Host & Stage · Result visualization · MP-FR-020–027 · 053
Result renderers for the new types
Each new question type has a stage renderer that reveals deliberately and, in Anonymous mode, shows aggregates only — density, centroid, and heatmap views never expose an individual response. Below the renderers, AI theming turns open text into labelled, fully traceable clusters.
100 Pointsmean / option
1AI tooling38avg
2Reliability27avg
3Research21avg
4Talent14avg
2×2 Griddensity
Low effortHigh effort
High impactLow impact
Pin on Imageheatmap
Matrix scaleradar
Guess the Numbertrue 48,200
0–20k12
20–40k19
40–60k ✓31
60k+9
LeaderboardMP-FR-027
1Falcon2,840
2Oryx2,610
3Sadu2,375
4Najd2,190
Reflects only scored questions already closed. Aliases shown; suppressed in Anonymous mode without nicknames.
AI theming of open text & word cloud
MP-FR-053 · runs on the reporting read-model, never the live vote path · every theme traces to its member responses
Faster onboarding142
“Cut the setup steps for new joiners.”
Arabic-first UX98
“واجهة عربية كاملة على الجوال.”
Reliability61
“No lag when the room is full.”
Themes are advisory — raw responses stay the record of truth. Small-cell suppression applies; a theme below threshold is not surfaced. Arabic dialectal variation validated on a Gulf sample.