An honest look at where AI helps qualitative research in Singapore, from transcription to first-pass coding, and why synthetic respondents and AI moderators cannot replace the room.

What a mystery shopper in Singapore actually does, how to tell a real assignment from a job scam, how shoppers are briefed and paid, and why businesses commission audits.

Singapore consumer trends 2026, from careful spending and JB trips to ageing and AI search, checked against official government data.

Most Singapore adults already skip alcohol. Felicia Hu maps why sober-curious, health-driven and Muslim diners want different things from the glass, and what that means for drinks menus.

Singapore families spent $1.8 billion on tuition in 2023. Felicia Hu traces how parent chats, one trial class and November results decide which tuition centre a family picks, and when it switches.

Aesthetic treatments are regulated as medicine but often bought like beauty. Felicia Hu explains the two ledgers Singapore patients use to judge a clinic, and why the doctor, not the promotion, decides who comes back.