Methodology
How the pick-me risk score works
The DontPikMe methodology for estimating crowd-work, volunteer, proximity, improv, and seat-exposure risk from public event listings.
Quick answer
How the pick-me risk score works
DontPikMe scores live shows by reading format clues: crowd-work language, volunteer cues, room proximity, improv or host-led structure, seat exposure, and uncertainty in the source listing.
- Updated 2026-05-18.
- Independent guidance; ticket providers control checkout and availability.
- Risk scores are estimates, not official venue promises.
Signals we look for
A show gets riskier when public listings mention interactive formats, audience participation, volunteers, hypnosis, close-up performance, front tables, roaming hosts, improv prompts, or general-admission rooms.
- Crowd-work risk: direct-address, roast, host, and conversational comedy clues.
- Volunteer risk: magic, mentalism, hypnosis, game, challenge, and audience-on-stage cues.
- Seat-exposure risk: front row, aisle, table, VIP, standing, and immersive-room clues.
Signals that lower risk
Scripted theatre, assigned seating, large auditorium formats, orchestral concerts, and listings focused on story, cast, or production instead of audience involvement usually reduce pick-me risk.
Why confidence matters
Thin listings are treated carefully. If an event page gives very little detail, DontPikMe may add uncertainty rather than pretending a vague listing is a clean bill of social safety.