ROI Protection Gate is throttling all 13 campaigns
Combined budget cap: MYR 1,825/day · Actual daily spend: MYR 356/day (19.5%) · 13 campaigns — too fragmented. Root fix: lower ROI targets + consolidate to 4 campaigns.
✅ Plan A deployed Mar 24
Phase 2 consolidation: May 1
Phase 2 consolidation: May 1
91 days
MYR 236K
Total Shop GMV
MYR 2,595/day avg
+Organic
13,246
Total Orders
145.6 orders/day avg
5.43x
MYR 176K
Ad-Attributed GMV
MYR 32,432 ad spend
LIVE
MYR 47.8K
LIVE Session GMV
412 sessions · 20.2% of total
Target
MYR 10K
Daily Revenue Target
Current: MYR 2,595 · Gap: 3.85x
Daily Shop GMV Trend
Dec 24, 2025 – Mar 23, 2026 · MYR
Revenue Channel Mix
3-month split
Paid Ads (GMV Max)74.6% — MYR 176,183
LIVE Selling20.2% — MYR 47,780
Organic~5.2% — MYR 12,210
All 13 Campaign Status — As of March 24, 2026
Live ROI targets reflect today's updates. Budget utilization based on 91-day historical spend vs cap.
| Campaign | Budget Cap | ROI Target (Live) | 3M Actual ROI | Daily Spend | Utilization | Cost/Order | Status | Next Action |
|---|---|---|---|---|---|---|---|---|
Group 4 Maths & Science Worksheet (120D) | MYR 600 | ~4.5x est. | 6.30x | MYR 136/day | 22.7% | MYR 2.10 | 🔥 Star | Apr 1: Lower ROI → 4.5x, raise cap to MYR 800 |
Group 9 ⭐ UPDATED 380 Hari Matematik (Isolated) | MYR 800 | 7.70x ✅ | 13.36x | MYR 8/day | ~1% | MYR 2.29 | ⭐ Superstar | ✅ Correct isolation. Allow 7–14 days. Do NOT touch. |
Group 3 English Sentence Building (Bina Ayat) | MYR 150 | ~6.5x est. | 7.82x | MYR 15/day | 9.9% | MYR 2.90 | 🚀 Underscaled | Mar 28: ROI → 5.5x · Apr 10: cap → MYR 400 |
Group 10 Reading Skills (Tahun 3 Bina Ayat) | MYR 100 | ~6.0x est. | 7.75x | MYR 20/day | 20.4% | MYR 4.11 | 🚀 Underscaled | Mar 28: ROI → 5.5x · Apr 10: cap → MYR 350 |
Group 2 Tamil Letters (Uyirmei) | MYR 100 | ~4.5x est. | 5.18x | MYR 36/day | 36.1% | MYR 3.80 | ✅ Good | Apr 1: ROI → 4.0x · Cap → MYR 150 |
Group 1 Murugan Devotional + Coloring | MYR 250 | ~4.8x est. | 5.51x | MYR 17/day | 7.0% | MYR 2.07 | ✅ Good | Apr 1: ROI → 4.0x · Keep cap MYR 250 |
Group 6 ✏️ UPDATED English Reading (30-Day Program) | MYR 100 | 4.40x ✅ | 4.71x | MYR 25/day | 25.5% | MYR 3.09 | ⚡ Monitor | Mar 27: Check spend. Apr 5: Consider 4.0x if still throttled |
Group 8 ✏️ UPDATED Amman / Murugan Coloring Books | MYR 100 | 4.40x ✅ | 4.67x | MYR 23/day | 23.1% | MYR 2.62 | ⚡ Monitor | Mar 27: Check spend. Apr 5: Consider 4.0x if still throttled |
Group 5 ✏️ UPDATED Bina Ayat (Malay Sentences) | MYR 100 | 3.80x ✅ | 4.09x | MYR 18/day | 18.3% | MYR 5.73 | ⚡ High CPA | Mar 27: Check utilization. Add new creatives. |
Group 11 ✏️ UPDATED Reading Module (Bacaan) | MYR 35 | 4.00x ✅ | 3.97x | MYR 9/day | 42.8% | MYR 2.60 | 📊 Test | Watch 7 days. If ROI <3.5x → fold into Growth Cluster May 1 |
Group 13 🆕 NEW Set Kombo + 4 New Math Worksheets | MYR 800 | 4.70x ✅ | New — no data | ~MYR 5/day est. | ~1% | TBD | 🔬 Learning | Allow 7–14 days cold start. Apr 7: Review. Scale if ROI >4x. |
Group 7 Tamil Mantra / Devotional Books | MYR 150 | ~3.5x est. | 3.25x | MYR 40/day | 26.6% | MYR 4.54 | ⚠️ Marginal | Apr 1: Reduce cap MYR 50. If <4x by Apr 14 → pause. |
Group 12 🚫 PAUSED Colouring Worksheet (Low ROI) | PAUSED | 1.94x | MYR 0 | PAUSED | — | 🚨 Paused | ✅ Correctly paused. MYR 80/day freed. Do not reactivate. |
Exact Implementation Timeline — Starting March 24, 2026
Date-by-date playbook. Phase 1 = ROI unlocking (now). Phase 2 = Consolidation (May 1). Phase 3 = Scale (June+).
