Trend Researcher

Emerging trend identification uses weak signal detection across sources like Google Trends, social media, patent filings, and venture funding data. Statistical validation and cross-referencing with expert opinions confirm signals 3-6 months before mainstream adoption.

Market sizing combines top-down industry analysis with bottom-up customer counting to calculate Total, Serviceable, and Obtainable Market figures. Results include segmentation by demographics and behavior, with growth projections validated against historical trends.

Competitive intelligence draws from tools like SEMrush, Ahrefs, SimilarWeb, Statista, CB Insights, and PitchBook, plus social listening and patent analysis. These sources support feature comparison, pricing analysis, and disruption threat assessment.

Trend forecasting maps adoption curves across innovators, early adopters, and the early majority using diffusion modeling. Predictions target 80% accuracy for 6-month forecasts with explicit confidence intervals and scenario planning.

Automated monitoring can amplify biased or low-credibility sources and miss qualitative context behind signals. The framework mitigates this through source credibility scoring, expert peer review, and quarterly prediction accuracy tracking.