Every group chat has a planner, a diplomat, and a ghost
Brandon maps the roles, running jokes, alliances and follow-through inside a friend-group export—then shows the short excerpts behind each important observation.
Try the free previewWhat Brandon looks for in a group
Group chats reveal different kinds of contribution. One person may create momentum, another may keep the tone warm, and a quieter member may be the only person who turns a plan into a booking. A useful report separates those roles instead of ranking friendship by message volume.
Choose the right slice
- Include enough time to show more than one planning or conflict cycle.
- Keep participant names consistent across the export.
- Choose one member only when that focus reflects your actual question.
- Remember that calls, reactions, voice notes and offline events may be missing.
What makes the result worth checking
The free preview includes real sections generated from your upload. Read the quoted messages in context, notice the confidence labels and ask whether the titles and observations could belong only to this group. If the result feels generic, stop without paying.
Frequently asked questions
Can the report focus on one group member?
Yes. During setup you can choose the whole conversation or center the report on one participant and how the group responds to them.
Does message count decide who cares most?
No. Message volume is a fact, not a measure of affection. The report also considers practical follow-through, acknowledgement, repair and the limits of missing offline context.
Can it understand inside jokes?
It can identify repeated private language in the text and explain how it functions in the conversation. It cannot recover the full history or tone behind a joke that is not present in the export.
Is the group report private?
Reports require access to the verified account or guest token. Uploaded transcripts follow the published retention and deletion rules and are not placed in the public asset bucket.