Context Analytics

What Context Analytics does

Context Analytics, Inc., founded in 2011 in Chicago as Social Market Analytics, Inc. and rebranded around 2013, is an AI-powered alternative data processing company that converts unstructured financial content — social media, news, podcasts, and corporate filings — into quantitative, machine-readable sentiment signals for institutional investors. Its core technology is a patented NLP engine that scores sentiment on a fine-grained scale from -1.000 to 1.000, with flagship outputs including the S-Factor suite (S-Score, Raw-S, S-Score Delta, S-Dispersion, S-Buzz, and 12 additional metrics), the Quantitative News Feed, the Podcast Sentiment Analysis Feed (processing audio from more than 3 million shows), and machine-readable filings data covering roughly 100,000 international companies. Supporting tools include CompuText for earnings call and filings analysis, the Universal Document Processor for pitch decks, ThemeX for keyword search across SEC filings, and the Unstructured Data Terminal as a unified access platform. The architecture spans text, audio, and structured-data modalities, and the platform is exposed via APIs, embeddable widgets, MCP connectors, and browser-based dashboards.

The company serves hedge funds, asset managers, brokerages, and systematic traders through a sales-led B2B enterprise motion. Revenue is generated primarily via recurring subscriptions to data feeds, API access, and terminal/dashboard subscriptions, with quote-based annual pricing for institutional clients. Distribution spans direct API access, browser-based terminals (Active Trader, Sentiment Engine, Unstructured Data Terminal), embeddable widgets for custodian and RIA platforms, MCP connectors, and third-party platforms including Snowflake, FactSet, and Lightspeed Trader. Notable relationships include an exclusive distribution arrangement for StockTwits data, a content collaboration with S&P Global Market Intelligence for the Global Machine-Readable Filings product, and a post-acquisition partnership with X (formerly Twitter) for institutional-grade social sentiment delivery.

Context Analytics was acquired by BridgeWise, a London-based AI-native wealth intelligence provider, on February 3, 2026, creating the industry's first vertically integrated, wealth-native intelligence infrastructure combining BridgeWise's multi-asset global AI engine with Context Analytics' decade-long expertise in unstructured financial data processing. CEO Joe Gits continues to lead the subsidiary, supported by co-founder Jeff Blaschak (CDO), CTO Umair Rafiq, and CFO Kim Gits. The company has raised approximately $1.6 million across multiple small disclosed rounds between 2013 and 2022, and currently operates with 11-50 employees out of Chicago, serving clients globally across North America, Europe, and Asia-Pacific.

Name

Context Analytics

Legal name

Context Analytics, Inc.

Website

https://contextanalytics-ai.com

Company type

Private

Founded year

2011

Operating status

Operating

Headcount range

11–50 employees

Short description

Context Analytics converts unstructured financial data — social media, news, podcasts, and corporate filings — into quantitative sentiment signals via patented NLP, serving hedge funds, asset managers, brokerages, and wealth platforms. The Chicago-based firm operates as a BridgeWise subsidiary.

Ownership category

akta.pro rank

Product category

Alternative Data & Financial Sentiment Analytics

NAICS

Software Publishers (5132), Web Search Portals and All Other Information Services (519290), Information (51)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro industry

PRIMARYHDAAAFAI

Emotion, Sentiment & Paralinguistic Intelligence

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/Speech, Audio & Conversational AI

SECONDARYHDAAAGAB

Media & Content Personalization (News, Video, Music, Podcasts)

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/Recommender Systems & Personalization

SECONDARYHDAAAGAD

Social, Community & Creator Platform Feeds

Hardware, Technology & Telecom/Artificial Intelligence & Machine Learning/Recommender Systems & Personalization

SECONDARYMPACAKAA

News & Current Affairs Aggregators

Media, Entertainment & Sports/Digital Media & Content Platforms (Online Video, Podcasts, Creators)/Digital Content Aggregators & Discovery (Feed/Curated)

