utama, wajah staff bercakap + visual Kaabah. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:09:01
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:09:00
📨 TELEGRAM SENT INFO
2026-06-06 06:09:00
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Ezi2travel KL (act_1701979667412965) Weak Adset: Ogos 2026-2 Engagement ad set Weak Metrics: CTR: 1.57% CPC: RM 0.99 Frequency: 1.34 Spend: RM 20.7 AI Score: 60/100 Learn From Winner: Ezi2travel (act_1024031368487648) Winner Adset: New Rm7800 Engagement ad set_2 Winner Metrics: CTR: 5.56% CPC: RM 0.87 Frequency: 1.33 Spend: RM 20.93 AI Score: 92/100 Confidence: 95% Recommended Hook: Pakej Umrah nilai terbaik dengan perjalanan tersusun dan selesa. Recommended Audience: Broad Muslim 30-60, value seekers, family decision makers, Umrah interest, Saudi Arabia travel. Recommended Creative: Poster/video fokus value pakej, harga jelas, 3 benefit utama, wajah staff bercakap + visual Kaabah. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:09:00
🔥 DUPLICATE CREATED INFO
2026-06-06 06:09:00
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Ezi2travel (act_1024031368487648) Weak Adset: Pakej Ogos 2026_R2 Engagement ad set Weak Metrics: CTR: 1.74% CPC: RM 0.13 Frequency: 1.04 Spend: RM 8.84 AI Score: 58/100 Learn From Winner: Ezi2travel (act_1024031368487648) Winner Adset: New Rm7800 Engagement ad set_2 Winner Metrics: CTR: 5.56% CPC: RM 0.87 Frequency: 1.33 Spend: RM 20.93 AI Score: 92/100 Confidence: 95% Recommended Hook: Pakej Umrah nilai terbaik dengan perjalanan tersusun dan selesa. Recommended Audience: Broad Muslim 30-60, value seekers, family decision makers, Umrah interest, Saudi Arabia travel. Recommended Creative: Poster/video fokus value pakej, harga jelas, 3 benefit utama, wajah staff bercakap + visual Kaabah. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:08:59
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Ezi2travel (act_1024031368487648) Weak Adset: Pakej Ogos 2026 Engagement ad set Weak Metrics: CTR: 0.97% CPC: RM 0.08 Frequency: 1.67 Spend: RM 18.86 AI Score: 54/100 Learn From Winner: Ezi2travel (act_1024031368487648) Winner Adset: New Rm7800 Engagement ad set_2 Winner Metrics: CTR: 5.56% CPC: RM 0.87 Frequency: 1.33 Spend: RM 20.93 AI Score: 92/100 Confidence: 95% Recommended Hook: Pakej Umrah nilai terbaik dengan perjalanan tersusun dan selesa. Recommended Audience: Broad Muslim 30-60, value seekers, family decision makers, Umrah interest, Saudi Arabia travel. Recommended Creative: Poster/video fokus value pakej, harga jelas, 3 benefit utama, wajah staff bercakap + visual Kaabah. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:08:59
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Jom Umrah Ezi2travel (act_691747027361096) Weak Adset: Pakej Ogos 2026 Engagement ad set Weak Metrics: CTR: 0.59% CPC: RM 6.91 Frequency: 1.32 Spend: RM 13.82 AI Score: 24/100 Learn From Winner: Ezi2travel (act_1024031368487648) Winner Adset: New Rm7800 Engagement ad set_2 Winner Metrics: CTR: 5.56% CPC: RM 0.87 Frequency: 1.33 Spend: RM 20.93 AI Score: 92/100 Confidence: 95% Recommended Hook: Pakej Umrah nilai terbaik dengan perjalanan tersusun dan selesa. Recommended Audience: Broad Muslim 30-60, value seekers, family decision makers, Umrah interest, Saudi Arabia travel. Recommended Creative: Poster/video fokus value pakej, harga jelas, 3 benefit utama, wajah staff bercakap + visual Kaabah. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:08:58
🧠 CHECKING DUPLICATE CANDIDATE INFO
2026-06-06 06:08:56
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:08:56
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:08:56
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:02:00
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:02:00
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:02:00
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:01:43
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:01:43
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:01:43
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:01:26
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:01:26
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:01:26
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:01:08
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:01:08
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:01:08
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:00:48
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:00:48
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:00:48
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:00:31
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:00:31
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:00:31
