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From ai-business-skills
Generates concise marketing reports following a 'read 5 minutes, know what to do next' format with insights first, metrics as evidence, and actionable recommendations with deadlines and owners. Supports weekly/monthly global performance reports.
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Ask up to 4 questions before reporting:
Generates marketing reports following the 'read in 5 minutes, know what to do next' principle: diagnosis first, data as evidence, actionable recommendations with deadlines and owners.
Generates marketing performance reports with executive summaries, key metrics tables, trend analysis, wins/misses, and prioritized optimizations for campaigns or channels.
Generates structured digital marketing performance reports from raw data, covering KPI tracking, trend analysis, anomaly detection, and prioritized recommendations.
Share bugs, ideas, or general feedback.
Ask up to 4 questions before reporting:
Every report must answer these 4 questions in order:
Insight FIRST -> Numbers AS PROOF -> Action RECOMMENDATIONS
Never list numbers and let reader draw conclusions. Always state insight first, numbers as evidence.
Each metric must compare against at least 1 of these 3 frames:
| Frame | Meaning | Example |
|---|---|---|
| vs Target | Hit or miss committed KPI | CPMess target $1.20 — actual $1.10 (hit) |
| vs Previous Period | Up/down vs prior month/week | CPMess last month $1.40 -> this month $1.10 (-21%) |
| vs Industry Benchmark | Better/worse than market average | Beauty industry CPMess $1.00-$1.60 — ours $1.10 (good) |
# Marketing Report — [Month X/YYYY] or [Week X: DD/MM-DD/MM]
Author: [Name]
Date: [YYYY-MM-DD]
Status: [Hit Target / Missed Target / Exceeded Target]
## 1. Executive Summary
**Conclusion:** [1 sentence — hit/missed target, main reason]
**Key metrics:**
| Metric | Target | Actual | vs Target | vs Prior |
|--------|--------|--------|-----------|----------|
| Revenue | [X] | [X] | [+/-X%] | [+/-X%] |
| Total MKT spend | [X] | [X] | [+/-X%] | [+/-X%] |
| ROAS | [X] | [X] | [+/-X%] | [+/-X%] |
| New customers | [X] | [X] | [+/-X%] | [+/-X%] |
| Avg CPMess | [X] | [X] | [+/-X%] | [+/-X%] |
**3 highlights:**
1. [Best thing this period — with data]
2. [Biggest issue — with data]
3. [Opportunity/risk to watch]
### Meta Ads
**Insight:** [1-2 sentences — channel doing well/poorly, reason]
| Metric | Wk 1 | Wk 2 | Wk 3 | Wk 4 | Total | vs Target | vs Prior Mo | vs Benchmark |
|--------|------|------|------|------|-------|-----------|-------------|--------------|
| Spend | | | | | | | | |
| Impressions | | | | | | | | |
| Clicks | | | | | | | | |
| CTR | | | | | | | | |
| Messages | | | | | | | | |
| CPMess | | | | | | | | |
| Leads | | | | | | | | |
| CPL | | | | | | | | |
**Top 3 high-performing ads:**
| # | Ad name / Creative | Spend | Messages | CPMess | CTR | Note |
|---|--------------------|-------|----------|--------|-----|------|
| 1 | | | | | | |
| 2 | | | | | | |
| 3 | | | | | | |
**Bottom 3 ads (turn off/fix):**
| # | Ad name / Creative | Spend | Messages | CPMess | CTR | Issue |
|---|--------------------|-------|----------|--------|-----|-------|
| 1 | | | | | | |
| 2 | | | | | | |
| 3 | | | | | | |
(Same structure as Meta Ads — replace CPMess with CPV if traffic, add Video Completion Rate)
(Same structure — replace Messages with Conversions, add Quality Score)
### Organic
**Insight:** [1-2 sentences]
| Metric | Wk 1 | Wk 2 | Wk 3 | Wk 4 | Total | vs Prior Mo |
|--------|------|------|------|------|-------|-------------|
| Posts published | | | | | | |
| Total reach | | | | | | |
| Total engagement | | | | | | |
| Avg ER | | | | | | |
| New followers | | | | | | |
| Top content (reach) | | | | | | |
**Top 3 posts/videos:**
| # | Content | Platform | Reach | ER | Saves | Shares | Note |
|---|---------|----------|-------|-----|-------|--------|------|
| 1 | | | | | | | |
| 2 | | | | | | | |
| 3 | | | | | | | |
### Email / SMS
| Metric | Actual | vs Benchmark |
|--------|--------|--------------|
| Campaigns sent | | |
| Open rate | | [Industry avg: 15-25%] |
| Click rate | | [Industry avg: 1-3%] |
| Unsubscribe rate | | [<1% is good] |
| Email revenue | | |
## 3. Conversion Funnel
| Step | Volume | Conv rate | vs Prior | vs Benchmark | Rating |
