A live study · search vs LLM vs social, one need, three registers

Nobody Says Please
to Google

A user speaks three different languages to three different machines: keywords to the search box, full polite sentences to the LLM, reactions to the feed. Pick a topic and watch the registers separate, live, with word clouds, numbers, and a persona read from each.

Three public sources, one per channel, each explained and linked at the foot of the page. Your topic goes to those APIs and nowhere else; nothing is stored.

Live each time you run it: the clouds change as the world does. Seed words are removed from the seeded samples, since they appear by construction.

To the search box

live · google suggest · aggregated real queries around “”

To the LLM

live · openassistant prompts via huggingface · general register, not topic-filtered

To the feed

live · bluesky public search · posts mentioning “”