Market IQ

What Market IQ does

Market IQ is a private predictive analytics company founded in 2011 that builds a patented Natural Language Processing and AI platform for financial institutions. The platform ingests structured data (pricing, financial, equity, credit, FX) and unstructured data (social media, news, blogs, sell-side research) from over 90 sources, applying 62 proprietary NLP metrics to surface sentiment, named entities, themes, relationships, and crisis predictions. It sells bespoke enterprise solutions through a 2-3 month pilot engagement model followed by full deployment, with named customers including Barclays, TD Bank, Nasdaq, Unilever, and Shell, plus 'dozens of leading hedge funds.'

The company's product suite is organized around three target verticals. The Capital Markets offering comprises a Low Latency API with tick-level sentiment and velocity data, Portfolio Signals delivered via pre-market email, and Smart Analytics for internal/external data processing. The Investment Banking suite delivers a Cognitive Intelligence Enterprise Platform that applies NLP and predictive intelligence to internal document stores for Risk, Research, Sales & Trading, and Corporate Finance functions. The Retail Banking suite includes Journey Prediction for customer acquisition and cross-sell optimization, a Competitive Analytics Solution, and a Risk & Reputation Platform that uses crisis predictive algorithms with an 82% rate of helping clients avoid PR disasters. Market IQ's proprietary algorithms have been validated through walk-forward analysis delivering an Information Ratio of 4.4 with Price Reversal Strategies and 2.6 with Price Momentum Strategies.

Revenue is generated through enterprise platform subscriptions, a usage-based low-latency API feed, and recurring portfolio signals delivered via email. The company employs direct enterprise sales exclusively, with no channel or self-serve distribution, and operates a hybrid on-prem/off-prem deployment model to satisfy institutional data security and regulatory requirements. Market IQ maintains offices in New York, Toronto, and London. The firm participated in the Techstars accelerator program in 2014; no subsequent funding rounds are disclosed in source materials.

Name

Market IQ

Legal name

Market IQ

Website

https://themarketiq.com

Company type

Private

Founded year

2011

Operating status

Operating

Headcount range

11–50 employees

Short description

Market IQ is a private predictive analytics company applying patented NLP and AI to structured and unstructured data for financial institutions. It serves retail banks, investment banks, and hedge funds with bespoke big-data solutions, low-latency sentiment APIs, and crisis-prediction tools.

Ownership category

akta.pro rank

Product category

Predictive Analytics Platform

NAICS

Software Publishers (5132), Marketing Research and Public Opinion Polling (541910)

SIC

Investment Advice (6282)

akta.pro primary industry

Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights) (HDAEAMAD)

akta.pro secondary industries

Data Analytics & Business Intelligence Services (BPAHALAC), Financial Services Personalization (Banking, Investing, Insurance) (HDAAAGAH)

Keywords

• Predictive analytics platform
• Natural language processing
• Sentiment analysis software
• Alternative data analytics
• Financial market intelligence

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise Platform Subscription: Bespoke big data analytics platform solutions delivered as pilot projects (2-3 months) followed by full deployment. The platform is customized to each organization's unique requirements, suggesting enterprise licensing arrangements.
2. Low Latency API Feed: Provides key sentiment inflection thresholds at the security level via API, incorporating tick level sentiment and velocity data for multi-factor models. Delivered as a data feed service.
3. Portfolio Signals Service: Velocity Indicators and Sentiment Inflection Points delivered via email pre-market as PDF and Excel file. Behavioral insights on peers and related industries included.
4. Risk & Reputation Platform: Customized crisis prediction platform with tiered notifications based on confidence thresholds (40% for social media team, 70% for PR team).

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

Market IQ provides a patented predictive analytics platform that combines proprietary Natural Language Processing and Artificial Intelligence frameworks to ingest and analyze over 90 structured and unstructured data sources, including social media, news, blogs, and financial market data. The platform delivers bespoke enterprise solutions for capital markets, investment banking, and retail banking clients, surfacing sentiment signals, named entities, themes, and predictive intelligence for smarter data-driven decision making.

Product overview

Market IQ is a Predictive Analytics Platform that combines a core big data analytics platform with specialized solutions for capital markets, investment banking, and retail banking. The core platform ingests both structured and unstructured data from over 90 pre-built connectors and applies patented Natural Language Processing algorithms to surface actionable insights. The Capital Markets Platform (with Low Latency API and Portfolio Signals) serves hedge funds with sentiment-driven alpha generation. The Investment Banking solution provides Cognitive Intelligence for internal/external data processing. The Retail Banking suite includes Journey Prediction, Competitive Analytics, and Risk & Reputation modules. The company also offers specialized products like the Incident Dashboard for specific clients like Barclays.