✅ March 24, 2026 (Today — Done)
Plan A Deployed + Account Restructured
All ROI target changes applied. Group 9 isolated to 380 Hari (7.70x). Group 13 created with Set Kombo + 4 new products (4.70x, MYR 800). Group 12 paused. Budget freed: MYR 80/day.
Group 5 → 3.80xGroup 6 → 4.40xGroup 8 → 4.40xGroup 11 → 4.00x / MYR 35Group 9 → 7.70x / MYR 800Group 12 PausedGroup 13 Created
🔵 March 27, 2026 (Day 4) — FIRST CHECK
Monitor Groups 5, 6, 8, 11 Spend Rate
Check TikTok Ads Manager: have utilization rates improved? Expected: Groups 6 and 8 should start spending 30–40% of cap. Also check Group 9 and 13 for first conversions.
IF Groups 5/6/8 still <20% → lower further to 3.8x / 4.0x
⚡ March 28, 2026 (Day 5) — GROUP 3 & 10 UNLOCK
Lower ROI Targets: Group 3 + Group 10
Highest actual ROI (7.82x and 7.75x) but extremely throttled (9.9% and 20.4%). This is the highest-leverage action.
Group 3: ROI → 5.5xGroup 10: ROI → 5.5xStep: max 0.5–1.0x at a time
⚡ April 1, 2026 (Day 9) — GROUPS 1, 2, 4 UNLOCK
Adjust Remaining Mid-Tier Campaigns
By now Groups 3+10 should show improved spend. Adjust remaining groups and raise budget caps.
Group 1: ROI → 4.0x (keep MYR 250)Group 2: ROI → 4.0x · cap → MYR 150Group 4: ROI → 4.5x · cap → MYR 800Group 7: reduce cap → MYR 50
⚡ April 5–7, 2026 (Days 12–14) — LEARNING EXIT CHECK
Learning Phase Checkpoint (40-Conversion Rule)
Campaigns with 40+ conversions since ROI changes should exit TikTok's learning phase. Check Groups 13 and 9 specifically.
Expected: Group 4 exits learningMonitor Group 13 first conversions
⚡ April 10, 2026 (Day 17) — BUDGET CAP RAISES
Scale Budget Caps on Improved Campaigns
If Groups 3+10 spending 40%+ of cap, raise caps. Never raise more than 30% in a single step.
Group 3: cap → MYR 400Group 10: cap → MYR 350Group 7: if ROI <4x → PAUSE
⚡ April 14–21 (Days 21–28) — PHASE 1 COMPLETE
All ROI Targets Calibrated — Stability Period
Plan A fully executed. Est. daily ad spend: MYR 800–1,200/day (vs MYR 356). Est. daily revenue: MYR 4,000–6,000.
NO MORE changes for 14 days — let algorithm stabilize
⬜ April 14–30 — FREEZE PERIOD
2-Week Stability Window — Observe Only
No ROI or budget changes. Let campaigns exit learning fully. Collect data for Phase 2. Produce new video creatives.
⬜ May 1 (Day 38) — HERO CORE LAUNCH
Merge Groups 3 + 10 → "Hero Core Campaign"
Groups 3+10 share similar audience. Combined budget MYR 750. Pools conversion data → algorithm learns 2x faster.
New: Groups 3+10 · MYR 750 · ROI 5.0x
⬜ May 8 (Day 45) — HERO CORE CHECKPOINT
Evaluate Hero Core · Add Group 1
If Hero Core spending 40%+ at target ROI, add Group 1. Launch Growth Cluster with Groups 2+6.
Add Group 1 to Hero CoreGrowth Cluster = Groups 2+6 · MYR 400 · ROI 4.2x
⬜ May 15 (Day 52) — GROWTH CLUSTER EXPANDS
Add Groups 5, 8 into Growth Cluster
Groups with ROI above 4x get folded in. Group 13 stays standalone (Innovation Lab). Group 11: fold or pause.