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Jom Umrah Hotel Dekat (act_1275680437419046) Weak Adset: Pakej Ogos 2026 Engagement ad set Weak Metrics: CTR: 1.32% CPC: RM 0.42 Frequency: 1.45 Spend: RM 10.47 AI Score: 62/100 Learn From Winner: Ezi2travel KL (act_1701979667412965) Winner Adset: Pakej Ogos 2026_2 Engagement ad set Winner Metrics: CTR: 25% CPC: RM 0.23 Frequency: 1 Spend: RM 0.23 AI Score: 90/100 Confidence: 80% Recommended Hook: Pakej Umrah Ogos 2026 sesuai untuk keluarga dan warga emas. Recommended Audience: Umrah, Haji, Muslim Travel, Islamic content engagement, umur 35-60, Kedah, Penang, Perak, Selangor. Recommended Creative: Video staff bercakap 20-30 saat, overlay visual Kaabah, hotel, jemaah, subtitle jelas dan CTA WhatsApp. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:00:07
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Ezi2travel KL (act_1701979667412965) Weak Adset: Ogos 2026-2 Engagement ad set Weak Metrics: CTR: 1.57% CPC: RM 0.99 Frequency: 1.34 Spend: RM 20.7 AI Score: 60/100 Learn From Winner: Ezi2travel KL (act_1701979667412965) Winner Adset: Pakej Ogos 2026_2 Engagement ad set Winner Metrics: CTR: 25% CPC: RM 0.23 Frequency: 1 Spend: RM 0.23 AI Score: 90/100 Confidence: 80% Recommended Hook: Pakej Umrah Ogos 2026 sesuai untuk keluarga dan warga emas. Recommended Audience: Umrah, Haji, Muslim Travel, Islamic content engagement, umur 35-60, Kedah, Penang, Perak, Selangor. Recommended Creative: Video staff bercakap 20-30 saat, overlay visual Kaabah, hotel, jemaah, subtitle jelas dan CTA WhatsApp. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:00:06
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 06:00:06
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 06:00:06
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 06:00:06
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Ezi2travel (act_1024031368487648) Weak Adset: Pakej Ogos 2026_R2 Engagement ad set Weak Metrics: CTR: 1.57% CPC: RM 0.14 Frequency: 1.05 Spend: RM 8.32 AI Score: 58/100 Learn From Winner: Ezi2travel KL (act_1701979667412965) Winner Adset: Pakej Ogos 2026_2 Engagement ad set Winner Metrics: CTR: 25% CPC: RM 0.23 Frequency: 1 Spend: RM 0.23 AI Score: 90/100 Confidence: 80% Recommended Hook: Pakej Umrah Ogos 2026 sesuai untuk keluarga dan warga emas. Recommended Audience: Umrah, Haji, Muslim Travel, Islamic content engagement, umur 35-60, Kedah, Penang, Perak, Selangor. Recommended Creative: Video staff bercakap 20-30 saat, overlay visual Kaabah, hotel, jemaah, subtitle jelas dan CTA WhatsApp. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:00:05
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Ezi2travel (act_1024031368487648) Weak Adset: Pakej Ogos 2026 Engagement ad set Weak Metrics: CTR: 0.97% CPC: RM 0.08 Frequency: 1.67 Spend: RM 18.86 AI Score: 54/100 Learn From Winner: Ezi2travel KL (act_1701979667412965) Winner Adset: Pakej Ogos 2026_2 Engagement ad set Winner Metrics: CTR: 25% CPC: RM 0.23 Frequency: 1 Spend: RM 0.23 AI Score: 90/100 Confidence: 80% Recommended Hook: Pakej Umrah Ogos 2026 sesuai untuk keluarga dan warga emas. Recommended Audience: Umrah, Haji, Muslim Travel, Islamic content engagement, umur 35-60, Kedah, Penang, Perak, Selangor. Recommended Creative: Video staff bercakap 20-30 saat, overlay visual Kaabah, hotel, jemaah, subtitle jelas dan CTA WhatsApp. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:00:05
AI CROSS ACCOUNT LEARNING SUCCESS
AI CROSS ACCOUNT LEARNING Weak Account: Jom Umrah Ezi2travel (act_691747027361096) Weak Adset: Pakej Ogos 2026 Engagement ad set Weak Metrics: CTR: 0.59% CPC: RM 6.91 Frequency: 1.32 Spend: RM 13.82 AI Score: 24/100 Learn From Winner: Ezi2travel KL (act_1701979667412965) Winner Adset: Pakej Ogos 2026_2 Engagement ad set Winner Metrics: CTR: 25% CPC: RM 0.23 Frequency: 1 Spend: RM 0.23 AI Score: 90/100 Confidence: 80% Recommended Hook: Pakej Umrah Ogos 2026 sesuai untuk keluarga dan warga emas. Recommended Audience: Umrah, Haji, Muslim Travel, Islamic content engagement, umur 35-60, Kedah, Penang, Perak, Selangor. Recommended Creative: Video staff bercakap 20-30 saat, overlay visual Kaabah, hotel, jemaah, subtitle jelas dan CTA WhatsApp. Recommended CTA: Tekan WhatsApp sekarang untuk semak tarikh, harga dan kekosongan pakej Umrah.
2026-06-06 06:00:03
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 05:31:47
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 05:31:47
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 05:31:47
✅ AUTO EXECUTOR COMPLETED INFO
2026-06-06 05:31:30
🔍 DUPLICATE CANDIDATES SCANNED INFO
2026-06-06 05:31:30
🤖 AUTO EXECUTOR STARTED INFO
2026-06-06 05:31:30