Know Trend, a new AI-powered platform, has launched to offer investors an objective method for analyzing vast amounts of public company text data, such as earnings call transcripts, to identify and track emerging market trends.The platform, accessible at knowtrend.ai, converts unstructured textual information into explorable time-series, enabling users to identify and monitor trends across various sectors or customized stock baskets. This functionality is designed to move beyond traditional LLM summaries, allowing for analysis of earnings calls to uncover market dynamics and the underlying reasons for stock movements.Know Trend operates as an advanced search engine for market narratives, helping users understand both what and why market shifts are occurring. It provides curated keywords across different market segments, assisting users in reconstructing how companies or sectors have evolved over time.”Popular tools available to investors do not simplify running a traditional search across earnings call transcripts, let alone using text data for more advanced analysis,” stated Yevgeniy Feldman, founder of Know Trend. “Know Trend addresses this by leveraging AI to extract significant signals from large datasets, enabling investors to quickly grasp the evolution of a company, a sector, or a macro theme. The platform aims to present data in a manner that empowers investors to generate their own insights and engage deeply with stock fundamentals and macro trends, catering to both individual and institutional investors.”Key features of the Know Trend platform include:Dynamic Heatmap: Visualizes themes influencing market movements, connecting language from earnings calls to stock price performance to explain rallies or declines.Company Analysis: Offers a historical perspective on a single company’s strategic focus, showing how key themes develop over fiscal quarters and highlighting management priorities.Macro Trends: Aggregates and tracks developing themes across the broader market, facilitating the early identification of nascent trends within specific sectors or the global economy.Vibe Search: A search function utilizing natural language processing (NLP), vector embeddings, and large language models (LLMs) to allow users to query the market with complex concepts like “supply chain normalization” or “AI efficiency gains,” providing relevant scores across thousands of public filings.The platform’s capabilities are underpinned by a proprietary AI classification system that transforms unstructured text into a structured, evolving, and searchable database of market themes and trends. Know Trend’s immediate objective is to become an essential tool for market observers during upcoming earnings seasons.Founded in 2025 by Yevgeniy Feldman, Know Trend’s mission is to provide intuitive tools that integrate text data into market analysis. Mr. Feldman previously spent nearly a decade at Bank of America advising institutional clients and co-founded SwapGlobal Inc., a venture-backed firm supported by Reciprocal Ventures, Brevan Howard Digital, and Cantor Fitzgerald.