Trusted by the world's leading firms:
- 95%
- of the top consultancies
- 80%
- of the top asset management firms
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- of the largest pharmaceutical companies
- 88%
- of the S&P 100
Overview
| Feature | AlphaSense | Contify |
|---|---|---|
| Advanced AI search that picks up on relevant synonyms and tone/sentiment | ||
| Access to expert call library and expert call services | ||
| Access to broker research | ||
| Access to company documents | Limited | |
| Access to earnings transcripts | ||
| Access to news and public web data | ||
| Generative AI summarizations | ||
| Seamless user interface, with cloud functionality and intuitive UX design | ||
| Ability to upload your own internal content | ||
| Ability to add annotations and comments | ||
| Ability to set up monitoring tools (real-time alerts, watchlists, and dashboards) | ||
| Enterprise-grade security |
AlphaSense

AlphaSense is a leading enterprise-grade AI platform built for robust financial and market research. AlphaSense uses AI to turn a vast universe of financial and market data into structured, digestible, actionable insights. Features such as integrated workflow support and comprehensive monitoring and analysis tools enable users to take more confident, strategic action.
Consistently ranked as an industry leader by TrustRadius and G2, AlphaSense was also named for the second year in a row in Inc’s 2025 Best in Business list in the “Best AI Implementation” and “Best in Innovation” categories.
Key AlphaSense features include:
Curated, Premium Datasets
AlphaSense is the only tool that combines public and private financial data with expert call transcripts, broker research, and news in one place. By bringing together qualitative and quantitative insights, AlphaSense gives you the necessary context to make smarter and better informed decisions.
Premium External Market Insights
Our library of qualitative content includes:
- Wall Street Insights, a collection of equity research that features more than 1,700 broker sources, including Goldman Sachs, Morgan Stanley, Bank of America, and Citi
- Expert calls, which includes over 240,000 interviews with pre-qualified experts and the ability to conduct your own 1:1 calls with 70% cost savings compared with traditional expert networks. This also includes Channel Checks, which are AI-led interviews with validated industry experts, which result in faster, more consistent, and more scalable insight extraction.
- Company documents and filings, including earnings transcripts, company presentations, SEC and global filings, ESG reports, and press releases
- Live transcripts that allow users to view past, current, and upcoming event transcripts in a calendar, as well as view transcripts of ongoing events in real time
- News, trade journals, and regulatory coverage
Company Perspectives
AlphaSense streamlines access to SEC filings, earnings and events transcripts, financial documents, and more. Users can easily search across multiple companies and SEC filings, as well as explore past filings, create models, and benchmark company performance, without needing to pull up individual filings to manually track a company’s metrics.
Internal Content Integration
Users can integrate and query their own internal content in AlphaSense alongside the premium external sources listed above. This includes:
- Internal research, notes, and presentations
- CIMs and investment memos
- VDRs
- Reports from industry and market intelligence providers
- Emails, newsletters, web pages, and RSS feeds
Internal content is easily and securely integrated through our Ingestion API or enterprise-grade connectors, which support Egnyte, Microsoft 365/Sharepoint, Box, Google Drive, S3, and more. Our integration capabilities allow for more streamlined collaboration with members across your organization and improved productivity. Our proprietary AI technology allows you to search across all internal and external company content to find crucial insights, catching what other platforms miss in a secure and automated way.
Financial Data
AlphaSense provides access to the following crucial quantitative insights:
- Historical Financials & Estimates: Standardized statements and consensus data across 19,000+ public companies
- Sector-Specific KPIs: Detailed operating metrics sourced from institutional-grade Canalyst models
- Transaction Intelligence: Details on nearly 1 million M&A deals and 750,000 private funding rounds, enriched with AI-generated deal rationale and strategic context
- Dynamic Peer Sets: 125+ pre-built industry comparables with sector-specific metrics
Channel Checks
AlphaSense Channel Checks is a living channel intelligence system. Thousands of consistent conversations every month surface clean, comparable signals on demand and pricing from ground-level channel sources weeks before the market catches on. Our AI-led interviews surface demand trends, pricing movements, and competitive dynamics as they happen instead of in static postmortem reports.
AI-powered synthesis turns expert perspectives into actionable intelligence instantly, not over the course of weeks. You can simultaneously interrogate dozens of Channel Check interviews across peer sets to extract demand, inventory, and pricing insights in seconds. And with full transcript access, you can build conviction through source-level verification and defend investment recommendations with primary source evidence, eliminating the trust gap inherent in third-party research summaries.
AI Search and Summarization Technology
Our industry-leading generative AI tools are purpose-built to deliver business-grade insights, leaning on 10+ years of AI tech development. Our suite of tools currently includes:
Generative Search