SECONDARYMPAAALAO

Data Analytics Integration & Insight Platforms (Research Ops, Dashboards, Insight Repositories)

Media, Entertainment & Sports/Advertising, Marketing & PR Services/Market Research & Consumer Insights

SECONDARYHDAEANAH

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs)

Hardware, Technology & Telecom/Enterprise Platforms & Databases/Artificial Intelligence Platforms for Enterprise

Keywords

• Alternative data analytics
• Social sentiment analysis
• Financial NLP
• Quantitative data feeds
• Market intelligence signals

Headquarters

HQ city

Chicago

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Alternative Data Feeds: Context Analytics generates revenue primarily through licensing alternative data feeds including S-Factor social sentiment, quantitative news, podcast sentiment, and corporate filings data to institutional investors, hedge funds, and asset managers.
2. API Access: Programmatic access to sentiment data through APIs, serving quant funds and trading platforms requiring real-time data integration.
3. Terminal/Dashboard Access: Browser-based terminal access to Unstructured Data Terminal, Active Trader, and Sentiment Engine platforms.

Pricing tiers

Go-to-market motion1 record

Distribution channels5 records

Marketing channels4 records

Core offering

Context Analytics builds AI-powered alternative data products that convert unstructured content — social media, financial news, podcasts, and SEC filings — into structured sentiment scores and tradable signals. Its core products include the S-Factor Social Sentiment feed, Quantitative News Feed, Podcast Sentiment Analysis, Corporate Filings (CompuText), UDP, UDT, and ThemeX, sold primarily to institutional investors.

Product overview

Context Analytics, a BridgeWise company, offers a unified alternative data platform that transforms unstructured financial data into quantitative, AI-driven sentiment signals. The core architecture consists of the Unstructured Data Terminal (UDT) as the central access point, supported by four primary data feeds: Social Media Sentiment (S-Factor), Quantitative News Feed, Podcast Sentiment Analysis Feed, and Corporate Filings. Add-on modules including CompuText for filings analysis, Universal Document Processor (UDP) for pitch deck processing, and ThemeX for keyword search extend the platform's capabilities. The S-Factor suite provides ticker-level sentiment metrics processed via patented NLP, while the platform delivers data through APIs, embeddable widgets, and MCP connectors for institutional workflows.

Differentiator

Problem solved

Functional benefit

Products and services

• S-Factor Social Sentiment Real-time social media sentiment data feed that converts chatter from Twitter/X and StockTwits into normalized sentiment scores for equities, designed for institutional quant and research workflows.
• Quantitative News Feed AI-processed financial news feed that turns news articles into quantitative sentiment and event signals for institutional investors.
• Podcast Sentiment Analysis Sentiment and entity analytics product that transcribes financial podcasts and produces sentiment signals for institutional research and trading teams.
• Corporate Filings (CompuText) CompuText product that applies NLP to SEC and corporate filings, extracting structured sentiment, risk, and event signals for institutional investors.
• UDP (Unstructured Data Processing) Unstructured Data Processing service that applies NLP pipelines to financial text sources, delivering processed signals and analytics for institutional clients.
• UDT (Unstructured Data Tool) Unstructured Data Tool that enables institutional clients to analyze and extract insights from unstructured financial content using the firm's NLP infrastructure.
• ThemeX Thematic analytics platform that aggregates sentiment and content signals from multiple unstructured data sources into investment themes and narratives for institutional research.

Quantifiable outcome

• 10% cumulative return spread between top and bottom sentiment quintiles over ~10 years
• +3 more outcomes

Named customers4 records

Segments5 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability9 records

Feature14 records

Partnerships

Eight partnerships are on record, tiered core and minor.

