A surprise announcement starts a new conversation
A clustered view of posts, comments and reporting that refer to the same developing story.
See where stories begin, how they change, who amplifies them and whether public reaction is positive, neutral or negative.

Velocity matters more than raw popularity. These cards are designed to expose sudden acceleration, source quality and audience reaction.
A clustered view of posts, comments and reporting that refer to the same developing story.
A clustered view of posts, comments and reporting that refer to the same developing story.
A clustered view of posts, comments and reporting that refer to the same developing story.
The system separates emotional tone from factual status. Negative reporting is not automatically gossip, and positive claims are not automatically true.
Browse stories by their evidence, emotional effect and the way they travel—not just by the famous name attached to them.
Praise, achievements and supportive conversations.
Criticism, controversy and damaging speculation.
Confirmed, disputed and unsupported claims.
How wording and meaning mutate as stories spread.
We analyse the tone and behaviour of public posts without labelling someone’s personality.
Automation indicators remain explainable risk estimates—never declarations that an account is a bot.
Every story separates confirmed facts, opinion, allegations, humour and unsupported speculation.