Bluesky List Scout

Sign in

Bluesky only answers post searches for signed-in accounts. Use an app password, not your main one; the session is kept in this browser, as on the site's other list tools.

Handle App password

Scout

signed in as ·

Search terms, one per line (each is searched as a phrase)

Skip people already on (ctrl/cmd-click for several)

Days back

Pages per term

Min. hits

Max. accounts

Pre-tick at AI share ≥ %

and posts/day ≤

and replies ≥ %

A page of search results is 100 posts. Each sampled account costs one request and about 100 posts to classify. Bots, feeds and marketers post a lot about AI too; they rarely reply, so the reply threshold and the bot/feed words in names and bios do most of the screening. You make the final call.

Review

	account	AI share	AI/day	posts/day	replies	followers	hits

Add the ticked accounts to

List name Description

How it works

Search terms are searched as phrases over the last N days, newest first. Authors who are not on the lists you skip, and who turn up at least the minimum number of times, are sampled: their last 100 posts and replies, without reposts. Ettin-17m embeds every sampled post on your GPU, and a logistic regression trained on 600 Bluesky posts labelled about AI or not (cross-validated AUC 0.88) scores each one. An account's AI share is the mean of its posts' scores, the same measure used to decide who to remove from the list it was built for. The classifier only knows "about AI"; other search terms still find people, but the share column will not measure their topic. Nothing leaves this tab except the requests to Bluesky.