NN/g's short video version, perfect for aligning a co-founder in five minutes.
Synthetic Users: AI "Participants" (video)
Nielsen Norman Group 2024
Watch on YouTube youtube.com →No, but they have real uses. Synthetic users (AI-generated respondents) are good for desk research, generating hypotheses, rehearsing interview guides, and cheap early exploration, and over half of professional researchers now use them somewhere in their process. They fail exactly where founders need truth most: they give overly agreeable, plausible-sounding feedback and cannot reveal surprising real-world behaviour, so use them to sharpen the questions you then take to real customers, never to answer them.
20 resources.
NN/g's short video version, perfect for aligning a co-founder in five minutes.
Nielsen Norman Group 2024
Watch on YouTube youtube.com →The optimist's case, useful to understand what proponents claim before you judge.
Conference talk (YouTube) 2025
Watch on YouTube youtube.com →A balanced explainer of the synthetic research landscape for newcomers.
YouTube creator (UX research) 2025
Watch on YouTube m.youtube.com →A cognitive scientist answers the exact questions founders ask about synthetic users.
UserTesting (Dr. John Whalen) Oct 2025
Listen on Apple Podcasts podcasts.apple.com →A founder building synthetic-respondent tech explains the science and the guardrails.
Pragmatic Institute May 2025
Open pragmaticinstitute.com →The most rigorous practitioner treatment of when synthetic users help and when they mislead.
Nielsen Norman Group 2024
Open nngroup.com →Actual empirical studies measuring how far AI-simulated behaviour diverges from real users.
Nielsen Norman Group 2025
Open nngroup.com →The sharpest critique: synthetic research borrows the authority of science without its standards.
ACM Interactions 2025
Open interactions.acm.org →The industry-adoption view, including where synthetic data already works in production research.
Forbes Tech Council Sep 2025
Open forbes.com →Clean side-by-side of researched personas versus AI-generated ones.
Interaction Design Foundation 2025
Open ixdf.org →An enterprise consultancy's measured take on synthetic consumer research.
Cognizant 2025
Open cognizant.com →A field survey of who is actually using synthetic research and for what.
Christopher Silvestri (Conversion Alchemy) 2025
Open christophersilvestri.com →The insights industry's own debate about synthetic respondents, from inside the profession.
Quirk's 2025
Open quirks.com →A promise-versus-reality scorecard for synthetic responses in SaaS research.
Development Corporate 2025
Open developmentcorporate.com →Covers the methodology questions a survey platform has to answer before using synthetic data.
IdSurvey 2025
Open idsurvey.com →Useful distinction between simulating a persona and pretending it is research.
Urbina Consulting 2025
Open urbinaconsulting.com →The bull case from a startup building AI-persona research, worth reading critically.
Atypica 2025
Open blog.atypica.ai →Concrete examples of synthetic-audience research workflows in practice.
Deepsona 2025
Open deepsona.ai →A hands-on build of a synthetic persona interviewer, showing exactly what these systems can and cannot do.
Towards Data Science 2025
Open towardsdatascience.com →A crisp product-strategy argument for keeping real users in the loop.
Radical Product Thinking 2025
Open radicalproduct.com →The same ground, over in Understand your customers, our Starting Up track.