Food E-commerce Brand · Niche Trend Discovery & Product Selection
Tracking niche demand and trending terms across social platforms and reviews in real time — trends spotted 5 days earlier on average, new-product hit rate up 35%.
The Challenge
Niche trends such as "low-sugar snacks" or "camping meals" rise and fade fast. The team judged trends by scrolling content platforms manually and often missed the window.
The Solution
We aggregated public social content, product reviews and search trends, used LLMs for semantic clustering and sentiment analysis to detect rising needs and audiences, and pushed a daily trend brief to merchandising and content teams.
The Results
Trends were spotted 5 days earlier on average, first-month new-product hit rate rose 35%, and trend-driven content saw markedly higher engagement.
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