◾My Business

📘 Overview

The "My Business" domain is a 360-degree command center designed to provide a unified perspective on the company’s health, scalability, and profitability. By consolidating data across four specialized dashboards, the ecosystem transforms raw transactional data into a strategic roadmap. It allows the business to transition from reactive management to proactive optimization, ensuring that every registration is efficient, every player is valued, and every product is profitable.

The My Business Domain Overview consists of 4 Dashboards:

1. Growth & Market Expansion (The Front Door)

• Purpose: Monitors the velocity and quality of the acquisition funnel.

• Focus: Tracks how effectively marketing spend converts into First Time Depositors (FTDs) and audits the "Time-to-Value" for new cohorts.

• Strategic Goal: To ensure the acquisition "engine" is scaling without bringing in low-quality or "friction-blocked" traffic.

2. Retention & Revenue (The Heartbeat)

• Purpose: Monitors daily financial sustainability and ecosystem stability.

• Focus: Analyzes Net Deposits, House Margins, and the balance between New, Retained, and Reactivated users.

• Strategic Goal: To ensure the business is a "compounding engine" where existing users drive the majority of profit, reducing reliance on expensive new acquisition.

3. Player Value Management (The Precision Engine)

• Purpose: Deep-dives into player segmentation and high-value VIP care.

• Focus: Identifies the Top 1% of users (Whales) and provides tactical "action lists" for churn prevention, birthday gifting, and high-touch intervention.

• Strategic Goal: To protect the most critical revenue streams through personalized relationship management rather than mass automation.

4. Products Management (The Engine Room)

• Purpose: Audits the performance of the content library and betting mechanics.

• Focus: Evaluates Casino and Sport verticals, provider ROI, and the Cross-Sell Matrix to see how players move between products.

• Strategic Goal: To optimize "Lobby Real Estate," ensuring that the most engaging and efficient games are prioritized to maximize player lifetime value.

My Business - Growth & Market Expansion Dashboard:

This dashboard provides the executive team with a high-resolution view of the platform's acquisition health. It is designed to answer three fundamental questions:

1. Is our volume scaling? (Registration & FTD Pacing)

2. Is our onboarding efficient? (Conversion Velocity & Friction Audits)

3. Are we finding the right people? (Early Lifecycle Quality & VIP Prospecting)

Best Practice: This dashboard should be reviewed daily by Marketing and Growth teams to audit campaign ROI, and weekly by Product and Support teams to identify and remove technical friction in the registration and payment funnels.

Daily KPIs Tab:

Serves as the "Conversion Heartbeat" of the business. It is a cohort-based diagnostic tool designed to track time-to-value. Its primary goal is to measure the velocity and efficiency with which new sign-ups are transformed into paying customers (First Time Depositors - FTDs).

Core Pillars

• The Conversion Funnel: Tracks the raw volume of Total Registrations against Total FTDs, providing an immediate health check on your daily acquisition efficiency.

• Time-to-Deposit Segmentation: Categorizes conversions into three critical time horizons:

  • Same Day: Measures immediate "High-Intent" conversion.

  • 2-7 Days: Measures "Consideration" and short-term follow-up success.

  • 7+ Days: Measures "Long-Tail" conversion driven by persistence and nurturing.

• Efficiency Heatmapping: Uses color scales and bar charts to visually distinguish between high-volume days and high-quality conversion days, allowing you to spot anomalies at a glance.

Value to You:

• Onboarding Friction Audit: A dip in Same Day conversion rates is a leading indicator of technical friction or a high barrier to entry in the registration/deposit flow.

• Remarketing ROI: By monitoring the 2-7 Days and 7+ Days buckets, CRM teams can evaluate the true performance of their "Welcome Sequences" and "Nurture Campaigns." If these buckets are growing, your automation strategy is working.

• Revenue Forecasting: By understanding your historical conversion "lag" (e.g., knowing that ~12% of registrations will convert after a week), you can use today’s registration volume to accurately forecast FTD counts for the coming month.

Registrations

The Registration Performance & Pacing tab is your "Growth Compass." Its primary objective is to track user acquisition trends and stability by overlaying current performance against historical baselines. It allows you to determine if your growth is accelerating, slowing down, or maintaining seasonality compared to previous months.

