1. Brand monitoring
Goal: know within minutes when your brand, product, or executives are mentioned at unusual volume, and who is saying what. Minimum tier: See (for watchlists and evidence).Setup
Create a watchlist for your brand keywords and domain.Daily loop
- Pull volume to spot anomalies:
GET /v1/watchlists/{id}/volume. - Pull top entities to see who is being named:
GET /v1/watchlists/{id}/entities. - Pull the narrative to read the storyline:
GET /v1/watchlists/{id}/narrative. - Drill into posts for the spike:
GET /v1/watchlists/{id}/posts.
Push mode — webhook alerts
Register a subscription so spikes come to you.sensitivity: medium is the right default — high only fires on large deviations, low produces noise.
2. Crisis detection — cyber incidents, breaking events
Goal: be first to know when a new incident, CVE, ransomware event, or outage is breaking in the conversation. Minimum tier: See for clusters and evidence, Watch is enough for volume alerts.Awareness loop (Watch-tier, 60 seconds of setup)
Investigation loop (See-tier)
When an alert fires:/posts for the cluster gives you the evidence trail — authors, platforms, first-seen timestamps, linked IOCs.
Push mode
3. Disinformation and coordinated narrative tracking
Goal: identify synthetic campaigns, bot clusters, narrative injections, and deepfake claims before they go mainstream. Minimum tier: See (for clusters and evidence), Know recommended (for watchlist clusters and editorial reports).The daily sweep
Deep-dive on a suspicious cluster
Track a specific campaign over time
Editorial intelligence (Know tier)
For teams that need a weekly human-curated analytical brief:Other patterns
These are common starting points; the building blocks (topics, watchlists, clusters, entities, narratives, evidence, alerts) compose into more.- Competitive intelligence — watchlist per competitor, daily volume + entities poll.
- Election integrity —
disinfotopic + custom watchlist per candidate, coordination score triage. - Financial risk surveillance —
financetopic, watchlist per portfolio ticker, volume alerts wired into a trading-desk Slack. - Executive protection — watchlist per VIP,
highsensitivity webhook to a 24/7 intake.