AI Agents as Research Participants
Synthetic AI agents can replace human research participants for some questions, but not all.
Pick the right analytical tool before you pick the data—or watch your insights collapse.
Synthetic AI agents can replace human research participants for some questions, but not all.
Large organizations ditched agencies for speed, and AI flipped the economics permanently.
Different study types demand different sample sizes, from five to hundreds.
Moderated testing reveals why users struggle; unmoderated shows how many do.
AI now lets researchers analyze hundreds of sessions instead of dozens before insights get lost.
AI probes in real time, but a sharp discussion guide still carries all the weight.
Catching usability problems in design costs hours; catching them after launch costs weeks and churn.
AI-moderated research and synthetic panels compress global testing into a launch timeline.
Four variables determine whether your UX research method scales.
Research between releases prevents decisions from defaulting to guesswork.
Traditional recruitment was built for episodic studies, not continuous team-speed research.