AlphaSense vs Glean

AlphaSense vs Glean: Key Differences

Glean is an enterprise search and knowledge platform built to help organizations find and act on what they already know. It is geared toward improving employee productivity through internal search, knowledge discovery, and workflow automation across the tools a company already uses. Glean has increasingly extended this into agentic workflows and, more recently, connections to third-party data providers.

AlphaSense, by contrast, is an end-to-end market intelligence platform built around a universe of premium, proprietary content that AlphaSense itself sources, licenses, and curates. In AlphaSense, all of this content is searchable alongside a customer's own internal content through purpose-built AI. The result is a deep, comprehensive, holistic picture of any company, industry, trend, or market. Here's how Glean compares to AlphaSense and how to choose the right platform for your needs.

Feature Comparison

AlphaSense

AlphaSense is a leading enterprise-grade AI platform built for robust financial and market intelligence, combining 14+ years of AI development with an underlying content library of 500 million+ premium business documents. Unlike platforms that connect to third-party data providers, AlphaSense sources, licenses, and curates its own content universe end-to-end — giving users a single, traceable source of truth rather than a patchwork of external connections.

AlphaSense uses AI to turn a vast universe of financial and market data into structured, digestible, and actionable insights. Features such as integrated workflow support, agentic execution, and comprehensive monitoring and analysis tools enable users to make more confident, strategic decisions.

Consistently ranked as an industry leader by TrustRadius and G2, AlphaSense was also named a Leader in the inaugural Gartner® Magic Quadrant™ for Competitive and Market Intelligence (CMI) Platforms, positioned highest on Ability to Execute and furthest on Completeness of Vision.

Key AlphaSense features include:

Curated, Premium Datasets

AlphaSense combines public and private financial data with expert call transcripts, broker research, company documents, and news in one place — content AlphaSense itself sources and curates, not content pulled in through third-party connectors. By bringing together qualitative and quantitative insights, AlphaSense gives you the necessary context to make smarter and more 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 280,000+ 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. This means you can search across multiple companies and filings, explore historicals, build models, and benchmark performance without manually pulling individual documents.

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 from institutional-grade Canalyst models, backed by 4,500+ ready-to-use Canalyst models with detailed financials, operating metrics, and segment breakdowns that update automatically
• 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

Internal Content Integration

Users can integrate and query their own internal content in AlphaSense alongside the premium external sources listed above. Examples of supported internal content include:

• 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, driving productivity gains.

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.

AI Search, Synthesis, and Execution

Unlike generic AI tools, our decision-grade AI is trained and benchmarked to understand sector dynamics, valuation methodologies, and market context just like an analyst would. Our suite of AI tools currently includes:

Generative Search

Generative Search is a conversational search and analysis tool 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.

Deep Research mode automates 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. All of this happens in a fraction of the time it would take a human.

Additionally, with Generative Search, users can simply ask a natural-language question and the model will create a deliverable — including decks of any size, from a single-slide company profile to a 40-slide pitch book. Our slide agent supports template uploads, so the outputs are on-brand from the very first draft, no reformatting required. Users can leverage custom agents to automate the generation of recurring deliverables, from earnings summaries to sector updates, and have them land as polished drafts, not raw notes. Available on mobile.

SuperAnalyst (in beta)

SuperAnalyst is an always-on AI agent that orchestrates users’ entire workflows. With it, users can run entire multi-week projects, automate their day-to-day tasks, and streamline one-off common jobs with the same tool.

SuperAnalyst is an always-on, set-it-and-forget-it AI agent that:

• Can autonomously interact with all of the data and tools on the AlphaSense platform, including actions like downloading Canalyst Financial models, creating and editing Watchlists, and setting alerts.
• Has persona-specific, preconfigured set of skills purpose-built to help you automate your most repetitive work.
• Has persistent memory so nothing is lost between sessions or stages of a project.
• Can write and run code to perform data analysis, build visualizations, and create polished work products in PowerPoint or Excel
• Can run entirely on its own — triggered on a schedule (daily or weekly) or by events like new document alerts or model updates — so your most routine workflows just happen.

Workflow Agents

AlphaSense Workflow Agents are pre-built, end-to-end research workflows that transform hours of manual work into minutes with a single click — no blank page, no prompt engineering. Each agent is designed around a specific task: generating a company profile for an IB pitch, running a diligence scan of a niche sector for a PE analyst, or surfacing market adoption signals for a corporate strategist. For teams that want full control, Custom Workflow Agents let you build and automate your own recurring workflows on top of the same Generative Search technology. These custom agents can also be scheduled to operate autonomously, so your briefing or report gets sent to your inbox before you need it.

AlphaSense for PowerPoint

AlphaSense for PowerPoint is a native add-in that brings the power of AlphaSense into your working decks, reading your existing slides, understanding your structure, and making targeted edits. It brings AlphaSense's full content library of 500M+ documents spanning broker research, earnings transcripts, filings, expert interviews, and your firm's own internal documents directly into the side-pane, meaning you never have to leave PowerPoint to do research.

Within PowerPoint, users can ask AlphaSense to add a funding timeline, update the market overview with last quarter's earnings data, or generate a new competitive section based on recent filings or expert call transcripts. It can also review your slides: Ask it to scan for logical gaps, stale data, or inconsistencies between slides, and it will suggest improvements based on context pulled from the AlphaSense platform. Link slides to their Excel models so charts and tables refresh when assumptions change without re-exporting or re-pasting, and move between your decks and models with ease.