Generative Search is a conversational search experience that allows users to ask natural-language questions and source intelligence at scale from across premium external content, internal knowledge, and quantitative data sources. Each answer provides citations to the exact snippet of text from where the information was sourced, so that it can always be referenced back.
With Deep Research mode, users can automate the creation of in-depth analysis about companies, trends, or industry topics. The model conducts dozens of searches, parses through thousands of potentially relevant results, and reasons over all of it to produce comprehensive, detailed analysis about any topic — in a fraction of the time it would take a human.
You can also take Generative Search on the go with our mobile app, giving you access to instant answers, wherever you work.
Generative Grid

Generative Grid applies multiple genAI prompts to many documents at the same time to quickly provide organized answers to research questions at scale, in an easy-to-read table format. This enables clients to summarize documents using pre-built criteria to save time when executing repeatable workflows.
Smart Summaries
Every earnings transcript in AlphaSense features an AI-generated Smart Summary, which creates a tearsheet of key takeaways, analyst Q&A, and the most critical topics discussed in each call. AlphaSense users leverage Smart Summaries during earnings season to extract the most crucial insights from each call in just minutes, ensuring a comprehensive and timely view of key insights.
Sentiment Analysis

Sentiment Analysis, a natural language processing (NLP)-based feature, parses content and identifies nuances in language such as tone and subjective meaning. It then uses color coding to help users identify instances of positive, negative, and neutral sentiment throughout the document.
Integrated Workflows
The AlphaSense platform includes the following features that help research professionals conduct key workflows with greater speed and confidence:
- AlphaSense Excel Add-In: Excel tool with custom formulas and simple syntax, analysis templates, and pre-built Industry Comps to quickly get you up and running.
- Canalyst Model Access: 4,500+ ready-to-use models with detailed financials, operating metrics, and segment breakdowns.
- Purpose-built automations: One-click agents that run full earnings workflows, from in-depth call analysis to tracking a company’s self-reported guidance to extracting key themes from analyst Q&As.
- Domain-Specific AI: Unlike generic AI tools, our AI is trained and benchmarked to understand sector dynamics, valuation methodologies, and market context just like an analyst would.
Monitoring, Analysis, and Collaboration Tools
AlphaSense is designed to help users uncover insights faster with the following tools:
- Customizable dashboards create a centralized information hub for monitoring key companies and themes, while tailored alerts provide real-time updates.
- Powerful collaboration tools like Notebook and commenting features help teams manage and share insights more effectively.
- Table Tools allow you to move faster with spreadsheet-style visualizations directly from company filings, so you can chain together, edit, and optimize tables for analysis.
- Image Search allows you to discover insights buried in charts to quickly return data without reading through pages of documents.
- Snippet Explorer allows you to effortlessly assess any topic or theme and all its historical mentions in a single view.
- A mobile app that lets you track real-time alerts and run AI searches on the go, ensuring you never miss a critical insight.
- Automated Monitoring allows you to set up real-time alerts that send instant updates on any relevant market movements, news, emerging trends, and competitor activities. We also generate snapshots of companies and topics regularly that keep you ahead of the curve with actionable insights.
AlphaSense Pros:
- Extensive content database that spans key market perspectives, including broker research, expert calls, company documents, news, and regulatory sites
- Extensive quantitative insights and financial data workflow and analysis tools
- 14+ years of investment in AI
- AI and genAI tools that users can apply to integrated internal content alongside platform content
- 4,500+ pre-built financial models that update automatically
- Live transcripts that allow users to view past, present, and future event transcripts in a calendar and view event transcripts in real time
- Automated and customizable real-time alerts
- All-in-one research platform
- Internal note-taking, sharing, and collaboration features
- Support for APIs and integrations
- Supports enterprise-level organizations and teams
- A mobile app designed for on-the-go workflows, providing access to our full content library, generative search, and alerts
- Excellent customer support team, including 24/7 chat with product specialists, a Live Help button on the website, and regular live AlphaSense Education webinars
AlphaSense Cons:
- Visualization tools are limited at this time
- Collaboration tools are limited to users with AlphaSense licenses
Contify

