Unifying Online and Offline Sales Channels for Accurate Revenue Attribution
The client, a credit repair services provider, sold through offline telecalling and online lead generation at the same time. This case study follows the work of bridging those channels so revenue could be attributed accurately, using data integrations across platforms that let the client quantify the impact of their online efforts and sharpen the overall sales strategy.
Challenges
Operating in a dual sales environment posed a significant challenge for our client. Balancing offline telecalling strategies with online lead generation efforts led to difficulties in attributing revenue accurately. Without a robust system in place, the client lacked a clear understanding of how much of their revenue could be attributed to their online endeavors, restricting their ability to allocate resources effectively.
Our solution
To address the challenge of operating in a dual sales environment, we devised a solution that streamlined our client's operations and data management:
- Data integration: We established a data integration pipeline, connecting Salesforce with Snowflake. This integration allowed for a unified view of sales data, bridging the gap between offline telecalling strategies and online lead generation efforts.
- Data mapping: Utilizing reverse ETL via RudderStack, we meticulously mapped offline sales data to online traffic. This process provided insights into customer journeys and facilitated precise revenue attribution.
- Real-time tracking: We implemented revenue tracking events on the client's website using Google Tag Manager (GTM). This enabled real-time monitoring of revenue generation from online channels.
- Behavioral insights: Through Google Analytics 4 (GA4) and Looker Studio, we created user behavior funnels. These tools offered visualizations and analytics to identify critical touchpoints in the sales process, enabling optimization.
Results
Our approach to the dual sales environment yielded measurable results for our client:
- Clear revenue attribution: By syncing data from Salesforce to Snowflake and implementing reverse ETL through RudderStack, our client gained a precise understanding of how their offline sales and online lead generation efforts were interconnected. That clarity let them accurately assess the impact of online activities on overall revenue.
- Real-time revenue monitoring: With revenue tracking events in Google Tag Manager, our client gained real-time visibility into the revenue generated from online channels, which supported faster decisions on where to spend.
- Better resource allocation: With clear attribution and user behavior insights, our client invested in the online channels that were driving revenue growth while fine-tuning their offline telecalling strategies.
- Increased revenue: Accurate attribution, real-time monitoring, and the optimized sales strategy together produced a notable increase in revenue, and a tangible return on the investment in the data work.
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