customer-research

To synthesize customer insights across multiple sources, the skill identifies the customer question and applies a tiered source approach. It gathers official docs, CRM data, and team communications to corroborate findings and return a structured synthesis.

Cross-referencing customer tickets and knowledge bases is best handled by centralizing multi-source research. The skill aggregates evidence to deliver a confidence-scored answer for product feedback clarifications and account context research.

Confidence scoring works by combining findings across various sources and assigning a clear confidence level. The skill evaluates official docs, CRM records, and external references to corroborate the evidence supporting the final answer.

Yes, you can use this approach for customer success inquiries without manual checks. The skill automates cross-referencing across docs, tickets, and knowledge bases, returning a structured synthesis with direct answers and recommended next steps.

The structured synthesis returned for customer research includes a direct answer, confidence level, supporting evidence, caveats, and recommended next steps. This format ensures researchers receive comprehensive, actionable context.