Introduction
A 20% fall in Teamfight Tactics mobile daily active users after a patch does not prove that the patch caused the decline. Start by validating the DAU definition and event pipeline, then compare the launch-to-match funnel by actual version exposure, using unexposed players only where rollout created a credible comparison. A technical, service, gameplay, distribution, or measurement explanation should remain a hypothesis until its expected signature appears in the data.
Verified context and interview assumptions
- Official change log: Riot publishes dated Teamfight Tactics patch notes. Use the note for the incident's exact release, plus internal release manifests, to identify client, server, content, configuration, and hotfix changes. Do not infer the relevant patch from today's page.
- Platform diagnostics: Google documents user-perceived crashes, application-not-responding events, and device-level views in Android vitals. Apple recommends using complete, symbolicated reports when analyzing an iOS crash. These sources describe diagnostic tools, not evidence that TFT had a crash.
- Interview premise: Treat the 20% decline and its timing as supplied case facts. They are not independently verified public Riot results.
- Unknowns: DAU event, comparison window, rollout pattern, affected markets, mobile operating systems, app versions, and whether PC activity is in or out of scope.
Step 1
Clarifying Questions (3 minutes)
Why it matters: An event-definition change or late-arriving telemetry can create an apparent decline, while different release timestamps point to different systems. Ask for: DAU query, time zone, deduplication rule, data freshness, release timeline, and prior comparable patch baselines.
Why it matters: A version-specific break points toward release access or reliability; a cross-version decline points toward shared services, content, calendar effects, or measurement. Ask for: DAU and funnel deltas by app version, platform, device, region, acquisition source, and new, returning, and reactivated players.
Why it matters: DAU alone cannot distinguish inability to play from a choice not to return. Ask for: Install base, launches, successful logins, patch completion, home-screen arrival, queue entry, match start and completion, crashes, hangs, latency, and return behavior.
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