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Practical guide

Analytics and Reporting

How analytics and reporting works in betting: key metrics, financials, player behavior, export to CSV/API and integration with BI systems.
Expert Stanislav Anisimov

In the betting world, every click is data. Powerful analytics and reporting modules are needed for the platform to evolve, make strategic decisions and meet regulatory requirements. They provide transparency, flexible control, real-time response to trends and support for business processes in real time.

Main areas of analytics

Section What's being tracked
User activity Number of players, sessions, retention, returns
Finance and Transactions Deposits, withdrawals, holds, bonuses, net income
Rates and margins Number of bets, average amount, popular markets, ROI
Bonuses and promos Use, efficiency, wagering, fraud
Fraud and risks Suspicious activity, arbitration, blocking
Legal reporting For auditors, licensing authorities, tax

Output formats and methods

Export to CSV, XLSX, PDF by filters and categories

API access to reports and metrics (by token/IP)

Visualization in the dashboard inside the admin panel

Integration with BI systems: Power BI, Looker, Tableau

Automatic Download Scheduler (days/weeks)

Key platform metrics

GGR / NGR (Gross и Net Gaming Revenue)

LTV and ARPU by segment

Traffic Channel Conversion

Average session time, number of bets per user

Margins by sport and event

Losses on fraud and technical failures

Security and access control

Rights differentiation: marketing, trading, finance, audit

Logs for accessing reports and uploads

Built-in filters by time, region, currency, traffic

Storing copies of uploads and activity logs

Support for encryption and digital signature for legal purposes

Business benefits

Fast and informed data-driven solutions

Predicting player behavior and betting volumes

Simplifying regulatory reporting

Optimization of marketing and bonus load

Track issues before they scale


Analytics are not just numbers, but the foundation for growth. A betting platform that can see the real picture on players, finances and risks becomes competitive, stable and resistant to any market fluctuations.