Growth Cluster: Groups 2+5+6+8 · MYR 600 · ROI 4.0x
⬜ May 22 (Day 59) — FULL ARCHITECTURE REVIEW
Group 4 Decision + Add to Growth Cluster
Group 4 has most data (5,921 orders). Add to Growth Cluster — data density helps algorithm across all products.
Growth Cluster gains Group 4 → MYR 1,200 · ROI 4.0x
⬜ June 1 (Day 69) — 4-CAMPAIGN FINAL
✅ Full Architecture Live
All 4 campaigns active. Total budget MYR 2,550/day. Projected utilization 55–70%: MYR 1,400–1,785 spend. At 5x ROAS: MYR 7,000–8,900/day revenue.
⭐ Superstar: Grp 9 · MYR 800 · 7.70x🏆 Hero Core: Grps 3+10+1 · MYR 700 · 5.0x📈 Growth: Grps 2+4+5+6+8 · MYR 1,200 · 4.0x🔬 Innovation: Grp 13 · MYR 400 · 4.5x
⬜ June 7–14 (Days 75–82) — FIRST SCALE
Raise Budgets 20–30% per Step
If all 4 campaigns stable at 55%+ utilization for 5+ days, increase each budget 20–30%. Wait 5 days between increases.
Growth: MYR 1,200 → MYR 1,560Hero Core: MYR 700 → MYR 910
⬜ June 21–30 (Days 89–98) — MYR 10K TARGET
🎯 MYR 10,000/Day Revenue Target
4-campaign structure at 60% utilization, combined cap MYR 3,500+, daily spend MYR 2,100. At 5x ROAS = MYR 10,500/day.
🏁 MYR 10K/day = 3.85x current · achievable by late June
Algorithm Verdict — Divide & Rule vs Group & Gain
Based on TikTok official docs, GMV Max algorithm mechanics, and industry practitioner frameworks.
TikTok GMV Max Algorithm: The Evidence-Based Verdict
Sources: TikTok Academy · TikTok for Business GMV Max One-Sheet 2025 · FeedForce Agency · Signalytics Case Studies
Strategy A
⚔️ Divide & Rule
✅Product-level ROI control
✅Isolated learning per product
✅Superstar isolation (Grp 9) — CORRECT
❌13 campaigns = fragmented signals
❌Each needs 40 conversions to exit learning
❌Budget below 10×AOV minimum
🏆 WINNER
Strategic Consolidation
Strategic Consolidation
Neither pure strategy wins.
Hybrid 4-Campaign is optimal.
Hybrid 4-Campaign is optimal.
Strategy B
🤝 Group & Gain
✅Pools signals → faster learning
✅TikTok reports 30% GMV uplift
✅Budget density improves gate unlocking
❌Algorithm picks 1–2 best SKUs, ignores rest
❌Cannot set different ROI per product
❌High ROI subsidises low ROI
📌 Final Answer: Divide by ROI tier. Consolidate within each tier.
Your 13-campaign structure is over-fragmented — each campaign averages MYR 140/day cap, below TikTok's minimum 10×AOV = MYR 178/day. Signal dilution prevents efficient learning. BUT pure consolidation lets the algorithm ignore weak SKUs. Solution: 4 campaigns by ROI tier. Group 9 isolation (380 Hari at 7.70x) is textbook correct. Merge the rest into 3 tiers.
Target: 4-Campaign Architecture (Live May 1 → June 1)
Consolidate from 13 to 4 tiers. Execute over 5 weeks post-Phase 1 stability.
⭐ Campaign A
Superstar Isolation
Group 9
Product380 Hari Matematik
Budget CapMYR 800/day
ROI Target7.70x
Actual ROI13.36x
Headroom+5.66x above target
✅ Already correct. Keep isolated. High-margin hero product deserves its own data environment.
🏆 Campaign B
Hero Core
Group 3Group 10Group 1
Budget CapMYR 700/day
ROI Target5.0x
Blended ROI7.03x
Launch DateMay 1, 2026
Est. RevenueMYR 1,750–3,500/day
Primary signal pooling play. Groups 3+10 share the same audience. Group 1 adds Tamil segment signal.
📈 Campaign C
Growth Cluster
Grp 2Grp 4Grp 5Grp 6Grp 8
Budget CapMYR 1,200/day
ROI Target4.0x
Launch DateMay 15–22, 2026
Est. RevenueMYR 2,800–5,000/day
Key DriverGroup 4 (5,921 orders)
Group 4's massive conversion history anchors this cluster. 70% of budget flows naturally to best performers.