AlphaSense for Excel

AlphaSense for Excel brings that same intelligence into spreadsheets. For example, users can prompt the platform (in natural language) to add a quarterly revenue build with scenario cases, layer in an LBO debt schedule, or restructure the assumptions tab — and the model extends the logic instead of replacing it. Because the edits are surgical, existing formulas and dependencies stay intact.

Because AlphaSense draws from proprietary licensed content, you can ask within Excel to pressure-test your revenue assumptions against what management actually said on the last three earnings calls, or cross-reference a margin build against broker consensus. This enables you to catch where a model may have drifted from the underlying research, with full source traceability back to the original document.

Due Diligence Workspace

Due Diligence Workspace is a dedicated, AI-native environment purpose-built for deal teams. Sync your VDR documents (including via a native SS&C Intralinks integration), organize them alongside internal notes and memos, and run AI agents that flag risks, validate management claims against outside sources, and generate investment-committee-ready outputs in minutes — all in one secure environment.

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.

Check out our Sentiment Indices: sector-level indicators across 15+ sectors, aggregating sentiment across earnings transcripts and normalized on a -100 to +100 scale, updated every reporting cycle. This gives users a structured, cross-company read on where confidence is rising or falling, not just a single-document tone read.

Monitoring, Analysis, and Collaboration Tools

AlphaSense is designed to help users uncover insights faster with the following tools:

• Workspaces to organize threads, content, and deliverables for your projects
• Customizable dashboards and tailored real-time alerts for monitoring companies and themes
• Notebook and commenting for team collaboration
• Table Tools for spreadsheet-style visualizations directly from filings
• Image Search to surface insights buried in charts
• Snippet Explorer for historical mentions of any topic in a single view
• Mobile app for real-time alerts and AI search on the go
• Automated Monitoring with real-time alerts on market movements, news, and competitor activity, plus regular company/topic snapshots

AlphaSense Pros:

• Extensive, licensed content database spanning broker research, expert calls, company documents, news, and regulatory sources — not dependent on customer-uploaded documents alone
• Deep quantitative financial data and analysis tools
• 14+ years of investment in domain-specific AI
• Agentic workflow execution alongside traditional search
• 4,500+ pre-built financial models that update automatically
• Live transcripts across past, present, and future events, viewable in real time
• Automated, customizable real-time alerts
• Internal note-taking, sharing, and collaboration features
• API and integration support for internal content
• Built for enterprise-level organizations and teams
• Mobile app with full content library, generative search, and alerts
• Strong customer support: 24/7 chat, Live Help, regular live education webinars

AlphaSense Cons:

• Robust visualization tools are limited to beta at this time
• Collaboration tools are limited to users with AlphaSense licenses

Glean

Glean is an enterprise search and knowledge discovery platform for modern professionals. Founded in 2019, Glean’s original goal was to streamline internal data access and utilization for enterprises. Since then, Glean has expanded beyond search into agentic workflows and enterprise AI governance.

As an enterprise search platform, Glean enables organizations to search across their own documents, emails, databases, and collaboration tools as well as connect to third-party data providers. In 2026, Glean added native connectors to financial and company data sources including S&P Global, FactSet, PitchBook, Daloopa, Crunchbase, and CB Insights. However, Glean still lacks a built-in content set of licensed, curated external data.

Glean incorporates the following key features:

Internal Search and Knowledge Discovery

Glean allows users to search across various apps and data sources via connectors and integrations, and uses semantic search to discover key insights in that data.

Enterprise Knowledge Graph

Glean builds a permissions-aware knowledge graph of content, people, and activities within the organization, mapping relationships and responsibilities. Using this graph, Glean can identify subject matter experts within a company and surface them when someone is searching for the go-to person on a topic.

Generative AI and Agentic Workflows

In recent years, Glean has expanded beyond its original suite of generative AI tools (AI Answers, in-context recommendations, and Work Assistant) into a broader agentic platform that includes:

• Agentic Engine – orchestrates autonomous agents across connected enterprise systems to complete multi-step tasks, not just answer questions
• Canvas – co-authoring interface for building documents and content directly within Glean
• Model flexibility – Glean supports 15+ third-party LLMs and positions itself as model-neutral

Enterprise-Grade Security

Glean has built out a dedicated governance layer that boasts the following security certifications and features:

• SOC 2 Type II and ISO/IEC 27001 certified, and has also achieved ISO 42001 (an AI management systems standard) and HIPAA compliance.
• Glean Protect / Protect+ — a paid governance layer providing audit logs, restricted-topic controls, runtime guardrails for AI agents, and regional data residency.
• Zero data retention for LLM training, encryption in transit and at rest, and single-tenant/customer-managed hosting options.

Related Reading: Best Enterprise Search Software (Buyer’s Guide)

Glean Pros

• Strong tool for searching for and discovering internal company information
• Unified search across many sources via connectors and integrations
• Agentic workflows that go beyond search to complete multi-step tasks
• Model neutral: supports 15+ third-party LLMs
• Generative AI features that make search faster, easier, and more precise
• Great collaboration and knowledge-sharing features
• Enterprise-grade governance, permissions, and security standards

Glean Cons

• No built-in external content sets available on the platform, such as company documents, news, broker research, or expert calls
• Not built for end-to-end market research workflows; lacks financial modeling, comps, and deal-specific tooling
• No customizable alerts or monitoring dashboards