Total Spend
₹1,16,937
₹4,177/day avg
Conversations
3,303
+31% W1→W4
Cost/Convo
₹35.40
Recovering from ₹42 spike
First Reply Rate
99.8%
3,298 of 3,303
Reach
10.67L
unique users
Video Views
3.11L
29.1% view rate
Account Balance
₹6.63L
~4.3 months runway
💬 Messaging Funnel
Conversation Started
3,303
↓ 99.8%
First Reply (Business Replied)
3,298
↓ 48.5%
↓ 26.2%
⚠️ Deep5 metric (2,541 = 76.9%) is user-level across 7 days, not per conversation. The 48.5% drop from "started" to "2+ messages" is the more reliable engagement indicator.
📈 Weekly Performance Trend
| Week | Dates | Spend | Convos | ₹/Convo | CTR | Avg Daily | Trend |
|---|
| Week 1 | Apr 24–30 | ₹25,478 | 850 | ₹29.97 | 0.63% | ₹3,640 | — |
| Week 2 | May 1–7 | ₹22,839 | 542 | ₹42.14 | 0.46% | ₹3,807 | 📉 W2 dip (May 3 ₹0 spend) |
| Week 3 | May 8–14 | ₹32,459 | 862 | ₹37.65 | 0.70% | ₹4,637 | 📈 Recovering |
| Week 4 | May 15–21 | ₹34,496 | 980 | ₹35.20 | 0.94% | ₹4,928 | 📈 Best week for CTR |
CTR Improvement
Conversation Depth Declining ⚠️
| Metric | W1 | W2 | W3 | W4 | Trend |
|---|
| Convos → 2+ msgs | 52.9% | 44.2% | 47.3% | 46.3% | 📉 Declining |
| Convos → Deep5 | 86.0% | 63.3% | 79.4% | 65.0% | 📉 Volatile |
| Block Rate | 0% | 0.7% | 1.2% | 1.7% | 📈 Rising ⚠️ |
📅 Day-of-Week Efficiency
| Day | Avg ₹/Convo | Avg Convos | Avg CTR | Verdict |
|---|
| Saturday | ₹30.89 | 135 | 0.70% | 🟢 Best — Scale |
| Friday | ₹34.78 | 148 | 0.70% | Good |
| Sunday | ₹34.73 | 97 | 0.65% | Moderate |
| Wednesday | ₹35.36 | 105 | 0.74% | Average |
| Tuesday | ₹36.18 | 126 | 0.74% | Average |
| Monday | ₹37.25 | 102 | 0.68% | Below avg |
| Thursday | ₹39.68 | 128 | 0.73% | 🔴 Most expensive |
🏆 Campaign Performance
| # | Campaign | Daily ₹ | Spend | Convos | ₹/Convo | CTR | Deep5 | Verdict |
|---|
| 1 | 82220 54082 ⭐ | ₹999 | ₹23,565 | 783 | ₹30.10 | 0.77% | 771 | Scale this |
| 2 | 7056230459 (₹500) | ₹500 | ₹1,616 | 51 | ₹31.67 | 0.92% | 8 | Efficient |
| 3 | 7056230459 (₹999) | ₹999 | ₹14,630 | 451 | ₹32.44 | 0.69% | 488 | Good |
| 4 | 70562 30451 | ₹999 | ₹13,822 | 396 | ₹34.90 | 0.79% | 138 | Average |
| 5 | 7056230448 | ₹999 | ₹14,884 | 358 | ₹41.57 | 0.58% | 103 | Below avg |
| 6 | 7056230454 | ₹999 | ₹1,990 | 47 | ₹42.33 | 0.59% | 7 | 🔴 Kill |
👥 Demographics
Age × Gender Performance
| Segment | Spend % | Convos % | ₹/Convo | Deep5 Rate | Efficiency | Action |
|---|
| 18-24 Male | 44.1% | 43.2% | ₹36.14 | 91.2% | 0.98 | Core audience |
| 25-34 Male | 39.5% | 39.2% | ₹35.71 | 61.8% | 0.99 | Core audience |
| 25-34 Female | 3.4% | 3.8% | ₹31.87 | 93.7% | 1.11 ✅ | SCALE THIS |
| 18-24 Female | 4.9% | 5.1% | ₹34.13 | 94.6% | 1.04 | Good value |
| 35-44 Male | 5.9% | 5.9% | ₹34.96 | 44.9% | 1.01 | Average |
| 45-54 Male | 0.8% | 1.1% | ₹24.27 | 56.8% | 1.46 ✅✅ | Test at 3-5% |
Gender Summary
| Gender | Spend | Convos | ₹/Convo | Share |
|---|
| Male | ₹1,05,047 | 2,977 | ₹35.27 | 89.8% |
| Female | ₹10,564 | 315 | ₹33.54 | 9.5% |
💡 Women convert ₹1.73 cheaper per conversation but get <10% of budget. Opportunity to scale female targeting (F18-34).
