Catalyst detection

The catalyst detection system analyzes social media discussion for a ticker and identifies periods of significant discussion that may affect a KPI in the TickerTrends system.

For each detected catalyst, TickerTrends estimates:

• The likely size of impact

• The likely duration of impact

• The relevant KPI horizon

This helps users separate small bursts of noise from discussion that may matter for an earnings period or business metric.

What it shows

Detected catalysts are surfaced as specific social or product events tied to the company. These can include promotions, launches, partnerships, menu changes, creator-driven moments, or broader cultural tie-ins.

Users can quickly see:

• Which catalyst appears most important

• Whether the impact looks temporary or longer lasting

• Which quarter or KPI horizon may be affected

This is especially useful when social momentum builds before the impact is visible in reported financials.