Top 8 Glean Alternatives in 2026

What is Glean?

Glean is an enterprise AI search platform that indexes your company's documents, emails, Slack messages, and other content to let employees find information using natural language queries. Founded in 2019, Glean has raised over $200M and primarily serves large enterprises with 1,000+ employees.

While Glean excels at document search and knowledge management, it has limitations that lead teams to explore alternatives:

• No database querying - Can't connect to PostgreSQL, MySQL, or data warehouses
• No document generation - Can't create reports, proposals, or spreadsheets
• Enterprise-only pricing - Requires sales call, minimum contract, estimated $25-40/seat/month
• No self-serve signup - Can't try before you buy

Glean Alternatives Comparison Table

1. Skopx (Best Overall Glean Alternative)

Skopx is a conversational AI analytics platform that goes beyond document search. While Glean indexes your documents, Skopx connects to 47+ tools including databases, CRMs, project management, and communication platforms, then lets anyone ask questions in plain English.

What sets Skopx apart from Glean is its ability to query live data. Ask "What was our revenue last quarter?" and Skopx queries your database directly, generates a visualization, and cites the source. Glean can only search existing documents for that information.

Best for: Teams that need both document search AND data analytics in one platform.

Pricing: $16/seat/month (BYOK). See pricing

Key advantages over Glean:

• Natural language database querying (PostgreSQL, MySQL, MongoDB, Snowflake)
• AI document generation (reports, proposals, pitch decks, financial models)
• Built-in AI agents (QA testing, research, startup tools)
• 60% cheaper than Glean's estimated pricing
• Self-serve signup, no sales call required

2. ThoughtSpot

ThoughtSpot is an analytics platform with a search-driven interface for data exploration. It connects to data warehouses and lets users create visualizations using natural language. ThoughtSpot is best for data-heavy teams that need self-serve BI.

Best for: Data teams with existing data warehouses who need self-serve analytics.

Pricing: Starts at $95+/user/month. Enterprise pricing requires sales call.

Limitations vs Skopx: 6x more expensive, no document generation, no AI agents, limited to data warehouse connections only.

3. Microsoft Copilot

Microsoft Copilot integrates AI across Microsoft 365 (Word, Excel, PowerPoint, Outlook, Teams). It's the natural choice for organizations fully invested in the Microsoft ecosystem.

Best for: Organizations already using Microsoft 365 who want AI assistance within existing tools.

Pricing: $30/user/month (requires Microsoft 365 subscription).

Limitations vs Skopx: Locked to Microsoft ecosystem, can't connect to Slack/Jira/GitHub, no cross-tool analytics, nearly 2x the price.

4. Guru

Guru is a knowledge management platform that organizes company information into verified "cards" that employees can search. It integrates with Slack, Teams, and browser extensions for contextual knowledge delivery.

Best for: Customer support and sales teams who need quick access to verified company knowledge.

Pricing: $15/user/month.

Limitations vs Skopx: No data analytics, no database querying, no document generation, requires manual knowledge card creation.

5. Notion AI

Notion AI adds AI capabilities to the popular Notion workspace. It can answer questions about your Notion pages, generate content, and summarize documents. Best for teams already using Notion as their primary workspace.

Best for: Teams using Notion who want AI within their existing workspace.

Pricing: $10/user/month add-on (requires Notion subscription).

Limitations vs Skopx: Only searches Notion content, no cross-tool integration, no database querying, limited to Notion's ecosystem.

6. Moveworks

Moveworks is an enterprise AI assistant focused on IT support and employee service. It automates IT tickets, password resets, and common workplace requests. Moveworks is best for large enterprises with high IT support volume.

Best for: Large enterprises (5,000+ employees) with heavy IT support needs.

Pricing: Custom enterprise pricing (typically $100K+/year).

Limitations vs Skopx: IT-focused only, no data analytics, no document generation, enterprise-only pricing.

7. Dashworks

Dashworks is a lightweight AI search tool that connects to popular workplace apps and lets employees search across all their tools. It's simpler than Glean and targets smaller teams.

Best for: Small teams (10-50 people) who need a simple, affordable search across their tools.

Pricing: $8/user/month.

Limitations vs Skopx: No data analytics, no database querying, no document generation, limited AI capabilities.

8. Capacity

Capacity is an AI-powered support automation platform that combines knowledge management with helpdesk automation. It's designed for support teams who want to deflect tickets with AI-powered self-service.

Best for: Support teams looking to reduce ticket volume with AI-powered knowledge bases.

Pricing: Custom pricing (starts around $49/user/month).

Limitations vs Skopx: Support-focused only, no cross-tool analytics, no database querying, higher cost.

How to Choose the Right Glean Alternative

When evaluating Glean alternatives, consider these factors:

• Do you need data analytics? If yes, choose Skopx or ThoughtSpot. Glean, Guru, and Dashworks are search-only.
• What's your budget? Dashworks ($8) and Notion AI ($10) are cheapest. Skopx ($16) offers the best value for features. ThoughtSpot ($95+) and Moveworks (custom) are the most expensive.
• How many tools do you use? Skopx (47+) and Glean (100+) connect to the most tools. Microsoft Copilot only works with Microsoft 365.
• Do you need document generation? Only Skopx and Microsoft Copilot can generate documents. The rest are search/query only.
• Team size? For teams under 50, Skopx or Dashworks. For 50-500, Skopx or ThoughtSpot. For 500+, Skopx, Glean, or Moveworks.

Frequently Asked Questions