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- **Shows:** Total marketing spend ($36.00M)
# Marketing Analytics Dashboard - User Guide ## π Dashboard Widgets & Their Purpose ### **Executive Summary Page** #### 1. **KPI Cards (8 Total)** **Top Row:** - **Spend Card** - **Shows:** Total marketing spend ($36.00M) - **Why it matters:** Your total budget allocation across all channels. Helps track if you're on pace with quarterly/annual budgets. - **The change %:** Shows if spending increased or decreased vs. last month (green β² = increase, red βΌ = decrease) - **Sparkline:** Mini trend chart showing 12-month spending pattern at a glance - **CPM (Cost Per Mille) Card** - **Shows:** Average cost to reach 1,000 impressions ($405K) - **Why it matters:** Efficiency metric - lower CPM means you're paying less to reach people. Critical for budget optimization. - **Use case:** Compare CPM across channels to identify the most cost-effective platforms - **CTR (Click-Through Rate) Card** - **Shows:** Percentage of people who clicked your ads (10.5%) - **Why it matters:** Measures ad relevance and appeal. Higher CTR = more engaging creative. - **Benchmark:** Industry average is 2-5%, so 10.5% is excellent performance - **CPC (Cost Per Click) Card** - **Shows:** Average amount paid for each click ($4K) - **Why it matters:** Direct cost of user engagement. Lower is better for budget efficiency. - **Decision point:** If CPC is rising, you may need to refine targeting or improve ad quality **Bottom Row:** - **Video Views Card** - **Shows:** Total video ad views (93K) - **Why it matters:** Brand awareness metric. Video content drives higher engagement than static ads. - **Action item:** If views are declining, consider refreshing video creative - **Impressions Card** - **Shows:** How many times your ads were displayed (890K) - **Why it matters:** Reach metric - higher impressions = more eyeballs on your brand. - **Balance:** High impressions with low CTR might indicate poor targeting - **Conversions Card** - **Shows:** Total desired actions taken (791 conversions) - **Why it matters:** THE bottom-line metric. This is people actually buying/signing up/downloading. - **Critical for:** ROI calculation and campaign success measurement - **Conversion Rate Card** - **Shows:** Percentage of clicks that convert (9.8%) - **Why it matters:** Efficiency of your landing pages and user journey. Industry average is 2-5%. - **Optimization:** If rate drops, check landing page experience, not just ad performance #### 2. **Channel Performance Chart (Multi-Line Graph)** **What it shows:** - 4 colored lines tracking impressions over 12 months - Purple: Programmatic advertising - Pink: Paid Search (Google Ads) - Cyan: Paid Social (Facebook, LinkedIn) - Green: Organic traffic **Why it matters:** - **Trend identification:** See which channels are growing or declining - **Seasonality patterns:** Spot peak periods (e.g., July spike in the image) - **Channel mix:** Ensure you're not over-reliant on one channel - **Budget allocation:** Shift spend toward trending-up channels **How to read it:** - Peaks = high performance periods - Valleys = optimization opportunities - Crossing lines = shifting channel effectiveness #### 3. **Channel Performance Table** **Columns:** - **Channel:** Marketing channel name - **Impressions:** Current month total - **% Ξ:** Month-over-month change - **CTR:** Click-through rate - **% Ξ:** CTR change **Why it matters:** - **Quick comparison:** See all channels at once - **Performance ranking:** Identify best/worst performers - **Trend spotting:** Negative % changes need investigation **Real-world use:** - Programmatic showing -4.2%? Check if bids need adjustment - Paid Search at 30.7% impressions growth? Consider increasing budget #### 4. **Data Source Performance Table** **What it shows:** - Individual ad platforms (Amazon Ads, Facebook, Google, etc.) - Granular metrics per platform **Why it matters:** - **Platform comparison:** Facebook vs Google vs LinkedIn - which delivers better ROI? - **Budget distribution:** Allocate more to high-performing platforms - **Contract negotiations:** Use data to negotiate better rates with platforms **Actionable insights:** - Amazon showing 201% impressions growth? Scale up investment - LinkedIn at -10% CTR? Time to refresh ad creative #### 5. **Campaign Performance Table** **What it shows:** - Individual campaign names - Campaign-specific metrics - 10 concurrent campaigns **Why it matters:** - **Campaign optimization:** Kill underperformers, scale winners - **Creative testing:** Compare different messaging approaches - **A/B testing results:** See which campaigns resonate with audience **Day-to-day usage:** - "Business-focused zero tolerance" at 10.42% CTR? Use similar messaging - Campaign showing consistent "-"? It's stagnant - refresh or pause it --- ## π― How to Use This Dashboard Day-to-Day ### **Monday Morning Routine (15 minutes)** 1. **Check KPI Cards** - Are all metrics green (β) or red (β)? - Quick health check: Is spend on track? Are conversions growing? 