Topic Watch

Self-hosted news monitor that only pings you on genuinely new information.

Webfreeglobal

Topic Watch is a self-hosted news monitor with LLM-powered novelty detection that tracks a topic across sources and only notifies the user when something is genuinely new. It's aimed at people who want to follow fast-moving topics without being flooded by repetitive news alerts.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Topic Watch - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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