|------|--------|-----------|----------|--------------|--------|
| Impression | [X] | — | [+/-X%] | — | |
| Click | [X] | [X%] | [+/-X%] | [Avg: 1-2%] | [Good/Bad/Avg] |
| Message / Lead | [X] | [X%] | [+/-X%] | [Avg: 15-25%] | |
| Qualified Lead | [X] | [X%] | [+/-X%] | [Avg: 50-60%] | |
| Booking | [X] | [X%] | [+/-X%] | [Avg: 50-60%] | |
| Customer | [X] | [X%] | [+/-X%] | [Avg: 30-40%] | |
| Revenue | [X] | — | [+/-X%] | — | |
**Bottleneck:** [Identify which step has lowest conversion — that's the issue to fix]
## 4. Diagnosis: What's good — What's bad — Why
### Working well (KEEP + SCALE)
| # | Finding | Numbers | Reason | Action |
|---|---------|---------|--------|--------|
| 1 | [e.g., UGC video creative low CPMess] | [CPMess $0.90 vs avg $1.20] | [Natural format, strong hook] | Scale: +30% budget, shoot 5 more UGC |
| 2 | | | | |
| 3 | | | | |
### Not working (FIX URGENTLY)
| # | Issue | Numbers | Root cause | Severity | Action |
|---|-------|---------|------------|----------|--------|
| 1 | [e.g., Booking->Show low] | [28% vs target 40%] | [No 24h reminder, no deposit] | High | Auto reminder + collect $5 deposit |
| 2 | | | | | |
| 3 | | | | | |
### Unclear (MONITOR FURTHER)
| # | Observation | Numbers | Hypothesis | Validation method | Timeline |
|---|-------------|---------|------------|-------------------|----------|
| 1 | [e.g., CTR dropping over 4 weeks] | [2.1% -> 1.4%] | [Ad fatigue] | Swap creative, monitor 1 week | 7 days |
## 5. Action Recommendations
| # | Action | Goal | Deadline | Owner | Status |
|---|--------|------|----------|-------|--------|
| 1 | [e.g., Shoot 5 new UGC for Meta Ads] | CPMess <$1.00 | [DD/MM] | [Name] | Not started |
| 2 | [e.g., Set up auto reminder 24h] | Booking->Show >40% | [DD/MM] | [Name] | Not started |
| 3 | [e.g., Test TikTok Ads $200/wk] | New channel, CPMess <$1.40 | [DD/MM] | [Name] | Not started |
| 4 | | | | | |
| 5 | | | | | |
**Priority:** Number by impact level — do 1 + 2 first, 3 + 4 + 5 next week.
## 6. Plan for [Month X+1]
### Targets
| Metric | This Mo (actual) | Next Mo (target) | Increase | Basis |
|--------|------------------|------------------|----------|-------|
| Revenue | [X] | [X] | [+X%] | [Why this is achievable] |
| MKT spend | [X] | [X] | [+/-X%] | |
| ROAS | [X] | [X] | [+X] | |
| New customers | [X] | [X] | [+X%] | |
| CPMess | [X] | [X] | [-X%] | |
### Weekly plan
| Week | Focus | Budget | Main KPI |
|------|-------|--------|----------|
| Week 1 | [e.g., Launch new creative + A/B test] | [X] | [CPMess <$1.20] |
| Week 2 | [e.g., Scale winners + cut losers] | [X] | [ROAS >3x] |
| Week 3 | [e.g., Push BOFU + retarget] | [X] | [Close rate >40%] |
| Week 4 | [e.g., Wrap up + prep next month] | [X] | [Hit revenue target] |
### Budget allocation
| Category | Amount | % | Note |
|----------|--------|---|------|
| Meta Ads | [X] | [X%] | |
| TikTok Ads | [X] | [X%] | |
| Google Ads | [X] | [X%] | |
| Content production | [X] | [X%] | UGC, video shoot, design |
| Tools & software | [X] | [X%] | |
| **Total** | **[X]** | **100%** | |
If report needs presentation to stakeholders (boss, client), create charts:
| # | Chart | Type | X-axis | Y-axis | Note |
|---|---|---|---|---|---|
| 1 | Revenue vs Spend by week | Line chart (2 lines) | Wk 1-4 | USD | 2 colors: green (revenue), red (spend) |
| 2 | Conversion funnel | Funnel chart | Funnel step | Volume | Impression -> Customer |
| 3 | CPMess by week | Bar chart | Wk 1-4 | USD | Add target line (dashed) |
| 4 | Budget allocation | Pie chart | — | % | By channel (Meta, TikTok, Google, Content) |
| 5 | This Mo vs Last Mo | Grouped bar chart | Metric | Value | 2 colors: green (this), gray (last) |
Recommended tools: Google Sheets/Looker Studio (free), Canva (presentation).
Weekly report shorter than monthly — keep parts 1, 4, 5 only:
# Weekly Report [X]: [DD/MM-DD/MM/YYYY]
## Quick results
| Metric | Wk Target | Actual | vs Last Wk | Rating |
|--------|-----------|--------|------------|--------|
| Spend | | | | |
| Messages | | | | |
| CPMess | | | | |
| Leads | | | | |
| Bookings | | | | |
| Customers | | | | |
| Revenue | | | | |
## Good / Bad
- GOOD: [1-2 points]
- BAD: [1-2 points]
## Next week actions
| # | Task | Owner | Deadline |
|---|------|-------|----------|
| 1 | | | |
| 2 | | | |
| 3 | | | |
Check before delivering report: