powering minds over markets

Open Data App

In the Markets

Spotlight on current market sentiments

Our Mission

Applying behavioral economics to sustainable investment outcomes

Tailored NLP

A flexible AI-based natural language processing system to identify and score millions of companies, people, products, assets, locations, topics, and events from any type of raw text.

Sentiment Feeds

NLP processed data is collated in real time into time-series data feeds covering asset buzz, ESG controversies, financial and global events, emotions, and themes.

Predictive Signals

Alpha is extracted from sentiment feeds into simple daily signals, useful for price prediction and risk management.

Our Data

The backbone of our research analytics

Real-Time and Multi-Dimensional

Scores are computed on a minutely basis for a variety of complex themes, sentiments, and sustainability topics using our proprietary natural language processing engine.

Global Entity Recognition

All major investable assets are tracked in local languages including global bonds and stock indices, ETFs, currencies, commodities, and cryptocurrencies. We map more than 100,000 global companies point-in-time to standard identifiers and industry codes.

Comprehensive Source Coverage

Monitoring of millions of news articles, social media, NGO reports, transcripts, filings, and press releases in 13 languages with history back to 1998 and continuously updated.

Our Clients

We serve global funds, corporations, banks and brokerages in over 25 countries

Valued Partners

Publicized Clients


Latest Developments

January 24, 2024

Looking forward to seeing our friends at BattleFin in Miami Jan 24-26th and Singapore March 20-21st where we'll be showing off our new & upcoming products!

November 09, 2023

We're presenting at The International Conference on Data Science in Finance: The ESG Data Analytics Forum, “The Impacts of ESG Controversies" in Vienna, Austria.

November 01, 2023
Swissquote: “Richard L. Peterson: Psychology and finance all in one Press Link
October 13, 2023

We'll be at the Future of Wealth Forum Nov 1-3rd in Sea Island, Georgia.

September 25, 2023

Looking forward to seeing our UK friends September 26-27 at BattleFin London!

Recent Blog Post

July 16, 2023
AI Trading: What Could Possibly Go Wrong...

The popular press is abuzz with articles about AI's transformation of investing, financial research and analysis, and stock market forecasting. At MarketPsych we work in the field of AI with large language models (LLMs) including chatGPT, and in today’s newsletter we explain some LLM trading basics as well as our own successful AI agent designed for stock price forecasting. To illustrate the value of AI in investing, we'll start with the human weaknesses it is designed to exploit…

Investing on fear


chatGPT is a non-sentient model (it's not conscious), and there is a big gap between it and the type of artificial general intelligence (AGI) described in the Fear Index. As physicist David Deutsch noted: “AI [artificial intelligence] has nothing to do with AGI [artificial general intelligence]. It’s a completely different technology, and it is in many ways the opposite of AGI … An AGI can do anything, whereas an AI can only do the narrow thing that it’s supposed to do.”