Roblox game analysis essentials: question, evidence, decision

Run two passes and preserve uncertainty

In the public pass, confirm Universe identity, timestamps, coverage, comparable windows, and whether a visible change repeats across daily cycles. Pair CCU with Visits increments, favorites, votes, update timing, and a direct play-test. Use CCU sampling rules before treating a peak or gap as product behavior.

In the owner pass, use authorized Roblox analytics for DAU, new users, retention, session time, acquisition, monetization, and custom funnels. Record the source and definition beside every important number. End with an explicit decision, confidence level, next check, and disconfirming evidence. A table full of metrics without a decision rule is research debt.

For a public competitor, “unknown” is a valid result. It narrows the question for a later observation or owner request instead of rewarding a confident guess.

1. Write one decision and its deadline.
2. Collect public evidence with timestamps and coverage.
3. Request only the owner metrics needed to resolve the remaining uncertainty.
4. Record decision, confidence, next action, and stop condition.

Primary sources

• Roblox Analytics
• Roblox Analytics dashboard
• Roblox games API