Core Pillars

• Daily Volume Velocity: A high-frequency line graph comparing the current month's daily registrations against the previous month. This identifies specific "payday" spikes or campaign-driven surges.

• Month-to-Date (MTD) Pacing: A cumulative view that provides an "apples-to-apples" comparison. It ignores how a previous month ended and focuses solely on how the current month is performing relative to the same point in time historically.

• Cohort Quality Analysis (FTD vs. RND): A stacked visualization that splits your registration pool into those who successfully deposited (FTD) and those who signed up but remained inactive (RND - Registered, Not Deposited).

Value to You:

• Campaign & Influencer Audit: By identifying sharp daily spikes in the line graph, marketing teams can measure the immediate impact of specific promotions or influencer activities compared to a "business as usual" period.

• Growth Health Assessment: If the current month (blue) is consistently trending above the previous month (green) regardless of spikes, you can confirm healthy, organic growth in your user base.

• Resource & Infrastructure Planning: By predicting when your infrastructure (customer support or server load) will be under the most pressure based on historical volume surges, you can optimize staffing and technical resources.

• Lead Potential Identification: Monitoring the RND segment (Registered, Not Deposited) reveals the size of your "untapped" leads—users who have shown interest but require a targeted CRM nudge to convert into revenue-generating players.

FTDs

This is the primary tool for measuring the economic health of your new acquisitions. It bridges the gap between "getting a sign-up" and "building a player." Its objective is to evaluate the quality of newly acquired paying users by tracking their conversion through the deposit lifecycle, while monitoring for technical friction that prevents high-intent users from completing their first transaction.

Core Pillars

• The Revenue Heartbeat (MoM FTDs): A daily comparative line graph that tracks the accumulation of First Time Depositors (FTDs). It provides immediate context by showing if today’s revenue-driving traffic is beating or trailing the previous month’s baseline.

• The "Stickiness" Funnel (FTD Funnel Trend): A critical loyalty view that tracks the percentage of FTDs who progress to a 2nd and 3rd deposit. This distinguishes between "one-and-done" users (who may be high-cost/low-value) and long-term profitable players.

• Cohort Retention Heatmaps: Two advanced tables that measure the decay of Player Counts and Revenue Amounts over a 5-month horizon. These heatmaps allow you to identify "Power Cohorts"—months where a small group of retained players continues to drive high deposit volumes (the "Whale" effect).

• Friction & Recovery Diagnostics: Tactical "hotlists" that identify users with Failed FTD attempts. This section highlights high-intent users who are actively trying to spend money but are blocked by technical or financial barriers.

Value to You:

• Acquisition Quality Audit: High FTD volume is a vanity metric if the 3+ Deposit Conversion line is trending downward. Use this to identify which marketing sources are bringing in high-value repeat players versus low-quality "bonus hunters."

• Payment Gateway Health: A sudden spike in the Failed FTDs report or a dip in the MoM line is a leading indicator of payment processor outages or localized bugs in the checkout flow.

• Lost Revenue Recovery: The "Last 3 Days Failed Attempts" list acts as a high-priority queue for Customer Support. Since these users have already shown high intent, a manual reach-out with an alternative payment method can recover revenue that would otherwise be lost to competitors.

• LTV Modeling: By cross-referencing Player Retention % with Deposit Amount Retention, you can pinpoint exactly when an acquisition cohort reaches "break-even" and begins generating pure profit.

Quality

This tab is a high-resolution predictive tool designed to monitor how new paying users "settle in" during their first month. By tracking engagement and spending at the 7, 14, and 30-day milestones from the First Time Deposit (FTD) date, this tab provides the business with an early look at the potential lifetime value (LTV) of a cohort before the month is even over.

Core Pillars

• The "Stickiness" Milestone (AVG Active Days): Measures how frequently a new payer returns to the platform in their first month. This identifies the "habit-forming" quality of the onboarding experience.

• Early Monetization (AVG Net Deposit Amount): Tracks the average monetary value contributed per player at specific intervals. This helps distinguish between players who make a single "trial" deposit and those who immediately integrate the platform into their entertainment budget.

• Window-of-Intent Tracking: By breaking data into 7, 14, and 30-day windows, the dashboard reveals exactly when user interest typically peaks or starts to wane.

