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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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Campaign Performance Report#

Report Period: [Start Date] - [End Date] Prepared By: [Name] Date: [Report Date]


Executive Summary#

[2-3 sentence summary of overall campaign performance, key wins, and areas of concern.]


Portfolio Overview#

MetricThis PeriodPrevious PeriodChange
Total Spend$$%
Total Revenue$$%
Total Profit$$%
Portfolio ROI%%pp
Portfolio ROASxx%
Total Leads%
Total Customers%
Blended CPA$$%
Blended CPL$$%

Channel Performance#

ChannelSpendRevenueROIROASCPALeadsCustomers
Email$$%x$
Paid Search$$%x$
Paid Social$$%x$
Display$$%x$
Organic$$%x$
Total$$%x$

Top Performing Campaigns#

1. [Campaign Name]#

  • Channel: [Channel]
  • Spend: $[Amount] | Revenue: $[Amount] | ROI: [X]%
  • Key Success Factor: [What made this campaign successful]

2. [Campaign Name]#

  • Channel: [Channel]
  • Spend: $[Amount] | Revenue: $[Amount] | ROI: [X]%
  • Key Success Factor: [What made this campaign successful]

3. [Campaign Name]#

  • Channel: [Channel]
  • Spend: $[Amount] | Revenue: $[Amount] | ROI: [X]%
  • Key Success Factor: [What made this campaign successful]

Underperforming Campaigns#

[Campaign Name]#

  • Channel: [Channel]
  • Issue: [Description of underperformance]
  • Benchmark Comparison: [How it compares to benchmarks]
  • Recommended Action: [Specific action to take]

[Campaign Name]#

  • Channel: [Channel]
  • Issue: [Description of underperformance]
  • Benchmark Comparison: [How it compares to benchmarks]
  • Recommended Action: [Specific action to take]

Attribution Analysis#

ChannelFirst-TouchLast-TouchLinearTime-DecayPosition-Based
[Channel 1]$[X]$[X]$[X]$[X]$[X]
[Channel 2]$[X]$[X]$[X]$[X]$[X]
[Channel 3]$[X]$[X]$[X]$[X]$[X]

Key Insight: [What does the attribution analysis tell us about channel value that single-model analysis would miss?]


Funnel Analysis#

StageCountConversion RateDrop-offvs. Previous Period
Awareness--%
Interest%%pp
Consideration%%pp
Intent%%pp
Purchase%%pp

Overall Funnel Conversion: [X]% Primary Bottleneck: [Stage transition with largest drop-off] Recommended Focus: [What to optimize next]


Budget Allocation Recommendations#

Based on this period's performance data:

ChannelCurrent AllocationRecommended AllocationRationale
[Channel][X]% ($[X])[X]% ($[X])[Reason]
[Channel][X]% ($[X])[X]% ($[X])[Reason]
[Channel][X]% ($[X])[X]% ($[X])[Reason]

Action Items#

PriorityActionOwnerDeadlineExpected Impact
High[Action][Name][Date][Impact]
High[Action][Name][Date][Impact]
Medium[Action][Name][Date][Impact]
Low[Action][Name][Date][Impact]

Next Period Goals#

MetricCurrentTargetStrategy
Portfolio ROI[X]%[X]%[How]
ROAS[X]x[X]x[How]
CPA$[X]$[X][How]
Lead Volume[X][X][How]

Report generated using campaign-analytics toolkit. Data source: [Source system/platform].

文件内容是平台检查时读出的文本,只供查看。平台不会运行包里的任何脚本或程序。