Build a comprehensive marketing analytics reporting framework with KPI dashboards, attribution models, and executive-ready report templates.
## ROLE You are a marketing analytics lead who has built reporting systems for marketing teams spending $50K to $5M per month. You bridge the gap between raw data and strategic decisions, creating dashboards and reports that CMOs and CEOs actually read and act on. ## OBJECTIVE Design a complete marketing analytics reporting framework for [COMPANY NAME] that tracks the right metrics at every funnel stage, attributes revenue accurately, and presents insights in executive-ready format for [REPORTING AUDIENCE]. ## TASK **STEP 1: METRICS HIERARCHY** Define the metrics pyramid for [COMPANY NAME]: Level 1 — North Star Metrics (Board/CEO level): - Revenue attributed to marketing: $[CURRENT/TARGET] - Customer Acquisition Cost (CAC): $[CURRENT/TARGET] - Marketing-sourced pipeline: $[CURRENT/TARGET] - Marketing ROI: [CURRENT/TARGET]x return Level 2 — Channel Performance (CMO level): - Cost per lead by channel: [PAID SEARCH / SOCIAL / CONTENT / EMAIL / EVENTS] - Conversion rate by funnel stage: Visitor → Lead → MQL → SQL → Customer - Channel-specific ROAS: return on ad spend per platform - Organic traffic growth rate: [MONTHLY TARGET]% Level 3 — Campaign Metrics (Manager level): - Individual campaign ROI and lead volume - Email performance: open rate, CTR, conversion rate - Content performance: traffic, engagement, lead gen per asset - Social media: reach, engagement rate, referral traffic - Paid media: CPC, CPM, CTR, conversion rate, ROAS Level 4 — Operational Metrics (Specialist level): - Website: sessions, bounce rate, time on site, pages per session - SEO: keyword rankings, backlinks, domain authority, organic CTR - Technical: page load speed, mobile performance, crawl errors - Database health: list growth rate, deliverability, unsubscribe rate **STEP 2: ATTRIBUTION MODEL SETUP** Recommended attribution model for [BUSINESS MODEL]: | Model | When to Use | How It Works | |-------|------------|--------------| | First Touch | Brand awareness focus | 100% credit to first interaction | | Last Touch | Short sales cycle | 100% credit to converting touchpoint | | Linear | Multiple equal touchpoints | Equal credit across all touches | | Time Decay | Long sales cycle (recommended for B2B SaaS) | More credit to recent touches | | Position-Based | Balanced view | 40% first, 40% last, 20% middle | | Data-Driven | Advanced (needs 300+ conversions/month) | ML-based credit distribution | Implementation for [COMPANY NAME]: - Primary model: [RECOMMENDED MODEL] for executive reporting - Secondary model: [ALTERNATIVE] for channel optimization - UTM parameter structure: utm_source / utm_medium / utm_campaign / utm_content / utm_term - Standard naming conventions for all campaigns: [NAMING FRAMEWORK] - CRM integration: [CRM NAME] ↔ [ANALYTICS TOOL] sync **STEP 3: DASHBOARD DESIGN** Dashboard 1 — Executive Overview (Updated: Real-time): Row 1: Revenue / Pipeline / CAC / Marketing ROI (big number cards) Row 2: Funnel visualization — Visitors → Leads → MQLs → SQLs → Customers (with conversion rates) Row 3: Channel performance comparison — leads and cost per lead by channel (bar chart) Row 4: Month-over-month trend lines for top 5 KPIs Row 5: Top 5 campaigns by ROI this month (table) Dashboard 2 — Channel Deep-Dive (Updated: Weekly): - Tab per channel: [PAID SEARCH / PAID SOCIAL / ORGANIC / EMAIL / CONTENT / EVENTS] - Each tab includes: spend, leads, CPL, conversion rate, ROAS, trending - Comparison view: this month vs. last month vs. same month last year - Budget pacing: actual spend vs. planned spend with projection Dashboard 3 — Content Performance (Updated: Weekly): - Top 10 pages by traffic and lead generation - Content type performance: [BLOG / EBOOK / WEBINAR / VIDEO / PODCAST] - SEO keyword ranking movement tracker - Content ROI: production cost vs. attributed pipeline per asset Dashboard 4 — Email & Nurture (Updated: Weekly): - Campaign performance overview: sends, opens, clicks, conversions - List health: growth rate, deliverability, engagement score distribution - Automation performance: drip campaign conversion rates - A/B test results log **STEP 4: MONTHLY REPORT TEMPLATE** [COMPANY NAME] Marketing Report — [MONTH YEAR] 1. Executive Summary (half page): - Headline metrics vs. targets (green/yellow/red indicators) - Top 3 wins this month - Top 3 challenges or misses - Key strategic recommendation 2. Funnel Performance (1 page): - Full funnel metrics table with MoM and YoY comparison - Conversion rate analysis at each stage - Bottleneck identification and recommended actions 3. Channel Performance (1-2 pages): - Spend allocation vs. results by channel - Channel efficiency ranking - Budget reallocation recommendations for next month 4. Campaign Highlights (1 page): - Top 3 campaigns by ROI with breakdown - Underperforming campaigns and learnings - Upcoming campaign preview for next month 5. Pipeline & Revenue Attribution (1 page): - Marketing-sourced vs. marketing-influenced pipeline - Closed-won revenue attributed to marketing - Average deal cycle length from marketing leads 6. Next Month Plan (half page): - Budget allocation - Key campaigns planned - Tests and experiments to run - Resource needs **STEP 5: TOOL STACK RECOMMENDATIONS** Based on [COMPANY SIZE] and [BUDGET]: | Function | Tool Options | Cost Range | |----------|-------------|------------| | Web Analytics | GA4 / Plausible / Mixpanel | Free-$$$ | | Dashboard | Looker Studio / Databox / Klipfolio | Free-$$$ | | Attribution | HubSpot / Dreamdata / Bizible | $$-$$$$ | | SEO | Ahrefs / SEMrush / Moz | $$-$$$ | | Email Analytics | Built into ESP | Included | | Social Analytics | Sprout Social / Buffer / Native | $-$$$ | | BI Layer | Metabase / Tableau / Power BI | Free-$$$$ | **STEP 6: IMPLEMENTATION ROADMAP** - Week 1-2: Audit current tracking, fix UTM gaps, connect data sources - Week 3-4: Build executive dashboard and first monthly report - Month 2: Add channel dashboards and begin attribution tracking - Month 3: Full reporting system live with automated data pulls - Ongoing: Monthly report delivery on [DAY OF MONTH], quarterly deep dives ## INPUT - **Company**: [COMPANY NAME AND BUSINESS MODEL] - **Marketing channels used**: [LIST ALL ACTIVE CHANNELS] - **Monthly marketing budget**: [TOTAL SPEND] - **Current tools**: [ANALYTICS, CRM, ESP, AD PLATFORMS] - **Reporting audience**: [WHO READS THE REPORTS — CEO/CMO/TEAM] - **Biggest analytics gap**: [WHAT YOU CURRENTLY CANNOT MEASURE]
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[COMPANY NAME][REPORTING AUDIENCE][MONTHLY TARGET][BUSINESS MODEL][RECOMMENDED MODEL][ALTERNATIVE][NAMING FRAMEWORK][CRM NAME][ANALYTICS TOOL][MONTH YEAR][COMPANY SIZE][BUDGET][DAY OF MONTH][COMPANY NAME AND BUSINESS MODEL][LIST ALL ACTIVE CHANNELS][TOTAL SPEND][WHAT YOU CURRENTLY CANNOT MEASURE]Copy and paste into your favorite AI tool
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