Value to You:

• Predictive Revenue Forecasting: This is the ultimate "Early Warning" system. By establishing a historical ratio between Day 7 and Day 30 spending, management can use the first week's results of a new marketing cohort to accurately predict its total monthly value.

• The "Honeymoon Phase" Audit: If Active Days are high at the 7-day mark but flatline by Day 30, it indicates that while the initial onboarding is strong, the long-term retention content or loyalty program is failing to maintain momentum.

• Marketing Source Validation: Use this to compare different acquisition periods or channels. If a specific month shows a significantly higher "Net Deposit" at Day 7, you can audit the campaigns from that period to identify and replicate "Whale" traffic sources.

• Smarter Resource Allocation: If the data shows that the majority of engagement occurs within the first 14 days, the CRM and Support teams can "front-load" their best promotional offers and high-touch assistance to maximize that critical window of intent.

Users To Handle

This tab is a "VIP Prospecting Tool" designed for immediate action. Its objective is to isolate high-value users within their first 72 hours on the platform. By identifying brand-new players who exhibit the behavioral and demographic markers of your most profitable historical customers, the business can prioritize "White-Glove" service for the users most likely to become long-term VIPs.

Core Pillars

• VIP Predictive Modeling: Uses a "Top Value Score" to identify potential "Whales" before they fully mature, allowing the business to capture their loyalty early.

• RFM (Recency, Frequency, Monetary) Segmentation: Categorizes these new users based on their immediate activity levels.

  • Example: Users marked as "Promising" or "Need Attention" are identified for specific, high-priority retention workflows.

• Granular Profiling: Provides a snapshot of the user's DNA, including Favorite Product, Age, Country, and Language. This allows for immediate, relevant interaction rather than generic automated messaging.

Value to You:

• White-Glove Onboarding: Use this list as a daily "call sheet" for VIP Account Managers. Direct outreach to a high-potential user within 24 hours of registration can significantly increase their long-term retention and lifetime value.

• Hyper-Personalized Marketing: Prevents "Marketing Fatigue." If a high-potential user is "Casino Only," the team can ensure they aren't bothered with Sportsbook promotions, keeping their attention on the products they actually enjoy.

• Acquisition Source Audit: This is the ultimate test of marketing quality. If a specific ad campaign or country is responsible for 80% of this high-potential list, marketing budgets should be shifted to that source immediately.

• Early Churn & Friction Prevention: Because these users represent the "revenue engine" of the future, they should be cross-referenced with the Failed FTD reports. A technical friction point for a potential VIP is a high-cost business failure.

My Business - Retention & Revenue Dashboard:

This dashboard is the "Financial and Operational Heartbeat" of the business. While other areas focus on bringing players in, this dashboard is dedicated to sustainability and profitability. It monitors the daily flow of capital, the efficiency of your house margins, and the long-term stability of your player ecosystem. It is designed to tell you if you are building a compounding, loyal community or simply managing a high-turnover volume game.

Daily KPIs

This is the "Financial Pulse" of your entire operation. It is a high-density operational table that consolidates financial performance, user engagement, and product-specific volumes into a single daily view. Its primary goal is to provide a unified snapshot of how money flows through the system and how users are interacting with different product verticals.

Core Pillars

• Financial Flow: Tracks the vital movement of capital, including Deposit Amount, Withdrawal Amount, Total GGR (Gross Gaming Revenue), and Total NGR (Net Gaming Revenue).

• Efficiency & Profitability: Monitors the "House Edge" via Margin % and tracks the "Return to Player" via Bonus Cost. This reveals how much profit is being generated versus how much is being given back in incentives.

• Product-Specific Verticals: Separates performance into Casino and Sport segments (Bettors, Bet Amount, and GGR). This allows you to see at a glance which vertical is carrying the business on any given day.

• Engagement Volume: Tracks high-level activity indicators like Active Users, Total Depositors, and Total Bet Amount to gauge the overall scale of daily traffic.

Value to You:

• Bonus Strategy Optimization: By comparing Bonus Cost against Total NGR, you can determine if your current promotions are driving profit or if they are too generous. If NGR is flat but Bonus Cost is rising, it’s time to tighten the incentive strategy.

• Operational Anomaly Detection: The heatmaps (blue shading) allow you to spot "Outlier Days" instantly. For example, a sudden spike in Active Users without a corresponding jump in Total Bet Amount could indicate bot activity or a high volume of free-to-play traffic.

