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The Twenty Minute VC (20VC) · Saturday, August 1, 2026

Data Collection Strategy at Semily: Sourcing 'Everyday People'

Semily's data collection strategy centers on sourcing 'everyday people' to represent the general population, rather than expert programmers or scientists. The company asks individuals to share life stories, origins, and problem-solving experiences to gather nuanced behavioral data. This approach aims to ensure representativeness and capture the core nature of human decision-making.

personJoon Sung ParkcompanySemily

The tape

3 quotes
We don't go after these expert programmers or expert scientists. We go after people like us, everyday people, a living their everyday life.
Joon Sung Park
But what we care about is are they representative? Do we actually have the same representation of people as we do in the world that we live in?
Joon Sung Park
Some of the questions we actually ask at the start of our data collection is actually saying something like, tell us a story of your life. Where did you grow up? What did you experience?
Joon Sung Park
Heard on The Twenty Minute VC (20VC) — “20VC: The Best AI Companies Have Unique Data Acquisition Strategies | Will Simile Kill Kalshi, Polymarkets and NASDAQ | How to Sign Fortune 500 Companies As Customers in Weeks with Joon Sung Park, Simile, published Saturday, August 1, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.06
Data Collection Strategy at Semily: Sourcing 'Everyday People' — Heardvine