Ideas
sentiment-analysismoderationmental-healthcommunity

Fear contagion tracker

Build sentiment analysis tools specifically measuring fear spread in online communities. Help moderators identify emerging panic.

Why now

Online fear spreads faster than ever with current AI content generation.

Who for
community managers
Business model
API subscriptions
Effort
A few weeks

Communities struggle to distinguish legitimate concerns from viral panic. A dashboard could quantify fear-related language patterns across platforms.

The tool would highlight unusual fear spikes and potential misinformation vectors. Platforms might pay for API access to feed into moderation systems.

MVP could analyze just Reddit/Forum posts. The risk is false positives in sensitive topics.

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Fear contagion tracker — Ideas