一键导入
marketing-reporting
Create effective marketing reports and presentations that drive decisions. Use when preparing weekly, monthly, or quarterly marketing reports.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
菜单
Create effective marketing reports and presentations that drive decisions. Use when preparing weekly, monthly, or quarterly marketing reports.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Design, execute, and analyze A/B tests across marketing channels. Use when running experiments on landing pages, emails, ads, or features.
Marketing attribution modeling to understand channel contribution and optimize spend. Use when measuring marketing effectiveness or allocating budget.
Design marketing dashboards and reports for executives, teams, and campaigns. Use when building reporting systems or presenting data.
Perform cohort analysis to understand customer behavior, retention, and lifetime value over time. Use when analyzing retention, LTV, or user behavior patterns.
Design brand architecture for multi-product or multi-brand organizations. Use when managing brand portfolios or launching sub-brands.
Create and enforce comprehensive brand guidelines covering visual identity, messaging, and usage rules.
| name | marketing-reporting |
| description | Create effective marketing reports and presentations that drive decisions. Use when preparing weekly, monthly, or quarterly marketing reports. |
| origin | ECM |
Every report, regardless of cadence, follows this structure:
One sentence that captures the most important thing.
Key numbers with comparison context (vs. goal, vs. prior period, vs. benchmark).
Root cause analysis, not just description. "CTR declined" is a metric. "CTR declined because we exhausted our core audience and frequency increased 40%" is an insight.
Specific next steps with owners and timelines. "We will refresh creative by March 20 (Owner: Sarah) and expand audience targeting to include lookalike audiences (Owner: Mike)."
CAC (Customer Acquisition Cost)
CAC = Total Sales & Marketing Spend / Number of New Customers
CPA (Cost Per Acquisition)
CPA = Campaign Spend / Number of Conversions
ROAS (Return on Ad Spend)
ROAS = Revenue from Ads / Ad Spend
CTR (Click-Through Rate)
CTR = Clicks / Impressions × 100
CVR (Conversion Rate)
CVR = Conversions / Visitors (or Clicks) × 100
MRR (Monthly Recurring Revenue)
MRR = Number of Paying Customers × Average Revenue Per Customer Per Month
ARR (Annual Recurring Revenue)
ARR = MRR × 12
LTV (Lifetime Value)
LTV = ARPU × Gross Margin × (1 / Churn Rate)
Churn Rate
Monthly Churn = Customers Lost This Month / Customers at Start of Month × 100
NRR (Net Revenue Retention)
NRR = (Starting MRR + Expansion - Contraction - Churn) / Starting MRR × 100
1. Run-Rate Forecast
Forecast = Current monthly performance × Remaining months
2. Trend-Based Forecast
Forecast = Current value × (1 + average monthly growth rate) ^ months
3. Funnel-Based Forecast
Forecast revenue = Projected traffic × CVR × Average deal size
"In February, marketing generated $1.2M in pipeline, representing a 15% increase from January. We acquired 450 new customers at a blended CAC of $85."
"The pipeline increase was driven by a 30% improvement in paid search conversion rate following the landing page redesign launched January 15. Paid social pipeline was flat despite a 20% budget increase, indicating audience saturation."
"At our current trajectory, we are pacing ahead of Q1 pipeline targets by 12%. However, rising paid social CPMs suggest we need to diversify acquisition channels to maintain efficiency."
"Next month we will: (1) Scale paid search budget by 20% to capitalize on strong performance, (2) Begin testing programmatic display as a new awareness channel, (3) Launch a referral program to reduce blended CAC."
Example: "Marketing exceeded Q1 pipeline target by 18%, generating $4.2M against a $3.5M goal. This outperformance was primarily driven by organic search, which grew 40% following our SEO investment in H2 last year. We recommend increasing content production budget by $50K/month to sustain this momentum and request approval for a new content writer hire."
MARKETING WEEKLY UPDATE — Week of [Date]
HEADLINE: [One sentence summary]
KEY METRICS (vs. prior week):
- Traffic: X,XXX (↑/↓ X%)
- Leads/Sign-ups: XXX (↑/↓ X%)
- Pipeline Created: $XXK (↑/↓ X%)
- Spend: $XXK (on pace / over / under budget)
WINS THIS WEEK:
- [Win 1]
- [Win 2]
CONCERNS:
- [Issue + action being taken]
NEXT WEEK PRIORITIES:
- [Priority 1]
- [Priority 2]
Slide 1: Executive Summary (3 sentences)
Slide 2: Performance vs. Goals (scorecard with RAG status)
Slide 3: Revenue & Pipeline (trend + this month detail)
Slide 4: Channel Performance (comparison table or chart)
Slide 5: Key Campaign Results (top 2-3 campaigns)
Slide 6: Efficiency Metrics (CAC, CPA, ROAS trends)
Slide 7: Insights & Learnings (what we learned)
Slide 8: Next Month Plan (priorities, experiments, budget changes)
Slide 1: Title + Quarter Summary (1 sentence)
Slide 2: Executive Summary (5 key takeaways)
Slide 3-4: Performance vs. Goals (full scorecard)
Slide 5: Revenue Attribution (marketing's contribution to revenue)
Slide 6: Channel Deep Dive (what worked, what didn't)
Slide 7: CAC & LTV Trends (unit economics health)
Slide 8: Competitive & Market Context
Slide 9: Key Experiments & Learnings
Slide 10: What's Not Working (honest assessment)
Slide 11: Next Quarter Strategy & Priorities
Slide 12: Budget Request / Allocation Changes
Slide 13: Appendix (detailed data tables)
Before sending any marketing report: