What teams build with it
The same feed powers very different use cases. From giving AI agents fresh context to catching a competitor's quiet edit, these are the patterns teams reach for.
Real-time context for AI agents
Feed agents and RAG pipelines a live stream of fresh, deduplicated content instead of a stale nightly crawl. Your models act on what happened minutes ago, not last week.
Use caseCompetitor and brand watch
Track rival sites, pricing pages, changelogs, and press the moment they change. A new launch or a quiet edit reaches you before it turns up anywhere else.
Use caseRisk and compliance alerts
Watch the names, jurisdictions, and topics tied to your exposure. Every match arrives with its source URL and timestamp, so you keep a clean, auditable trail of what surfaced and when.
Use caseOSINT and open research
Follow developments across languages, regions, and thousands of pages without babysitting a single feed. New material comes to you, already deduplicated and tagged.
Use caseInternal alerts and automation
Pipe genuine changes into Slack, a queue, or your own workflow. Trigger a rebuild, notify a channel, or kick off a job the instant a page you depend on moves.
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