Reading campaign ROI without vanity metrics
Install volume alone rarely tells you whether an app campaign paid for itself. Here is a practical way to frame return for Thailand-based teams.
Field notes
Short articles on campaign ROI, source comparison, and review preparation for app teams.
Comparing paid and organic sources fairly
Paid and organic traffic look different by design. A fair source comparison respects that difference instead of forcing one leaderboard.
What to bring to an ROI review
A useful campaign ROI review depends less on perfect tracking and more on a tidy export and clear questions.
Seasonal spend and ROI signals in Thailand
Festival periods and school calendars shift app traffic in Thailand. ROI comparisons that ignore seasonality misread source strength.