Skill UI

This skill provides a rigorous, operational framework for product and user research. It helps researchers select the appropriate study method (generative, evaluative, validation) based on goals and product stages. It also calculates defensible sample sizes and saturation levels, and synthesizes raw observations into governed, evidence-based insights, ensuring all findings are rooted in cross-participant recurrence.

This skill queries and interprets the advanced Google Search Console AI Performance Report, covering both AI Overviews and AI Mode impressions and pages. It helps marketers baseline a brand's visibility in generative AI search results, assess performance by country, device, and date, and strategically decide on the in-Search-Console AI opt-out toggle. Essential for managing modern search attribution.

This guide helps researchers refine and elevate preliminary marketing findings into high-impact, publishable questions suitable for JAMS. It teaches the rigorous standards required for a question to be broad, theoretically generative, and managerially consequential, ensuring proper positioning against competing academic journals.