Go beyond LLM summaries with Know Trend. The new AI platform empowers investors to spot hidden market trends by analyzing the language of corporate filings in real-time.

Know Trend – now publicly available at knowtrend.ai – is a new AI-powered platform designed to give intellectually curious investors an objective, low-friction way to keep their finger on the pulse of the market. The tool converts vast amounts of public company text data, such as earnings call transcripts, into explorable time-series, making it easy to spot and track emerging trends across sectors or custom stock baskets.

At its core, Know Trend functions like a super-charged search engine for market narratives, allowing users to understand not just what is moving the market, but why. The platform provides users with curated keywords across different cross-sections of the stock market, empowering them to rebuild mental models of how any company or sector has evolved over time.

“Popular tools available to investors don't make it simple to even run a traditional search across earnings call transcripts, never mind use text data for more advanced analysis,” said Yevgeniy Feldman, founder of Know Trend. “Know Trend solves this problem - we use AI to lift the most important signals out of bulky data, so investors can quickly understand the evolution of a company, a sector, or a macro theme. It's about presenting the data to investors in a way that they can generate their own insights and rediscover their love for diving deep on stock fundamentals and macro trends, whether they are individual investors or part of a larger institution.”

Know Trend launches with a suite of powerful features, including:

Dynamic Heatmap: Instantly visualizes themes driving market movements. The tool automatically connects language from earnings calls to stock price performance, revealing the "why" behind a stock's rally or decline.

Company Analysis: Provides a historical view of a single company's strategic focus. Users can see how key themes evolve over fiscal quarters and quickly identify what management is focused on, or what has dropped out of business plans.

Macro Trends: Tracks developing themes aggregated across the entire market, allowing users to spot burgeoning trends in their sector or across the global economy before they become common knowledge.

Vibe Search: A powerful, modern search that uses a mix of NLP, vector embeddings, and LLMs to allow users to query the market with any concept. Search for complex ideas like "supply chain normalization" or "AI efficiency gains", and instantly see relevant scoring across thousands of public filings.

The platform is powered by a proprietary AI classification system that transforms unstructured text into a structured, evolving, searchable database of market themes and trends. It launches with the goal of becoming an indispensable tool for market observers in next month’s earnings season and beyond.

About Know Trend:

Founded in 2025 by Yevgeniy Feldman, the company's mission is to provide powerful, intuitive tools that make text data an integral part of market analysis. Mr. Feldman previously spent almost a decade at Bank of America advising institutional clients, and was most recently the co-founder of SwapGlobal Inc., a venture-backed firm funded by Reciprocal Ventures, Brevan Howard Digital, and Cantor Fitzgerald.

View source version on businesswire.com: https://www.businesswire.com/news/home/20250702925664/en/

Go beyond LLM summaries. Instantly analyze earnings calls to reveal hidden market trends and understand the "why" behind stock movements before they become common knowledge with Know Trend.