• Profitability & Pricing Audit: Constant monitoring of the Margin % is essential. If it drops significantly below historical averages, it signals a need to investigate whether high-stakes players are winning excessively or if your odds/pricing need adjustment.

• Vertical Performance Benchmarking: Identify seasonal shifts. For example, during major sporting events, you can monitor if the Sport vertical is successfully cross-selling users into the Casino or if the business is becoming too reliant on a single product.

Trends

This tab is the "Sustainability Monitor" for the business. While the Daily KPIs show what is happening right now, this tab provides a macro-view of the ecosystem's health. Its objective is to analyze the "Keep Rate" of incoming cash, the stability of the player base month-over-month, and the specific contribution of different player lifecycles (New vs. Retained) to the total revenue.

Core Pillars

• Cash Flow Efficiency (Daily Deposit Trends): Monitors the relationship between Total Deposits and Net Deposits (Deposits minus Withdrawals). This reveals the "Efficiency Ratio"—the percentage of incoming cash that actually stays in the house versus being paid out immediately.

• Loyalty & Product Mix (Monthly Activity & MoM Retention): Tracks how the user base is distributed across Casino and Sport verticals and, more importantly, how consistently they return. The MoM Retention % is the primary indicator of long-term business stability.

• Revenue Engine Analysis (Users/GGR by Activity Status): Segments the population into New, Retained, and Reactivated categories. By comparing user counts against their GGR contribution, it reveals which group is actually "carrying" the business financially.

Value to You:

• Cash Retention Audit: If Total Deposits are high but the Net Deposit ratio is low, your business is processing high volume but keeping very little profit. This often signals a "High Payout Period" or winning streaks that may hit your monthly targets.

• Business Maturity Check: A healthy, mature business should see Retained users driving the overwhelming majority of revenue. If the business is overly reliant on "New" users for GGR, the model is "leaky" and relies too heavily on constant, expensive acquisition.

• Product Dominance & Pivot Strategy: By monitoring the Monthly Activity Distribution, you can identify shifts in your core audience. If the Casino section is growing while Sport is shrinking, marketing should pivot its content and bonus strategy to prioritize the trending vertical.

• Reactivation ROI: The Reactivated (Green) segment in the GGR chart measures the success of your "win-back" campaigns. If this section is growing, it means your CRM team is successfully bringing back profitable players rather than just "bonus hunters."

• Early Warning for Churn: A downward trend in the MoM Retention line is the most significant indicator of systemic health issues. It signals that you are losing existing users faster than you can replace them, regardless of how many new registrations you generate.

Users To Handle

This tab is the "Triage & High-Touch Intervention" center. While other dashboards focus on the "forest" (the broad population), this tab focuses on the "trees"—the individual outliers who are disproportionately impacting your bottom line. Its objective is to provide VIP, Risk, and CRM teams with a daily action list of players who require manual outreach, incentive adjustments, or security audits based on extreme winning/losing streaks or financial inefficiency.

Core Pillars

• Volatility Outliers (Top Winners & Losers): Provides a granular look at the 20 individuals who most significantly moved the needle on your GGR in the last 24 hours. This identifies both your "revenue engines" (losers) and your "financial risks" (winners).

• Bonus Efficiency Audit: A promotional health report that identifies "bonus hunters" and "high-cost" players. It benchmarks the rewards given against the revenue generated (Bonus/GGR ratio) to ensure marketing spend is justified.

• Liquidity & Whale Tracking: A high-value auditing tool that monitors the top 100 depositors. It tracks the Net Deposit/Deposit Ratio to distinguish between users who keep money in the ecosystem and those who "cycle" funds frequently.

Value to You:

• "Bad Luck" Retention: Use the Top Losers list to identify high-value players (e.g., "Champions") at risk of "rage-quitting" or churn. A timely "consolation" bonus or cashback offer can bridge the gap and keep them engaged.

• VIP Engagement Triggers: When a top-tier player appears on either the winning or losing list, it serves as a trigger for a personal touchpoint. Congratulating a win or softening a blow builds the kind of brand loyalty that automated emails cannot achieve.

• Bonus Abuse & Risk Mitigation: High Bonus/GGR or Bonus/Deposit ratios (often highlighted in red) indicate users who are "too expensive" for the business. These individuals can be excluded from automated promotions to protect your margins.