2. **Review Channel Performance Chart** - Any sudden drops or spikes? - Identify channels needing attention this week 3. **Scan Performance Tables** - Note campaigns with declining CTR (need creative refresh) - Flag platforms with high CPC (optimization opportunity) **Action Items:** - Create task list for underperforming channels - Schedule creative team meeting if multiple campaigns declining --- ### **Mid-Week Check (Wednesday, 10 minutes)** 1. **Navigate to Channel Performance Page** - Use sidebar: Click "Channel Performance" - Multi-select channels to compare - Review trend charts 2. **Data Source Deep-Dive** - Click "Data Source Performance" in sidebar - Select individual platform from dropdown - Analyze impressions and CTR trends **Questions to ask:** - Is the mid-week performance tracking to month-end goals? - Do we need to adjust bids or budgets before Friday? --- ### **Weekly Review Meeting (Friday, 30 minutes)** 1. **Executive Summary Analysis** - Present KPI cards to team - Highlight week-over-week changes - Compare sparklines to spot trends 2. **Channel Strategy Discussion** - Share channel performance chart - Discuss budget reallocation based on data - Plan next week's tests 3. **Campaign Review** - Campaign Performance table open - Identify top 3 and bottom 3 performers - Decide: pause, optimize, or scale each campaign **Deliverables:** - Action plan for underperforming campaigns - Budget reallocation recommendations - Creative brief for new campaigns --- ### **Month-End Analysis (60 minutes)** 1. **Full Data Export** - Review entire 12-month trend (all pages) - Calculate month-over-month growth rates - Prepare executive report 2. **Strategic Planning** - Identify seasonal patterns in channel chart - Plan budget allocation for next month - Set targets based on historical performance 3. **Stakeholder Communication** - Screenshot key metrics (KPI cards) - Export tables for detailed reports - Present ROI calculations to leadership --- ## π‘ Real-World Scenarios ### **Scenario 1: Budget Cuts** **Problem:** Need to reduce spend by 20% **How to use dashboard:** 1. Check Channel Performance table 2. Identify lowest CTR and highest CPC channels 3. Reduce spend on underperformers (e.g., Organic at -8%) 4. Maintain spend on high-performers (Paid Search at 30.7% growth) --- ### **Scenario 2: Campaign Underperformance** **Problem:** Conversions dropping week-over-week **How to use dashboard:** 1. Executive Summary β Check Conversion Rate card 2. Campaign Performance table β Sort by CTR 3. Identify campaigns with "-" (no change) or declining CTR 4. Data Source Performance β Check if issue is platform-specific **Action:** Pause low-CTR campaigns, reallocate budget to proven winners --- ### **Scenario 3: New Platform Evaluation** **Problem:** Deciding whether to invest in TikTok Ads **How to use dashboard:** 1. Review current Data Source Performance 2. Compare Facebook (social) vs Google (search) performance 3. Check social media CTR benchmarks (Paid Social: 10.28%) 4. Use historical data to project TikTok potential **Decision criteria:** If Paid Social performing well, TikTok likely worth testing --- ### **Scenario 4: Seasonal Planning** **Problem:** Preparing for Q4 holiday push **How to use dashboard:** 1. Channel Performance Chart β Identify last year's Q4 patterns 2. Note which channels spiked (e.g., July peak in image) 3. Executive Summary β Calculate budget needed for similar growth 4. Campaign Performance β Review what creatives worked **Strategy:** Pre-allocate 30% more budget to historically high-performing months --- ## π Dashboard Navigation Tips ### **Sidebar Menu Structure** **Marketing Insights β Cross Channel** - Executive Summary (main overview) - Channel Performance (deep-dive by channel) - Channel Segments & Trends (future feature) **Paid Ads x Google Analytics** - Integration points (navigation items) - Quick links to detailed views ### **Filter & Interaction** - Date range: Currently showing Jan-Dec 2023 - Multi-select: Channel Performance page allows selecting specific channels - Dropdown filters: Data Source page for platform selection - Hover charts: Interactive tooltips on all graphs --- ## π Key Metrics to Watch Daily ### **Red Flags (Immediate Action Required)** - Conversion Rate drops below 5% - CPC increases >20% week-over-week - Any channel shows -30%+ decline in impressions - Campaign CTR below 2% ### **Green Flags (Scale Opportunities)** - CTR above 15% - Conversion Rate above 12% - Impressions growing +50% month-over-month - CPC decreasing while conversions stable ### **Yellow Flags (Monitor Closely)** - Spend increasing but conversions flat - Impressions up but CTR down (targeting issue) - Single channel dominating >60% of conversions (risk) --- ## π Best Practices 1. **Daily:** Quick 5-minute KPI check each morning 2. **Weekly:** 30-minute deep-dive on channel performance 3. **Monthly:** Full strategic review with team 4. **Quarterly:** Historical analysis and trend forecasting 5. **Always compare:** - This month vs last month - This year vs last year (when available) - Channel vs channel - Campaign vs campaign 6. **Document decisions:** - Why budgets were shifted - What creative changes were made - Platform-specific optimizations 7. **Share insights:** - Export tables for reports - Screenshot trends for presentations - Use data to justify budget requests --- ## π Advanced Usage ### **For Marketing Managers:** - Focus on Executive Summary for team meetings - Use Channel Performance for budget allocation - Campaign Performance for creative direction ### **For Analysts:** - Deep-dive into Data Source Performance - Export data for additional statistical analysis - Track week-over-week trends ### **For Executives:** - Executive Summary KPI cards tell the full story - Focus on conversion metrics and ROI - Use sparklines for at-a-glance trend awareness --- This dashboard transforms raw marketing data into actionable insights, enabling data-driven decisions that improve campaign performance and maximize ROI. πβ¨
- Without a harness, you **can't compare** prompts, models, retrieval configs, or costs.
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<img width="1388" height="298" alt="full_diagram" src="https://github.com/user-attachments/assets/12a2371b-8be2-4219-9b48-90503eb43c69" />
A list of all public EEG-datasets. This list of EEG-resources is not exhaustive. If you find something new, or have explored any unfiltered link in depth, please update the repository.