TOOL-05 · EDITORIAL UTILITY · CHECKED SEPTEMBER 13, 2026
Creator Retention Diagnostic
Use metrics from one comparable cohort and date range. Blank means unknown, not zero. Thresholds are editorial prompts for investigation, not Roblox ranking cutoffs.
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What this output can and cannot tell you
Compare new and returning players separately, and avoid mixing ad traffic with Home recommendation cohorts. A short puzzle can succeed with a shorter session than a progression game. Examine the first action, first failure and restart before concluding that a percentage means the game is broken. No tool can infer Roblox's private recommendation weights from these inputs.
Choose one next action, record what changed, and compare the result with the previous version. Keep private account details and player information out of your brief.
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Official sources
Last checked: September 13, 2026. Tool logic is independent editorial guidance.