🔬 Campaign D
Innovation Lab
Group 13
Products5 new/test SKUs
Budget CapMYR 400/day
ROI Target4.50x
StatusActive now (learning)
Graduate Rule>4x for 14 days → Growth
New products prove themselves here before entering Growth Cluster. Protects Growth Cluster algorithm.
Video Hook & Style Guide — By Campaign Group
Based on 2,964 creatives analyzed. Ranked by 2-sec view rate × ROI.
Affiliate Performance Leaderboard
ACCOUNTORDERSREVENUEROIHOOK RATE
1
S H Y A L A
Affiliate · Worksheets
2,369
MYR 31,932
7.06x
26.3%
2
AR TECH EDUKITS
Own Account
4,982
MYR 78,600
4.12x
14.8%
3
Fatin Natasya Mukhtar
Affiliate · Worksheets
110
MYR 1,437
13.48x
31.6%
4
kayathri
Affiliate · Tamil/Mantra
107
MYR 1,249
19.52x
20.0%
5
Puteri Najihah
Affiliate · Worksheets
821
MYR 9,405
3.93x
19.2%
6
kaushalya.life
Affiliate · Mantra
433
MYR 6,542
5.27x
30.8%
🔑 KEY INSIGHT: S H Y A L A generates 7.06x ROI vs your own 4.12x — 71% higher efficiency. Her hook formula (pain point → product reveal) averages 26.3% 2-sec rate vs your 14.8%. Recruiting 3–5 more affiliates with her style is worth MYR 2,000+/day.
Group 4 — Science & Maths (120 Days)
Primary · MYR 78K revenue · 5,921 orders
🏆 #1 Best Video
"guru tadika pening kepala buat worksheet... boleh grab worksheet maths and science for 120 days"
S H Y A L A · 58% 2-sec7.65x ROI1,744 orders
Proven hooks
1
"Pening Kepala" Pain Hook: Open with frustration — 58% 2-sec rate. Must show face/emotion first 2 seconds.
2
Duration Value: "120 Days of Maths and Science" — big number in text overlay, first frame.
3
Replying to @ Format: Filmed as answering a real parent's question. 40–53% hook rate.
4
Age Targeting: "Untuk anak 4–6 tahun" as first overlay. Qualifies viewer instantly.
Group 3 — English Sentence Building
7.82x ROI · MYR 10,595 · 468 orders
🏆 #1 Best Video
"Still confused how to form a sentence? #binaayat #membaca"
AR TECH EDUKITS · 15.2% 2-sec31.00x ROI59 orders
Proven hooks
1
Problem Question: "Still confused how to form a sentence?" — 31x ROI.
2
Emotion Relief: "Belajar bina ayat tanpa stress!" — 25.53x ROI.
3
Visual Demo: "Picture to Sentence" — 28.05x ROI, 19.4% 2-sec.
Group 10 — Reading & Writing (Tahun 3)
7.75x ROI · MYR 14,356 · 451 orders
🏆 #1 Best Video
"Anak umur 8–9 tahun try this 🔥🤩"
AR TECH EDUKITS · 25% 2-sec38.08x ROI17 orders
Proven hooks
1
Age-Specific Challenge: Directly name age + challenge framing. 38x ROI.
2
Speed Promise: "Learn faster with only 3 steps" — parents want efficiency. 22x ROI.
3
Smooth Reading Demo: Show child reading page by page. 57.73x ROI.
Group 2 — Tamil Letters (216 Uyirmei)
5.18x ROI · MYR 17,033 · 866 orders
🏆 #1 Best Video
"216 Tamil Uyirmei Letters in a book"
AR TECH EDUKITS · 15.9% 2-sec4.05x ROI277 orders
Proven hooks
1
Scale/Volume: "216 Letters in one book" — comprehensive value signal.
2
FOMO: "150 Sold in Hour 🔥" — 22% 2-sec, 4.20x ROI.
3
Challenge Reframe: "216 Letters? Sounds Hard — Until They Try THIS!" — 45.75x ROI.
Group 6 — English Reading (30-Day)
4.71x ROI · MYR 10,916 · 751 orders
🏆 HIGHEST HOOK RATE IN ACCOUNT
"anak belum pandai membaca Bahasa English..."
S H Y A L A · 59% 2-sec !!!5.57x ROI
Proven hooks
1
Parent Worry Hook: 59% hook rate — more than half of viewers stop scrolling. Primary template.
2
30-Day Transformation: "reading English dalam masa 30 Hari" — 50.4% 2-sec.