• X (formerly Twitter)coreTechnology or Integration · 1 May 2026BridgeWise partnered with X to deliver institutional-grade social sentiment insights for global markets through an API-driven integration. The system leverages BridgeWise's wealth-native AI to analyze X's unstructured data, generating SentimentWise insights using the proprietary S-Factor framework.
• BridgeWisecoreStrategic or Co-development Partner · 3 February 2026BridgeWise, a London-based AI-native wealth intelligence provider, acquired Context Analytics on February 3, 2026. The acquisition creates the industry's first vertically integrated, wealth-native intelligence infrastructure combining BridgeWise's institutional-grade investment platform with Context Analytics' unstructured financial data processing capabilities.
• S&P Global Market IntelligencecoreTechnology or Integration · 1 April 2024Partnership with S&P Global Market Intelligence for Global Machine-Readable Filings (GMRF), offering parsed textual data from nearly 100K international companies' Annual, Semi-Annual, Quarterly, and ESG reports totaling around 4.5M documents.
• StockTwitscoreTechnology or IntegrationContext Analytics is the exclusive distributor of StockTwits data, calculating sentiment based on StockTwits messages alongside their own Twitter-based feeds.
• TIEminorOthersPartnership referenced in company's partner page listing.
• SequoiaminorOthersPartnership referenced in company's partner ecosystem page.
• BlackthorneminorOthersPartnership referenced in company's partner ecosystem page.
• Dewey DataminorChannel Partner/ Reseller/ DistributorContext Analytics textual data made available for academic use through Dewey Data platform, expanding reach to university researchers.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Others

• Eagle Alpha: Eagle Alpha is an alternative-data marketplace and research provider. While not a direct product competitor, it overlaps with Context Analytics in evaluating, distributing, and educating institutional buyers about alternative-data products including sentiment feeds.
• Stocktwits: Stocktwits is both a data partner (exclusive distributor relationship) and an adjacent social-trading platform. Its trading-focused social feed is the upstream source for a portion of Context Analytics' S-Factor data, making it a partial competitor in retail-sentiment and a key supplier.

Direct peers

• AlphaSense: AlphaSense is a market intelligence and enterprise search platform that uses NLP to surface insights across filings, broker research, news, and transcripts — directly overlapping with Context Analytics' filings (MRF/GMRF/CompuText) and news sentiment offerings for institutional research workflows.
• MarketPsych: MarketPsych produces NLP-derived sentiment and thematic data for financial markets, including social media, news, and filings — closely paralleling Context Analytics' S-Factor suite and serving the same quant-fund and asset-manager customer base.
• RavenPack: RavenPack is the closest direct competitor to Context Analytics, providing NLP-driven sentiment and event data on unstructured financial news, social media, and filings for institutional investors, hedge funds, and asset managers. It serves the same quantitative-trading and alternative-data use cases with overlapping product categories.
• Prattle (FiscalNote): Prattle, now part of FiscalNote, pioneered quantitative central-bank and corporate communication analytics — a directly comparable NLP-over-unstructured-text product for institutional investors, with overlap on the filings/transcripts side of Context Analytics' portfolio.

Broad incumbents

• Dataminr: Dataminr is a larger, well-capitalized real-time information discovery platform that ingests public social and news data to deliver event-detection alerts. It serves corporate, financial, and public-sector clients and overlaps with Context Analytics' social/news sentiment feeds at a broader scale.
• S&P Global Market Intelligence: S&P Global Market Intelligence is both a customer and a partial competitor. Its broader financial-data and analytics suite (including filings, transcripts, and Market Intelligence platforms) overlaps with Context Analytics' filings and news products while providing much wider institutional distribution.

Emerging players

• Accern: Accern offers AI-powered alternative-data analytics on unstructured news and social content for financial firms, overlapping with Context Analytics' Quantitative News Feed and S-Factor for use cases such as event detection and sentiment-driven trading.
• Brain Sentiment (Trendlytic): Brain Sentiment / Trendlytic provides sentiment and narrative analytics on financial news and social media, overlapping with Context Analytics' Quantitative News Feed and S-Factor metrics at a smaller scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights6 records

Customer concentration

• Xx.com/ContextAnalytic
• LinkedInlinkedin.com/company/context-analytics-inc

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds5 records

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Context Analytics