• Financial Efficiency & AML Monitoring: A very low or negative Net Deposit ratio in a high-volume depositor might suggest "Money Cycling." This identifies users who are costing the business excessive transaction fees or potentially require an AML (Anti-Money Laundering) compliance review.

• System Integrity Checks: Sudden, massive wins from "Low" value or previously inactive players are a primary indicator of potential system exploits, bonus abuse, or game-integrity issues that need immediate investigation.

My Business - Player Value Management Dashboard:

The Player Value Management dashboard is the "Precision Engine" for your user base. While other areas of the business focus on raw volume, this dashboard is dedicated to Value Intelligence. Its primary goal is to move the business away from "average" thinking by segmenting the population into four distinct tiers of worth (Top, High, Medium, and Low). It identifies your most critical revenue drivers and provides the tools to protect, grow, and reactivate them through high-touch, data-driven intervention.

Daily KPIs and Trends

This tab is the primary segmentation engine of the business. Its objective is to move away from "average" metrics and reveal the massive disparity in profitability between different user tiers (Top, High, Medium, and Low). By analyzing both the daily operational activity and the macro-distribution of revenue, this tab allows management to see exactly how dependent the business is on high-value "Whales" (the Pareto Principle) and whether specific segments are growing or at risk.

Core Pillars

• Value Score Segmentation: A daily breakdown of Deposit Amount, Active Users, and GGR per User across four tiers of worth. This highlights the "Revenue Gap," showing how much more a single "Top" player contributes to the bottom line compared to the average user.

• Volume vs. Value Distribution: Side-by-side comparative charts that contrast the physical size of your player base (User Count %) against their actual revenue contribution (GGR %).

• Segment Density & ARPU: Monitors the "size" of each tier against its Average Revenue Per User. This ensures you are not just tracking total active users, but the quality of those active users.

• Tier Concentration Risk: Visualizes the "dependency" of your business. A high concentration of revenue in a small "Top" segment indicates a "Whale-dependent" model that requires high-touch protection.

Value to You:

• Verify the 80/20 Rule: If the "Top" and "High" segments make up only a small fraction of users but drive the overwhelming majority of revenue, your primary business goal should be retention and protection of those tiers rather than just growing total user volume.

• Tiered Marketing & Budgeting: Use this tab to justify different marketing spends. High-value segments deserve high-touch, personalized VIP offers, while lower-value segments are more efficiently managed through low-cost, mass automation.

• Risk & Segment Health Monitoring: If you notice the GGR per User in the "Top" segment is declining while user counts remain stable, it is a critical lead indicator of a future revenue drop. It suggests your biggest spenders are losing interest or being lured away.

• Support Resource Prioritization: Use these segments to route technical and support resources. A support ticket from a "Top" user should theoretically be prioritized over a "Low" user to protect high-value revenue streams.

Top Value Segment

This tab is a high-resolution deep dive into the most profitable 1% of your user base. While other reports treat the "Top" tier as a single block, this tab performs a Lifecycle and Behavioral Drill-down to understand the specific DNA of your VIPs. Its objective is to help the business maintain the health of its core "revenue engines," optimize the reactivation of former big spenders, and ensure that the VIP experience is perfectly aligned with player preferences.

Core Pillars

• Top-Tier Lifecycle Dynamics: Breaks down your highest-value segment by activity status (Retained, New, or Reactivated). This distinguishes between established "Core VIPs," newly acquired "Whales," and big spenders who have recently returned from a hiatus.

• Profitability Variance (ARPU): Tracks the average daily profitability (GGR) per user within these lifecycle statuses. This reveals whether your core VIPs are increasing their spend or if your new high-value acquisitions are meeting historical benchmarks.

• Product Affinity & Behavioral DNA: Provides a product-specific breakdown (e.g., Slots vs. Crash Games) specifically for the Top segment. This identifies the "content backbone" that keeps your VIPs engaged.

• Loyalty & Risk Profiling (RFM): Uses Recency, Frequency, and Monetary (RFM) modeling to categorize VIPs into actionable buckets such as "Champions" (active/loyal), "Promising" (growing), or "At Risk" (slipping).

Value to You:

• Identify High-Value Flight Risk: This is your primary "Cooling Off" monitor. If the volume of Retained VIPs is steady but their average GGR begins to trend downward, it is a leading indicator that your core players are losing interest, signaling a need for immediate manual intervention by a VIP manager.