Group 9 — 380 Hari Matematik
13.36x ROI · 7.70x target · MYR 800
🏆 Best ROI in Account
"240 Days of Fun Maths! Over 1000 questions"
AR TECH EDUKITS · 17.8% 2-sec64.15x ROI
PRIORITY hooks
1
Scale Hook: "380 Days / 1000+ Questions" — the number IS the hook.
2
Value-Per-Day: "Less than MYR 0.10 per day" — makes purchase feel tiny.
3
⭐ Add 10+ product cards immediately. 22.6x ROI vs 4.7x for videos.
Groups 1, 7, 8 — Tamil Devotional
Murugan · Amman · Mantra books
🏆 Best Video
"Mantras help kids stay calm, focused, and confident..."
kaushalya.life · 30.8% 2-sec5.27x ROI433 orders
Proven hooks
1
Spiritual Wellness: Frame devotional as child development. 30.8% 2-sec.
2
Festive Calendar: Time content to Tamil events (Adi Masam, Thaipusam).
3
Coloring Therapy: Frame as stress-relief. 24.8% 2-sec, 31.12x ROI.
Group 13 — New Math (Innovation Lab)
Set Kombo + 4 new products · Just launched
⚡ No data yet — Use proven hooks from similar products
Latihan Matematik · Garis Nombor · Digit Exercises
Model after Group 4Start with product cards
Recommended hooks
1
Comparison: "Latihan Matematik 2 & 3 Digit — does your child struggle?"
2
Bundle Value: "Set Kombo — all 4 subjects in one set" — one-stop-shop positioning.
3
🔑 Add 5 product cards per SKU this week. 22.6x ROAS, zero filming.
💡 Single Biggest Creative Opportunity: Product Cards
22.6x
Product Card ROAS
4.7x
Video ROAS (avg)
30 vs 2,934
Product cards vs videos
You have 30 product cards vs 2,934 videos. Product cards deliver 4.8x better ROAS with zero filming effort. Add 3–5 product cards per product per campaign this week. This alone could add MYR 500–1,000/day.
Growth Levers — Beyond Ads
6 highest-impact actions. Each independently worth MYR 500–2,000/day.
🎴 Add Product Cards to Every Campaign
22.6x ROAS vs 4.7x for videos. You have 30 cards against 2,934 videos. Add 3–5 per product per campaign. Zero filming. Highest ROI task per hour. Critical for Groups 9 and 13.
💰 +MYR 500–1,000/day🤝 Recruit 3–5 S H Y A L A-Style Affiliates
S H Y A L A earns 7.06x vs your 4.12x. Find Malaysian mommy influencers (tadika teachers, parent accounts) 10K–100K followers. Offer exclusive affiliate commission.
💰 +MYR 1,000–2,000/day📺 Scale LIVE Sessions: 2×/day Target
LIVE contributes MYR 47,780 (20.2%). Best day MYR 1,388. Run at 8–9 PM (peak) and 7–8 AM (school run parents). LIVE GMV Max ads compound the effect.
💰 +MYR 300–800/day📦 Raise AOV: Bundle Strategy
Current AOV MYR 17.83. Create bundles ("Prasekolah Starter Pack: MYR 45"). Group 13 already has Set Kombo. Higher AOV = more GMV from same orders.
💰 +20–40% revenue uplift📅 Tamil Calendar Content Strategy
Tamil festive events (Thaipusam, Adi Masam, Deepavali) trigger purchase spikes. Pre-produce devotional videos for Groups 1, 7, 8 timed 3 days before events.
💰 3–5x revenue on event days🔄 Systematise Creative Refresh Cycle
TikTok creatives fatigue after 14–21 days. Every 2 weeks, add 5 new videos per active campaign. Priority: Group 4 (highest volume), Group 6 (most potential), Group 3 (highest ROI).
💰 Prevents ROI decay · sustains 5xCampaign ROAS Performance (3 Months)
Actual ROI vs ROI target by group. Red = throttled below target.
Revenue Scale Roadmap — MYR 10K/Day Path
Now — Apr 14
MYR 2,595
Phase 1: ROI gate unlock. Plans A deployed. Projected: MYR 4,000–5,500/day by April 14.
May 1–31
MYR 5–7K
Phase 2: Consolidate to 4 campaigns. Signal pooling. Budget utilization 50–65%.
June 2026
MYR 7–9K
Phase 3: Budget scaling 20–30% per step. New affiliates. Product cards. LIVE 2×/day.
Target: Late June
MYR 10K+
Phase 4: Sustained 5-digit daily. 4 campaigns stable. Affiliate roster built.