🕵️ Authenticity — coordinated & manufactured posting
What this is
Signals that conversation is being artificially manufactured rather than organic — paid shilling, astroturf campaigns, copypasta:
- Copypasta — the SAME post, word-for-word, seeded across many threads. The single strongest tell of a coordinated push (a real person types differently each time; a campaign pastes the same line).
- Duplicate rate — what share of a board's posts are repeated text. Spikes can mark a campaign window.
- Link-spam — the same URL hammered across threads to drive traffic / seed a narrative.
- Named operators — the board is anonymous; someone posting under a persistent name/tripcode at volume is a deliberate persona.
⚠️ Repetition isn't proof of payment — generals re-use boilerplate, memes spread, and bots ≠ shills. Treat as a coordination signal to investigate, not a verdict.
🤖 Everything on this page is generated by AI and is still rough. Detection of coordination, the narrative target (who a post is for/against), and its stance/sentiment are all inferred automatically — and the system is honestly not very good yet. It mislabels subtle, ironic, or geographic text (e.g. a post that merely names a group while pushing a different agenda), and over/under-counts coordination. This is an active work in progress: treat everything here as a lead to investigate, not a conclusion. Labels marked ~ are tentative keyword guesses; ✓ means an LLM reviewed it. Always read the actual post text (and open the archive link) before believing a label.
📣 Influence campaigns — which agendas are being seeded
Substantive, opinionated copypasta grouped by the narrative it pushes (target + direction). High "distinct messages" = many different posts all pushing the same agenda = a more organised campaign than a single viral paste. Compare pro- vs anti- for the same target.
| Target | Direction | Posts | Distinct messages | Threads | Example |
|---|
🌡️ Topic sentiment — organic or driven?
For each topic: total discussion, average sentiment, and what share is COPY-PASTED (seeded). High organic % = the mood is genuinely felt; a sentiment swing that coincides with a copy-paste spike = manufactured. Click a row to chart it over time.
| Topic | Posts | Avg sentiment | Copy-pasted | Organic |
|---|
Repetition rate over time
% of posts per bucket that are duplicated text. Sustained highs / sharp spikes = possible campaign windows.
🌍 Flags pushing copypasta
/pol/ poster flags ranked by copypasta volume, with each flag's OWN copy-paste rate. A flag posting copypasta at well above the ~2% baseline is a coordination signal. Click a flag to filter the whole page to it.
| Flag | Copypasta posts | Of total | Its rate |
|---|
🔁 Top copypasta — the same post seeded across threads
Ranked by substance — a long, opinionated, POV-pushing argument seeded across threads is far more telling than a short in-vogue slogan or a link-list template. The "substance" bar reflects length + opinion intensity + spread; templates are demoted.
| Substance | Posts | Threads | OP share | Pushes | The pasted text |
|---|
🔗 Link-spam
URLs posted across the most threads.
| Threads | Posts | URL |
|---|
🪪 Named operators
Non-anonymous names / tripcodes posting at volume.
| Posts | Threads | Name | Board |
|---|