socialseal-predictive-demand-routinglisted

# SocialSeal Predictive Demand Routing ## Overview This skill sources **early market signals on shifting interest** so a team can route campaign budget, creator effort, and activity/tour onboarding toward demand that is rising before it peaks. It does not predict the future with a model. It detects direction of movement in the social-search surface earlier than a single snapshot would, and frames that as a routing hypothesis to act on and measure. "Predictive" here means **leading indicators, not forecasts**: keywords newly appearing, climbing rank quickly, or newly attracting creator content are early demand signals. Treat them as direction with a confidence label, never as a guarantee. Everything SocialSeal sees is a biased sample (only high-ranking videos for tracked queries), so a signal is "interest rising in what surfaces for these queries," not proven total-market demand. See `references/evidence-and-confidence.md`. ## When to Use - Spotting destinations/routes/activities where traveler interest is rising early. - Backing campaign resource allocation (budget, creators, content) with movement evidence. - Fast-tracking activity/tour onboarding when a destination shows an early surge. - Setting up a repeatable cadence of signal refreshes for a market. Pair with `socialseal-bilingual-demand-monitoring` to catch signals in either language, `socialseal-tracking-group-design` to operationalize new keywords, and `socialseal-opportunity-analysis` to turn a routed destinat