Information into Intelligence
Research and analytics that bring together news, social media, filings, transcripts, and other sources to deliver market insights
From Ingestion to Execution.
- 01
Information
News, social media, filings, transcripts & more
- 02
AI & NLP
Analyze, classify & quantify information in real time
- 03
Intelligence
Sentiment, themes, events & narratives
- 04
Action
Research, alpha generation, monitoring & risk
Trusted by Leading Financial Institutions.
- FTSE Russell
- StarMine
Adopted in 29 countries by global banks, top quant funds, sovereign wealth and pension managers, index providers, regulators and leading universities. Also powering the global Yahoo! Finance websites and the iPhone Stocks App.
We see that on aggregate, the degree of predictability is strong in Fixed Income, Commodities and FX, (…) and predictability improves as we increase the smoothing window. MarketPsych sentiment scores have a higher predictive power in Equities and exhibit a strong statistical significance for a forecasting horizon of more than 2 weeks
Deutsche Bank - Catching the Sentiment Waves, QuantCraft Series
LSEG's [MarketPsych] sentiment factor data is both innovative and practical. It transforms traditional qualitative insights into quantifiable features, allowing our models to shift from purely numerical inputs to emotion-driven dimensions. That's a game-changer - it really impressed me.
Dr. Yifeng Shi - Executive Director of Quantitative Analysis, Standard Chartered Bank
Solutions for Financial Workflows
- 01Thematic InvestingRapid Thematic Basket CreationLearn how we assemble tailored thematic portfolios from unstructured text sourcesLearn More
- 02NLP as a ServiceTagging as a Service for Financial TextPoint-in-time entity recognition, financial taxonomy labelling, sentiment analysis for AI and quant pipelinesLearn More
- 03Commodities AlphaAlpha Generation for Global MacroHow the largest funds in the world trade against global macro events in commodities markets.Learn More
- 04Equities AlphaReal-Time Sentiment for Stock SelectionExogenous information for equity investing derived from social media, transcripts, press releases and newsLearn More
- 05Risk ManagementEmerging Risk MonitoringMonitor online information flow for market, supply chain, credit and regulatory risks.Learn More
- 06Reputational IntelligenceFinancial Crime & Its PrecursorsFind how regulators monitor social media platforms and job review websites for financial crime and its precursors.Learn More
We help investors see what others miss, recognize what’s changing, and make better decisions.
“Markets are biological systems. They move on what investors believe, expect, and fear. That psychology is buried in the information flow - in the themes, sentiments, and narratives driving decisions. We measure such intangibles in markets so our clients can see more clearly.”
Richard Peterson - Founder & CEO, MarketPsych
Financial Data Products
Global, real-time news and social media as structured data for global equities, macro and crypto assets. Trusted by institutions in 25+ countries.
Explore MarketPsych Analytics 02LSEG MarketPsych ESG AnalyticsAnalyze ESG themes, sentiment, and controversies to identify emerging risks across companies and countries.
Explore ESG Analytics 03LSEG MarketPsych Transcript AnalyticsEarnings call transcripts, structured for AI, quant, and fundamental pipelines.
Explore Transcript Analytics 04LSEG MarketPsych Text Tagging EngineOn-Prem NLP tagging for quants and AI teams with proprietary text feeds.
Explore Text Tagging Engine 05StarMine MarketPsych Media Sentiment ModelSignals for stock selection, orthogonal to traditional quant factors.
Explore StarMine MMSBuilt on Three Decades of Structured Signal.
Built and run in house, from source to score.
We read the world's financial text.
The most relevant global news and social media, chosen from a pool of 300,000 sources, alongside brokerage research, filings, job listings, patents, press releases and transcripts.
- 10,497Days Tracked
- 13BArticles Processed
- 130+Countries
- 28Languages
Web pages, feeds, APIs, PDFs and scanned print pass through the same pipeline.
We know who is who.
Curated dictionaries map aliases to unique identifiers for every major tradable asset, public company, person and place, and an AI layer types every entity it finds.
- 155K+Mapped to Unique IDs
- 2.8MAliases and Tickers
- 260+Added Weekly
Every entity resolves point in time, as it stood on the day, so history carries no look-ahead.
We turn text into numbers.
Everything read and mapped comes out as scores, ready for research and for production.
- 8,000+Topics Detected
- 4,000+Event Types Detected
- 500+Scores Published
Rule-based matching coupled with AI-based topic modelling.
We run it ourselves.
Everything runs on our own servers and GPUs.
- 1,776CPU Cores
- 18.5TBRAM
- 1.76TBVRAM
- 889TBStorage
Our pipelines run in multiple data centers and alongside the cloud for resiliency.
What's Happening at MarketPsych.
Comparing Apple’s (AAPL) Stock Price to Social Media Sentiment During Apple’s Annual Product LaunchesHow did Apple’s stock move compare to social media sentiment during Apple’s September product launch month over the past ten years? There has been a consistent buy on the rumor and selling the news pattern around Apple product launches. We used the MarketPsych MCP Radar tool connected with Claude to track how social media sentiment surrounding the Apple stock price changes before vs. after Apple product launches. The last decade of product launches showed an average -0.3% return in the week following the product launches. The iPhone 18 launched on September 18th, and there was an uncharacteristic gain of 5% in the day following the launch. The market seems to think the iPhone 18 will be a bigger hit than was expected.Read MoreSeptember 02, 2026Five Below Believes Their Ability to Identify Trends is Key to the Company’s SuccessFive Below's earnings came in above expectations, and shares jumped 8% after the market closed this past Wednesday. Per Bloomberg, CEO Winnie Park noted “Our ability to identify, pursue, and scale trends is a meaningful competitive advantage,” she said on a call with analysts. Refer to our previous post to learn about the viral “squishy dumpling” trend currently on social media. Five Below is a major retailer of the squishy dumpling toys. Source: Bloomberg, “Five Below Lifts Outlook, Aims to Ramp Up Appeal to Gen Alpha”Read MoreAugust 29, 2026
Comparing Social Media Mentions of the Viral “Squishy Dumpling” to Five Below’s (FIVE) Stock PriceWe created a chart using our MarketPsych MCP Radar connector with Claude to compare the stock price of Five Below (FIVE) with mentions of the viral “squishy dumpling” over the past 12 months. Our clients detect these trends in our Trending Themes dataset and in our social media and transcript monitoring tool Radar Database, which has a collection of all business news media sentences in 28 languages. This is similar to our work on Labubu driving Pop Mart International stock: The Labubu craze: Using NLP to understand the behaviour behind market surges and bubbles Upticks in social media mentions of “squishy dumpling” preceded sharp rises in the stock price of FIVE.Read MoreAugust 22, 2026
Social Media Forecast More Uniformly Bullish Than News, Per Our MarketPsych Radar MCP ConnectorWe used our MarketPsych Radar MCP connector with Claude to explore the news vs. social media sentiment surrounding gold prices over the past six months. We found: Social media forecasts are more uniformly bullish about the price of gold, whereas news forecasts have generally trended slightly more pessimistic, with a notable optimistic swing on August 16th. A six month analysis of gold price sentiment shows that social media did not become bearish on gold prices, while news sentiment dipped into bearish multiple times. News forecasts only became bearish on gold prices during price lows.Read More