• VIP Content Curation: Use the product preference data to ensure your VIP lobby, promotional banners, and exclusive tournament invites are aligned with what your top spenders actually play.

• Optimize Reactivation ROI: By monitoring the "Reactivated" GGR line, you can judge the quality of your "win-back" campaigns. If reactivated users show a higher average GGR than steady players, it indicates that your most profitable players may benefit from specific, periodic incentives to return and "spend big."

• Targeted VIP Incentives: Move away from generic bonuses. Use the RFM status to tailor offers: "Champions" might receive loyalty rewards or exclusive access, while "At Risk" or "Need Attention" players require heavy re-deposit incentives to prevent churn.

• Acquisition Audit for "New Whales": Monitor the quality of new high-value sign-ups. If you see high volumes of "New" Top users but their average GGR is significantly lower than your historical averages, your marketing may be attracting "medium-tier" players who are being over-scored.

Top Value users to handle

This tab serves as the "Emergency Response" and "Relationship Management" layer of your VIP strategy. Its objective is to move from passive observation to proactive intervention. It provides VIP hosts and account managers with a tactical "call sheet" of your most valuable assets who are either showing signs of fading interest, exhibiting "intent signals" to return, or celebrating personal milestones.

Core Pillars

• Churn Prevention (The "Decline" Monitor): Identifies Top Users who have entered high-risk segments like "About To Sleep" or "At Risk." These players are technically still active but exhibit a clear, measurable decline in frequency or volume that precedes a total exit.

• Reactivation Potential (The "Intent Signal"): A real-time monitor of VIPs who have stopped depositing but have recently logged in. This identifies users who are "window shopping"—they are engaged enough to browse, but haven't yet committed new funds.

• Engagement Milestones: Tracks the specific "Last Deposit" and "Last Online" dates to determine the exact window of inactivity, allowing for perfectly timed outreach.

• VIP Birthday Management: A high-touch loyalty tool that highlights your most profitable players celebrating a birthday today. This provides a natural, non-intrusive touchpoint for personalized marketing.

Value to You:

• Preventative VIP Outreach: For users on the Churn Prevention list, a personal message from a VIP host mentioning their "Fav Product" or "Fav Casino" can re-ignite interest and secure loyalty before they stop playing entirely.

• Strike While the Iron is Hot: The Reactivation Potential list is a high-priority "Real-Time" queue. Because these users were online today (or very recently), an automated pop-up or a limited-time "Welcome Back" bonus delivered while they are currently browsing has a massive conversion probability.

• High-Value "Win-Back" Opportunities: A birthday is the highest-probability win-back opportunity of the year. For a VIP in the "At Risk" or "Hibernating" segment, a tailored "Happy Birthday" gift can break a long period of inactivity and bring them back into the "Champion" fold.

• Data-Driven Gifting (KYC): Use the "Favorite Product" column to ensure rewards are relevant. Gifting a user something they never play (e.g., Poker chips to a Slots player) is a wasted opportunity; aligning the gift with their preferences demonstrates true "Know Your Customer" awareness and solidifies the VIP-Host relationship.

My Business - Products Management Dashboard:

The Products Management dashboard is the "Engine Room" of your platform's gaming and wagering verticals. While other dashboards focus on the players, this dashboard focuses on the content and mechanics. Its primary goal is to audit the health of your product library—spanning both Casino and Sport—to ensure that the "games on the shelf" are profitable, engaging, and technically stable. It provides the data necessary to optimize lobby placement, manage third-party provider relationships, and understand how players move between different betting categories.

Casino

This tab objective is to audit the health of your content library and analyze how players interact with specific game mechanics. By evaluating performance at the provider, category, and individual game levels, this tab allows the business to optimize "Lobby Real Estate," manage commercial relationships with software developers, and understand the behavioral correlations that drive product stickiness.

Core Pillars

• Operational Heartbeat (Daily Activity): Tracks the daily scale of play by measuring the relationship between user volume and betting intensity. It monitors Margin % and GGR per User to ensure the "game math" remains stable and profitable.

• Content & Provider Analytics: A granular performance view that categorizes games by mechanic (e.g., Video Slots, Crash Games) and developer. It distinguishes between "High-Frequency" titles (many small bets) and "High-Stakes" titles (large individual wagers).