Differentiator

Problem solved

Functional benefit

Products and services

• Market IQ Predictive Analytics Platform The core big data analytics platform built from the ground up specifically for institutions with multiple sources of data. It augments decision-making by transforming structured and unstructured data into actionable insights at speed-of-thought using proprietary NLP and AI frameworks.
• Capital Markets Platform Behavioral finance and fundamental analytics solution that surfaces actionable signals based on consumer and investor perception to help augment investment decision making. Predicts short-term price movements to help generate incremental alpha and identify new targets.
• Low Latency API Low latency API feed that provides key sentiment inflection thresholds at the security level to help generate incremental alpha within existing multi-factor models. Incorporates tick level sentiment and velocity data for capital markets professionals and hedge funds.
• Portfolio Signals Delivers Velocity Indicators and Sentiment Inflection Points for portfolio companies via email pre-market as PDF and Excel files. Includes behavioral insights on peers and related industries to help augment the overall investment decision-making process.
• Cognitive Intelligence Enterprise Platform Bespoke big-data solution for investment banks that applies Advanced Natural Language Processing and Predictive Intelligence to internal corporate document stores. Delivers solutions pertaining to Taxonomy Development, Search Engine Enhancement, and Information Retrieval within Risk, Research, Sales & Trading, and Corporate Finance functions.
• Risk & Reputation Platform Risk and reputation platform that uses crisis predictive algorithms to quantify change in sentiment, similar to medical science diagnostic frameworks. Predicts brand-threatening crisis situations, content propagation size, incident duration, and confidence likelihood of newsworthy events with an 82% success rate in helping clients avoid PR disasters.

Quantifiable outcome

• Information Ratio of 4.4 with Price Reversal Strategies
• +2 more outcomes

Named customers5 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration14 records

AI capability7 records

Feature10 records

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• RavenPack: RavenPack applies NLP to unstructured news and social data to produce sentiment and event-driven analytics for hedge funds and banks. It is the closest direct competitor to Market IQ's Capital Markets Platform, offering similar low-latency sentiment feeds and analytics APIs.
• AlphaSense: AlphaSense provides AI-powered market intelligence and enterprise search for financial institutions and corporates. Its cognitive search and document analytics overlap with Market IQ's Cognitive Intelligence Enterprise Platform for investment banking.
• Dataminr: Dataminr applies real-time AI to public data streams for event and risk detection, serving financial services, corporates, and the public sector. Its real-time alert capabilities compete with Market IQ's Risk & Reputation and Incident Dashboard products.

Broad incumbents

• Kensho (S&P Global): Kensho, an S&P Global unit, builds AI and NLP analytics for financial institutions including event detection, document analytics, and risk analytics. It is a well-capitalized incumbent offering overlapping capabilities with Market IQ's investment banking and capital markets modules.
• Bloomberg (Sentiment & NLP Analytics): Bloomberg distributes sentiment analytics, news analytics, and AI-driven features to terminal subscribers. As a broad incumbent, it embeds NLP capabilities natively, competing with Market IQ's data feeds and analytics in capital markets.
• Refinitiv (LSEG): LSEG/Refinitiv provides market data, analytics, and content across financial services, including news sentiment and AI-augmented analytics. Its broad distribution and enterprise relationships make it a comparable broad incumbent for Market IQ's institutional clients.

Emerging players

• Prattle (acquired by LSEG): Prattle applied NLP to central bank communications and corporate disclosures for predictive analytics. Its acquisition by LSEG highlights both the strategic value of this niche and the difficulty of scaling independently, making it a relevant reference point for Market IQ's policy/text analytics work.
• Brain Sentiment: Brain Sentiment offers AI-driven sentiment analysis of financial news and social media for trading and risk use cases. It is an emerging, niche player with direct overlap on Market IQ's sentiment and crisis prediction capabilities.
• Accern: Accern provides no-code AI workflows for financial services to mine alternative data and unstructured text. Its platform overlaps with Market IQ's pre-built connectors and NLP-driven analytics for buy-side and corporate users.
• Trefis: Trefis applies quantitative models and analytics to drive investment insights for retail and institutional audiences. While narrower in scope, it overlaps with Market IQ's Capital Markets Platform use case of generating alpha and actionable signals from fundamental and behavioral data.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/themarketiq
• LinkedInlinkedin.com/company/market-iq-inc

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors1 record

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 Market IQ