TiAiMe · Pilot usage report

How families used TiAiMe during the pilot

At a glance

All figures cover the pilot user group only. Hover or tap any chart for exact values.

Engagement over time

Weeks start on Monday. The pilot group was mostly recruited in the first two weeks of August.

Weekly active users

Return rate by week since joining

Share of the pilot group active in each week after their first week. Week 0 is the week they joined.

When people use the app

Activity by hour of day, Irish time. Darker bars include more TiAiMe conversations.

Onboarding

Onboarding steps

Each step of the guided setup, in order.

Permissions given during setup

Users who allowed or declined each phone permission during setup.

AllowedDeclined

TiAiMe voice assistant

How long conversations last

Every conversation with TiAiMe, grouped by length.

What TiAiMe did on screen

Actions TiAiMe took in the app during conversations, and how many users saw each one.

Conversations and interruptions per week

An interruption is the user starting to speak while TiAiMe is still talking.

ConversationsInterruptions

Feature adoption

Which parts of the app people used after setup, counted from taps on each screen.

Screens people used

Pilot users who tapped on each screen at least once.

Calendars, family and scheduling

Core family-coordination features.

Scheduling conflicts

Issues and friction

What the data shows users struggling with, ranked by effect on the product. Open each item for the evidence and the recommended fix.

Usage by pilot user

One row per pilot user, anonymised and numbered by sign-up date. Select a column heading to sort.