A global hospitality giant whose digital platform serves as the primary engine for reservations and customer engagement. With properties spanning the globe, the client relies on high-concurrency web traffic to drive premium lodging and vacation sales.

The client’s existing analytics setup failed to provide the accuracy required for high-stakes executive decision-making.

• Bot-Inflated Metrics: Inability to distinguish bot traffic from genuine guests caused spikes that skewed conversion rates and performance KPIs.
• Marketing Blind Spots: Unclassified campaign data led to a large volume of "unspecified traffic," making it impossible to calculate true channel ROI.
• Funnel Opaque Zones: A lack of granular tracking meant the client could not identify exactly where guests were dropping off in the multi-step booking flow.
• Reporting Silos: Difficulty in consolidating behavioral, revenue, and satisfaction data into a single, leadership-ready dashboard.

We designed a measurement framework aligned with key business KPIs, translated into a detailed Solution Design Reference (SDR). We utilized Adobe Launch for full-funnel tagging to capture data points including room category, stay duration, and revenue.

• Full-Funnel Implementation: Tracked every stage of the journey: Search → Select → Guest Details → Add-Ons → Payment → Confirmation.
• Advanced Data Cleansing: Conducted bot analysis to create detection segments for abnormal hit rates and suspicious referrers, ensuring "Clean Traffic" views.
• Automated Classification: Configured a Classification Rule Builder with regex logic to auto-capture new campaign keys, ensuring perfect marketing attribution.
• Cross-Tool Integration: Unified behavioral analytics with customer satisfaction data from Qualtrics and visualized the results in Power BI and Adobe Analysis Workspace.
• Privacy & Governance: Enforced strict data policies, including hashed booking IDs and revenue deduplication logic to ensure compliance and data accuracy.

The platform focuses on high-precision tracking and executive visibility:

• Calculated Metrics Engine: Configured custom metrics such as Average Booking Value (ABV), Revenue Per Session (RPS), and Funnel Conversion Rate (CVR).
• Traffic Anomaly Investigation: Traced data discrepancies to specific mobile OS versions and normalized historical baselines for consistent reporting.
• Adobe Report Builder: Automated the delivery of complex Excel-based executive reports, combining revenue and engagement metrics.
• Merchandising Variable Tracking: Captured granular details on selected add-ons, taxes, and property types to fuel Cross-sell/Upsell initiatives.

• Single Source of Truth: Provided a unified view of digital booking performance, enabling confident, data-driven reinvestment in high-performing channels.
• Friction Identification: Pinpointed specific user friction points within the booking flow, providing a roadmap for Conversion Rate Optimization (CRO).
• Enhanced ROI Tracking: Automated classification has provided the marketing team with a clear view of which campaigns drive the highest value guests.
• Scalable Governance: Established a standardized SDR that can be easily extended as the brand launches new properties or digital features.