Rippling is a multi-product workforce management platform serving SMB and mid-market companies through products across HRIS, Payroll, Benefits, IT, Spend, and identity/device management. The company has strong land-and-expand potential because many customers start with one or two modules, but attach rates vary widely by segment.
You are a Product Growth Analyst working with Rippling's growth and product teams. Leadership wants a segmentation strategy to identify which existing customers are the best cross-sell targets for additional Rippling products over the next 2 quarters. Today, cross-sell campaigns are mostly broad-based and product-led surfaces inside Rippling are not personalized by account type.
Internal analysis shows three issues: (1) only 22% of customers use 3 or more Rippling products, (2) cross-sell conversion from generic in-app prompts is 1.8%, and (3) sales capacity is limited, so not every account can receive high-touch outreach. You have account-level data such as company size, industry, current Rippling product adoption, admin activity, employee growth, support tickets, and renewal timing.