Report updated Apr 18, 2026

TL;DR:Glean Work is an enterprise-grade AI assistant that centralizes organizational knowledge and automates workflows by connecting to over 100 workplace applications.|TL;DR:Glean Work is an enterprise-grade AI assistant that centralizes organizational knowledge and automates workflows by connecting to over 100 workplace applications.

Glean Work is an established productivity app that is available. With a 4.8/5 rating from 93 reviews, it shows polarized user reception.

What is Glean Work?

Glean Work is an enterprise-grade AI assistant that centralizes organizational knowledge and automates workflows by connecting to over 100 workplace applications. It is designed for organizations that need to bridge the gap between fragmented data silos and actionable insights. Targeted at enterprise employees, Glean positions itself as a secure, assistant-first productivity tool. Its primary differentiator is the combination of enterprise-grade security with a natural language agent builder, allowing non-technical users to automate complex workflows within a compliant environment.

Current Momentum

v3.0

No release notes available.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

Notion: Notes, Tasks, AI

Notion: Notes, Tasks, AI

By Notion Labs, Incorporated

Other Rivals

Slack
Microsoft Copilot
Evernote
ClickUp: Tasks, Chat, Docs, AI
Asana: Work Management
monday - Work Platform
Obsidian - Connected Notes
Infosys Confluence 2026

7-Day Rank Pulse 🇺🇸

Productivity

No ranking data

Rating Pulse 🇺🇸

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

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What Are The Key Features?

Enterprise AI AssistantDifferentiator

A personalized AI assistant that helps users plan their day, run meetings, find information, and draft/summarize content.

AI Agent BuilderDifferentiator

Allows users to create custom AI-powered workflows and agents using natural language.

Unified Enterprise SearchStandard

Searches across 100+ workplace applications like Google Drive, Slack, Jira, and Salesforce to find documents, files, and people.

Glean ProtectDifferentiator

Ensures AI security with real-time permissions and access control across the enterprise.

Platform ExtensibilityStandard

Provides APIs, SDKs, and custom plugins to extend Glean to any application.

How much does it cost?

Subscription
  • Enterprise-focused subscription model
  • Requires account created by company admin

B2B enterprise SaaS model; monetization is driven by organizational licensing rather than individual consumer subscriptions.

Who Built It?

Glean Work app icon 1
Glean Work app icon 2
Glean Work app icon 3
Glean Work app icon 4

Glean Work

(70)

Centralizing enterprise knowledge through an AI-first assistant. Helping employees navigate fragmented data across workplace applications.

Portfolio

3

Apps

Free 2
Productivity100%

Who is Glean Work?

Glean operates as a horizontal enterprise search and AI orchestration layer, positioning itself as the 'connective tissue' for fragmented SaaS stacks. Their moat is built on deep integrations with over 100 workplace applications, allowing them to provide context-aware generative AI responses that are grounded in proprietary company data. The strategic tension lies in their ability to maintain this integration depth as they expand from search into agentic workflows and automated content generation.

Who is Glean Work for?

  • Corporate employees
  • Enterprise teams struggling with information silos across multiple SaaS platforms
Intense

Portfolio momentum

Released 10 updates across 3 apps in the last 6 months, indicating a high-frequency development cycle focused on rapid feature iteration.

Last release · 24d agoActive apps · 3

What do users think recently?

Analysis in progress, available soon

What is the competitive landscape for Glean Work?

How's The Productivity Market?

Market outlook for this category

Available very soon

The rivals identified

The Nemesis

  1. -

    Custom AI Agents

  2. -

    AI Meeting Notes

Contenders

Slack Connect

Slack AI

GPT-5 Integration

Mico Visual AI Companion

AI Assistant

Web Clipper

AI Super Agents™

Unified Workspace

Peers

AI-Powered Agents

Work OS Customization

Local-First Markdown Storage

Graph View

Infosys Confluence 2026

Infosys Confluence 2026

0

Hubilo Softech Private Limited

A primary source of truth for enterprise knowledge that Glean aggregates, but also competes as a standalone knowledge hub.

Coda

Coda

3.0 (773)

Coda Project, Inc

🚀

Combines documents and data into a single workspace with AI automation features.

New Kids on the Block

Pro Search & Deep Research

Cited Sources

The outtake for Glean Work

Strengths to defend, gaps to attack

Core Strengths

  • Deep integration capabilities across 100+ enterprise platforms.
  • Strong focus on security and compliance (Glean Protect).
  • Low-code/No-code AI agent builder.

Critical Frictions

  • High barrier to entry (requires company-wide admin setup).
  • Limited consumer-facing brand awareness.
  • Dependency on the data quality of connected third-party apps.

Growth Levers

  • Expanding into on-premises support for highly regulated industries.
  • Leveraging the 'Agentic Workflow' trend to replace legacy automation.
  • Deepening integration with data warehouses like Snowflake.

Market Threats

  • Platform lock-in from Microsoft Copilot and Google Gemini.
  • Rapid innovation from AI-first search startups.
  • Native AI features being built into existing knowledge hubs like Confluence.

Key Takeaways

Glean Work is an established productivity app that is available. With a 4.8/5 rating from 93 reviews, it shows polarized user reception.

Where Is It Heading?

Trend analysis

Available very soon

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Glean Work, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

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Cite this report

Marlvel.ai. “Glean Work Intelligence Report.” Updated Apr 18, 2026. https://marlvel.ai/intel-report/productivity/glean-work

Agent Markdown (.md)·

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