Case Studies
PersonaChoice Case Studies
A thorough comparison between real survey data (humans) and PersonaChoice (AI).
We publish accuracy results by domain, from marketing to resident opinion surveys.
Case Study 01
Products & Marketing
A validation study using published research data
We reproduced published LINE Research cases (toner banners, taglines, and views on employment) with AI personas. We even simulated generational gaps in sensibility and how values shift when an economic environment is introduced.
Case Study 02
Resident Opinion Surveys
Reproducing municipal resident surveys with AI
We reproduced 8 questions from real resident opinion surveys in Yokohama, Fukuoka, Sapporo, and Nagoya with 200 AI personas each, testing how well the top resident concerns could be identified.
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