Handle edge cases in analytics

**Problem**
When working with store, the error messages could be more descriptive.

**Suggestion**
Improve error handling and add detailed error messages.

**Context**
This would help with debugging and maintenance.

Start by locating the store implementation and its existing error-handling paths, then trace how those errors are surfaced to the terminal. The issue does not name files or tests, so first identify the relevant entry points and current message behavior. Done means store-related failures provide more descriptive error messages and the affected behavior is verified.

Written by the indexing model from the issue text.