Contify is an AI-powered market and competitive intelligence platform designed to help businesses track information on competitors, customers, and industry segments, as well as share actionable intelligence across their organizations.
Contify uses AI and NLP technologies to collect, curate, and analyze information from over 1 million public sources — including websites, news sources, press releases, regulatory documents, and more. Using this information, users can track competitor business expansions, thought leadership, new innovations, technology, and operational and legal challenges. Contify’s AI is used for summarization, tagging, sentiment analysis, and signal detection across tracked sources. It’s not designed for deep document analysis or financial workflows.
Contify is well-suited for enterprise organizations looking for competitive insights, but it’s limited in its functionality as an all-in-one market research solution. Since it does not provide access to any premium or proprietary content — such as broker research or expert calls — many users may feel the need to supplement with an additional platform to get a competitive edge.
Contify offers the following key features:
Newsfeed
Contify offers a centralized repository of competitive and market intelligence, sourced from public web data, as well as a search engine to help users find relevant sources. Users can search and filter content by competitor, industry, topic, geography, and other criteria to surface the most relevant insights. The platform continuously monitors tracked entities and updates the newsfeed in near real time. Contify also allows users to track niche trade publications, regulatory portals, RSS feeds, and other custom sources.
AI-Generated Insights
Contify leverages AI to streamline intelligence workflows through:
- Automated summarization of external content
- Signal detection and sentiment analysis
- Entity tagging
- Natural-language Q&A via “Athena”
All AI insights are designed to be easily sharable across teams to streamline workflows and facilitate collaboration. Contify also uses AI-powered translation to facilitate multilingual monitoring and global intelligence coverage.
Customizable Dashboards
Contify allows users to build dedicated dashboards for competitors, customers, partners, market segments, and topics of interest. Dashboards provide:
- Trend visualization and activity timelines
- Monitoring of competitor moves (including product updates, hiring, partnerships, and pricing changes)
- Unified views of tracked intelligence
Contify also supports competitive battlecards and data visualizations that help sales, product, and strategy teams operationalize insights.
Newsletters and Alerts
Users can set up automated real-time alerts to be notified of updates regarding their competitors, customers, or topics of interest. Users can also use Contify to create personalized newsletters with their own commentary and insights on relevant updates. These newsletters can be easily disseminated to key stakeholders, and then Contify helps users analyze viewership and performance.
Integrations and API Access
Contify integrates with enterprise tools like Slack, MS Teams, SFDC, PowerBI, and API for custom integrations. Users can also collaborate and exchange knowledge using the News API, which enables teams and coworkers to collaborate more effectively and make better data-driven decisions.
Contify Pros:
- Aggregates news and publicly available competitive data in one place
- Supports custom sources and niche feeds for industry-specific monitoring
- Uses AI to summarize, organize, and discover insights
- Well-suited for enterprise organizations
- Real-time alerts and customizable dashboards for competitor monitoring
- Incorporates multiple collaboration and knowledge sharing tools
- Offers a user-friendly interface with easy-to-use features
- Robust library of sources with intelligence on multiple functions, including regulations, innovations, M&A, industry themes, and patents
- Features smart translation feature for over 100+ languages
- Integrates with business tools for streamlined workflows
Contify Cons:
- Some users have reported issues with data accuracy and customization options
- Lacks access to broker research
- No expert calls
- AI capabilities are focused on monitoring, rather than advanced research synthesis or cross-document analysis
- No built-in access to quantitative financial data
- Not structured for deep search across premium sources
AlphaSense clients include respected leaders in every sector:

Frequently Asked Questions
AlphaSense is the only tool that combines public and private financial data with expert call transcripts, broker research, company documents, and news in a single research platform. By bringing together qualitative and quantitative insights, AlphaSense provides the context necessary to make smarter and better informed decisions. The platform also allows users to upload, index, and search internal content alongside external sources using advanced AI-driven search and generative capabilities.
Contify, by contrast, focuses primarily on aggregating and monitoring public web and news sources for competitive intelligence workflows. It does not include bundled access to premium financial research libraries such as broker research or expert call transcripts. While Contify supports internal content ingestion, it does not provide the same level of advanced AI-driven search, cross-document synthesis, and research automation across both internal and premium external content.
AlphaSense has invested over a decade in the development of its tech stack, and our AI and genAI tools are built for comprehensive market intelligence workflows. Our advanced AI search technology, sentiment analysis, and generative AI capabilities help you get the most value out of each piece of content, all while saving you time and increasing your confidence in your research.
Meanwhile, Contify’s AI is primarily designed for helping teams extract meaning from large volumes of content — through summarization, organization, and signal detection. It is not, however, designed for deep research across premium financial content and broad market intelligence at scale.
Ultimately, users choose AlphaSense for its breadth and depth of content, its proprietary data sets like broker research and expert call transcripts, and its AI-powered research capabilities that enable deeper analysis and faster insight generation at scale.
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