Pipeline overview
How public data becomes a scored, explainable report.
How it worksTrust & safety
Prioritise review with evidence attached
Use BotShark to queue suspicious accounts for human review — with behavioural flags you can open, not a black-box risk score.
Integrity queues drown in volume. BotShark helps you triage: which accounts look automated or coordinated enough to deserve analyst time, and what specifically looks wrong.
Fit for ops teams
Explainable flags for escalation notes and internal tickets
Batch libraries for sweep windows after an incident
Follower audits (X) and deep-scan reply collection when you need neighbourhood context
Stable report links for handoff between shifts and vendors
How teams usually run it
1. Seed a list from reports, detections, or partner tips. 2. Sort by tier and open high-likelihood accounts first. 3. Confirm or dismiss against primary platform evidence. 4. Keep BotShark output as supporting context — your policy decision stays yours.
What it is not
Not an auto-ban oracle. Not a substitute for ToS counsel. Not a political classifier. See neutrality and methodology before wiring scores into anything automated.
Bot-type field notes
Common shapes analysts recognise: farms, amplifiers, schedulers, and more.
Read the blogTalk to us
Volume plans, self-host questions, and workflow fit — sales conversation, not a turnkey SKU page.
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