
River Sampling vs Opt-In Panels vs Probability Panels: How Research Sample Actually Gets Sourced (2026)
Three sourcing models sit behind almost every survey you will ever buy, and they produce meaningfully different respondents. Here is how each works, what each costs, and when the differences change your conclusions.
Koji Team · July 27, 2026 · 9 min read










