Explainable by default, not by request
The API response for every score includes the full rule breakdown — no separate "explain this" call, no upsell for the reasoning.
Built for investigators , not hype merchants
Every capability shows its work — from single scans to batch libraries and follower audits.
Score breakdown
Batch libraries
Scan lists of handles, track changes over time, and compare version history.
Follower audits
Sample follower cohorts and surface creation-cluster and coordination signals.
Public reports
Shareable report URLs for editorial review, citations, and collaboration.
Browser extension
Inline scores and right-click scans on x.com — see the Extension page for badges, feed treatment, and limits.
Embeddable score badge
Drop a live BotShark badge on your own site or dashboard — the same score and tier, updating automatically, no iframe hacks.
Platform-neutral
Same methodology across supported platforms — no vendor-specific black boxes.
Score via API
bash BotShark API
curl -s -H "Authorization: Bearer $BOTSHARK_API_KEY" \
"https://your-instance.example/api/scores/coordination_watch/detail" \
| jq '{score, tier, confidence}'Self-hosted API keys live under Settings → API. Detail responses include score, tier, confidence, and triggered rules with evidence.