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营销活动投入与转化分析

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分析用户导出的活动数据,计算 ROI、ROAS 和漏斗转化,比较不同渠道的归因结果。

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github最新版本 0.1.1更新于 2026-10-21下载 2 次2 个版本

assets/campaign_report_template.md

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1# Campaign Performance Report
2
3**Report Period:** [Start Date] - [End Date]
4**Prepared By:** [Name]
5**Date:** [Report Date]
6
7---
8
9## Executive Summary
10
11[2-3 sentence summary of overall campaign performance, key wins, and areas of concern.]
12
13---
14
15## Portfolio Overview
16
17| Metric | This Period | Previous Period | Change |
18|--------|-----------|----------------|--------|
19| Total Spend | $ | $ | % |
20| Total Revenue | $ | $ | % |
21| Total Profit | $ | $ | % |
22| Portfolio ROI | % | % | pp |
23| Portfolio ROAS | x | x | % |
24| Total Leads | | | % |
25| Total Customers | | | % |
26| Blended CPA | $ | $ | % |
27| Blended CPL | $ | $ | % |
28
29---
30
31## Channel Performance
32
33| Channel | Spend | Revenue | ROI | ROAS | CPA | Leads | Customers |
34|---------|-------|---------|-----|------|-----|-------|-----------|
35| Email | $ | $ | % | x | $ | | |
36| Paid Search | $ | $ | % | x | $ | | |
37| Paid Social | $ | $ | % | x | $ | | |
38| Display | $ | $ | % | x | $ | | |
39| Organic | $ | $ | % | x | $ | | |
40| **Total** | **$** | **$** | **%** | **x** | **$** | | |
41
42---
43
44## Top Performing Campaigns
45
46### 1. [Campaign Name]
47- **Channel:** [Channel]
48- **Spend:** $[Amount] | **Revenue:** $[Amount] | **ROI:** [X]%
49- **Key Success Factor:** [What made this campaign successful]
50
51### 2. [Campaign Name]
52- **Channel:** [Channel]
53- **Spend:** $[Amount] | **Revenue:** $[Amount] | **ROI:** [X]%
54- **Key Success Factor:** [What made this campaign successful]
55
56### 3. [Campaign Name]
57- **Channel:** [Channel]
58- **Spend:** $[Amount] | **Revenue:** $[Amount] | **ROI:** [X]%
59- **Key Success Factor:** [What made this campaign successful]
60
61---
62
63## Underperforming Campaigns
64
65### [Campaign Name]
66- **Channel:** [Channel]
67- **Issue:** [Description of underperformance]
68- **Benchmark Comparison:** [How it compares to benchmarks]
69- **Recommended Action:** [Specific action to take]
70
71### [Campaign Name]
72- **Channel:** [Channel]
73- **Issue:** [Description of underperformance]
74- **Benchmark Comparison:** [How it compares to benchmarks]
75- **Recommended Action:** [Specific action to take]
76
77---
78
79## Attribution Analysis
80
81| Channel | First-Touch | Last-Touch | Linear | Time-Decay | Position-Based |
82|---------|------------|------------|--------|------------|----------------|
83| [Channel 1] | $[X] | $[X] | $[X] | $[X] | $[X] |
84| [Channel 2] | $[X] | $[X] | $[X] | $[X] | $[X] |
85| [Channel 3] | $[X] | $[X] | $[X] | $[X] | $[X] |
86
87**Key Insight:** [What does the attribution analysis tell us about channel value that single-model analysis would miss?]
88
89---
90
91## Funnel Analysis
92
93| Stage | Count | Conversion Rate | Drop-off | vs. Previous Period |
94|-------|-------|----------------|----------|-------------------|
95| Awareness | | - | - | % |
96| Interest | | % | % | pp |
97| Consideration | | % | % | pp |
98| Intent | | % | % | pp |
99| Purchase | | % | % | pp |
100
101**Overall Funnel Conversion:** [X]%
102**Primary Bottleneck:** [Stage transition with largest drop-off]
103**Recommended Focus:** [What to optimize next]
104
105---
106
107## Budget Allocation Recommendations
108
109Based on this period's performance data:
110
111| Channel | Current Allocation | Recommended Allocation | Rationale |
112|---------|-------------------|----------------------|-----------|
113| [Channel] | [X]% ($[X]) | [X]% ($[X]) | [Reason] |
114| [Channel] | [X]% ($[X]) | [X]% ($[X]) | [Reason] |
115| [Channel] | [X]% ($[X]) | [X]% ($[X]) | [Reason] |
116
117---
118
119## Action Items
120
121| Priority | Action | Owner | Deadline | Expected Impact |
122|----------|--------|-------|----------|----------------|
123| High | [Action] | [Name] | [Date] | [Impact] |
124| High | [Action] | [Name] | [Date] | [Impact] |
125| Medium | [Action] | [Name] | [Date] | [Impact] |
126| Low | [Action] | [Name] | [Date] | [Impact] |
127
128---
129
130## Next Period Goals
131
132| Metric | Current | Target | Strategy |
133|--------|---------|--------|----------|
134| Portfolio ROI | [X]% | [X]% | [How] |
135| ROAS | [X]x | [X]x | [How] |
136| CPA | $[X] | $[X] | [How] |
137| Lead Volume | [X] | [X] | [How] |
138
139---
140
141*Report generated using campaign-analytics toolkit. Data source: [Source system/platform].*

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