• The Cross-Sell Matrix: A behavioral correlation map that tracks player migration. It shows where users spend their time relative to their "Favorite" category, revealing which products naturally bundle together.

• Provider Market Share & Dependency: Visualizes the "footprint" of each game supplier. It tracks which partners drive the most unique players versus those driving the most financial weight, highlighting your level of vulnerability to a single vendor.

• Intensity & Appetite Trends: Compares volume (Total Bettors) against "Quality of Play" (Average Bet Size). This helps identify when player behavior is shifting—such as moving toward low-volatility games or exhibiting high-roller "Whale" activity.

Value to You:

• Lobby Merchandising & ROI: Use Yield Efficiency (GGR/User) and Active User metrics to decide which games get "front-page" visibility. High-volume "Whale Magnets" should be prioritized in your lobby banners to maximize revenue.

• Commercial Leverage: Use the Provider Trend data to assess the ROI of your third-party contracts. If a provider has a massive bet volume but very low margin compared to others, you have the data needed to support commercial renegotiations.

• Churn Resilience through Breadth: The Cross-Sell Matrix helps identify players with low "Product Breadth." Players who engage in multiple categories are historically more resilient to churn; use this data to route personalized promotions that nudge "Slots-only" players toward "Live Table" games.

• Technical & Integrity Monitoring: Sudden "gaps" or "dips" in a specific provider's color band in the market share trend serve as definitive indicators of a technical outage or API failure. Similarly, sharp fluctuations in Margin % can signal game-integrity issues or "unlucky" payout streaks that require investigation.

• VIP/Whale Detection: Watch for a "decoupling" in the trends—where Total Bet Amount spikes while Bettors remain steady. This is a clear signal of high-roller activity that should be cross-referenced with the Player Value Management lists for immediate VIP engagement.

Sport

This tab is the "Operational Heartbeat" of your sportsbook vertical. Its objective is to track the health and intensity of sports betting activity, allowing the business to monitor how the sporting calendar dictates engagement. By analyzing wagering patterns, stake sizes, and re-betting behavior, this tab helps management distinguish between "casual" weekend volume and high-stakes "sharp" activity, ensuring the book remains balanced and profitable.

Core Pillars

• Scale of Participation & Volume: Tracks Unique Users and Total Bet Amount (Gross Handle) to show the daily reach and financial weight flowing through the sportsbook.

• Wagering Intensity: Measures Bet Count per User and Bet Amount per Single Bet. This reveals the "Quality of Play"—specifically how many slips a player fills out versus the average stake size per ticket.

• Sporting Performance Trends: A side-by-side visualization of volume (Bettors) against handle (Bet Amount). This clarifies the "Reach vs. Revenue" relationship, identifying whether growth is coming from more people playing or existing players betting larger amounts.

• Intensity & Quality Analysis: Compares the Bet Amount per User against the Bet Amount per Single Bet. This highlights re-betting behavior, such as high engagement in parlays, bet-builders, or in-play betting.

Value to You:

• Sporting Calendar Correlation: Sportsbook activity is highly cyclical. Use these views to measure the ROI of major matchdays (e.g., Champions League or major derbies). If you see a spike in users but a drop in average stake, you are successfully attracting a "casual" mass-market audience.

• Risk & Trading Management: Keep a close eye on the Bet Amount per Single Bet. A sharp, sudden increase in this metric often signals that "high-rollers" or "sharp" bettors are heavily active on a specific event, requiring closer monitoring by your trading and risk teams to protect the book.

• Marketing & Promo Effectiveness: Use the Bet Count per User to judge the success of bet-builders or "odds boost" promotions. A successful campaign should ideally increase the number of bets placed per person, deepening their engagement with the platform.

• Re-betting Behavior Audit: Monitor the gap between Bet Amount per User and Bet Amount per Single Bet. If the "per User" line rises significantly faster than the "per Single Bet" line, it means users are placing more individual bets (churning their wallet into parlays or in-play) rather than just placing one large wager.

• Anomaly Detection: Sharp peaks in the Sport Bettors line without a proportional peak in handle suggest that recent marketing efforts might be attracting many small-stakes players, which is good for volume but may require different retention strategies than high-value "Whale" traffic.