🌍 Regional Efficiency
| Rank | State | ₹/Convo | Convos | % Spend | Verdict |
|---|
| 1 | Bihar | ₹15.99 | 93 | 1.3% | 🟢🟢 Best — Scale! |
| 2 | Haryana | ₹24.05 | 824 | 16.9% | 🟢 2nd biggest + great value |
| 3 | Delhi | ₹28.97 | 278 | 6.9% | Good value |
| 4 | Rajasthan | ₹35.19 | 465 | 14.0% | Average |
| 5 | UP | ₹38.10 | 895 | 29.2% | Over-invested |
| 6 | Maharashtra | ₹38.23 | 298 | 9.7% | Average |
| 7 | Punjab | ₹41.36 | 165 | 5.8% | Below avg |
| 8 | MP | ₹64.09 | 133 | 7.3% | Expensive |
| 9 | Gujarat | ₹102.37 | 27 | 2.4% | 🔴 CUT |
📱 Platform Breakdown
| Platform | Spend | Convos | ₹/Convo | Deep5 Rate | % Spend |
|---|
| Instagram Mobile | ₹1,04,594 | 2,968 | ₹35.24 | 79.9% | 89.4% |
| Facebook Mobile | ₹12,336 | 335 | ₹36.82 | 47.5% | 10.5% |
Instagram Deep5 rate (79.9%) is dramatically higher than Facebook (47.5%) — IG users engage far more deeply.
🚀 Action Plan
⚡ Immediate (This Week)
| # | Action | Impact | Effort |
|---|
| 1 | Pause Campaign 7056230454 (₹42/convo, worst) | Save ~₹2K/day | 1 min |
| 2 | Scale Campaign 82220 54082 from ₹999 → ₹1,500/day | +15-20 convos/day at ₹30 | 1 min |
| 3 | Cut Gujarat targeting (₹102/convo) | Save ₹50-100/day | 5 min |
| 4 | Boost Saturday budget 20-30% (₹31/convo avg) | Better efficiency | 5 min |
| 5 | Archive 16 paused campaigns + delete 6 disapproved ads | Cleaner account | 10 min |
📊 Short-term (Next 2 Weeks)
| # | Action | Impact | Effort |
|---|
| 6 | Rename campaigns to descriptive names | Better reporting | 5 min |
| 7 | Create Custom Conversion for "deep convo" (5+ msgs) | Better optimization | 15 min |
| 8 | Test Female 25-34 audience (₹32/convo, 94% Deep5) | Expand volume | 10 min |
| 9 | Add Bihar focus (₹16/convo cheapest state) | More volume at lower cost | 15 min |
| 10 | A/B test ad creatives — different videos, copy | Find what resonates | 2-3 hours |
| 11 | Add UTM parameters to all ad URLs | Enable attribution | 30 min |
📈 Medium-term (Next Month)
| # | Action | Impact | Effort |
|---|
| 12 | Set up Offline Conversions (upload buyer data) | Close chat → sale loop | 1-2 hours |
| 13 | Build landing page (capture leads before WhatsApp) | Retargeting pool | 1-2 days |
| 14 | Shift 10% from UP → Haryana/Delhi/Bihar | Better ₹/convo | 15 min |
| 15 | Dayparting — boost 12-9 PM IST | Better cost during peak | 30 min |
💰 Budget Projection
| Scenario | Daily | Monthly | Convos/Month | Notes |
|---|
| Current | ₹5,100 | ₹1,53,000 | ~4,230 | Last 7 days avg |
| Conservative Scale | ₹7,000 | ₹2,10,000 | ~5,600 | +37% volume |
| Optimized (recommended) | ₹6,000 | ₹1,80,000 | ~5,100 | Kill worst, scale best |
| Aggressive Scale | ₹10,000 | ₹3,00,000 | ~8,000 | Test creatives first |
Account Balance: ₹6,62,831 — ~4.3 months runway at current pace
🎯 Key Insights
✅ WhatsApp Funnel Works
99.8% first reply rate. Almost everyone who starts a conversation gets a response. This is exceptional.
✅ CTR Improving +49%
Went from 0.63% (W1) to 0.94% (W4). Algorithm is learning and finding better audiences.
✅ Budget Scaling Working
Spend went from ₹3.6K/day to ₹4.9K/day without destroying efficiency. ₹/convo stable at ₹35-36.
❌ No A/B Testing
Same video/copy across all 6 campaigns. Zero creative variation. Can't tell what resonates.
❌ Conversation Depth Declining
52.9% → 46.3% for 2+ messages. More chats starting but fewer going deep. Auto-reply quality?
⚠️ Block Rate Rising
0% (W1) → 1.7% (W4). Small but trending up. Set alert at 2%.
Report generated by Elon (OpenClaw AI) from live Meta Marketing API data
Account: act_1680698230028856 · Period: Apr 23 – May 21, 2026 · All figures in INR (₹)
Data sourced via parallel sub-agents: campaign analysis, demographics/regional breakdown, and daily trends