# Glean vs TopoAI

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. TopoAI records 309 monthly visits with -28.8% growth and Freemium pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [TopoAI](https://openaitools.app/tool/topoai) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://www.topoai.cc |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI Diagram Generator, AI Design Assistant |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 3,301,875 | 309 |
| MoM Growth Rate | +0.1% | -28.8% |
| Primary Market | United States | Indonesia |
| Direct Visits | 2,628,666 | 123 |
| Review Score | 4.6 | 4.2 |
| Saved Count | 7 | 0 |
| Supported Platforms | Website | Website |

## Glean

Glean addresses a problem most enterprises hit after their first wave of AI adoption: models are powerful but isolated from the context of the business. The platform builds an enterprise context layer by indexing and understanding content across the tools a company already runs on, then uses that grounding to improve both answer quality and efficiency. Because fewer irrelevant tokens need to be sent to a model, the same question costs less to serve.

The product surface spans four areas: enterprise search, an AI assistant for everyday work, an agent platform for automating long-running processes, and Glean Protect for security and governance. Administrators also get model routing and an AI gateway, letting them decide which models handle which requests without rebuilding integrations. Everything inherits the access permissions of the source systems, so answers stay within each employee's existing rights.

Glean serves large organisations across finance, healthcare, retail, technology, and government, with published customers including Booking.com, Zillow, and Ericsson. It holds SOC 2 Type II, ISO 27001, ISO 42001, HIPAA, GDPR, and TX-RAMP Level 2 attestations, and reports 275+ connectors, 40+ supported language models, and 99.9%+ uptime on core services.

**Pricing & Plans:** Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase.

- **Permission-aware enterprise search:** Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.
- **Agent builder and orchestration:** Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.
- **Model routing and AI gateway:** Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.
- **Grounded content and analysis:** Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.
- **Governance and observability:** Administrators get usage controls, spend visibility, audit logging, and compliance-ready governance for every AI interaction.

**Strengths:** Answers cite source systems and inherit their permissions, which removes the main blocker to enterprise-wide rollout; One platform covers search, assistant, and agents instead of three separate vendors; Model routing and token efficiency directly reduce the cost per AI query at scale; 275+ pre-built connectors shorten integration work considerably

**Limitations:** Enterprise pricing is quote-based, so budget planning requires a sales conversation; Full value depends on connecting many internal data sources, which takes IT effort; Smallest teams may find the platform more than they need

[Profile (Markdown)](https://openaitools.app/tool/glean.md)

## TopoAI

TopoAI is a diagramming workspace built specifically for network topology work rather than general-purpose drawing. The workflow starts where network documentation usually starts: with a brief, a rough sketch, an existing image or a reusable template. From any of those inputs TopoAI returns an editable topology, and the rest of the session happens on the canvas — adjusting devices, links, labels and zones by hand or by describing the change.

The distinguishing feature is that the AI is not only the generator. After the first draft you keep working through natural-language or voice instructions, selected-area changes, or direct manipulation of shapes and connectors. Duplicate a diagram before exploring a revision and the workspace version history lets you return to earlier states, which matters when a topology is being reviewed by several people over time. Diagrams can be exported for review while remaining editable.

The product positions itself as a single environment for the network-diagram workflow rather than one step in it. Built-in network and vendor symbols cover common hardware, while supported plans allow a private icon library so diagrams follow organisational standards. Export formats include editable files and deck-ready output, and the vendor explicitly recommends checking AI-generated diagrams against the source material before relying on them. TopoAI is offered as a freemium product.

**Pricing & Plans:** Freemium. A free entry point covers trying the generator and the workspace, with paid tiers unlocking higher limits and features such as private icon libraries and additional export options. Specific tier prices are not published on the homepage — check the site for current plans.

- **Generate from text briefs:** Describe the network in plain language or paste a diagram brief and TopoAI returns a structured, editable first draft.
- **Sketch and image to topology:** Upload a hand sketch, whiteboard photo or existing topology image and have it reconstructed as an editable diagram.
- **Text, voice and canvas editing:** Modify devices, links, labels and zones through written or spoken instructions, or work directly on the canvas.
- **Network assets and icon libraries:** Built-in network and vendor icon sets, reusable templates and an uploadable private icon library for house standards.
- **Versioning and export:** Duplicate diagrams, track versions and export editable files so a team can keep iterating after the first draft.

**Strengths:** Purpose-built for network topology rather than generic diagramming; Accepts briefs, sketches, images and templates as starting points; Editing continues after generation via text, voice or direct canvas control; Version history and duplication make revisions safe to explore

**Limitations:** AI-generated diagrams should still be verified against source requirements; Best value depends on the paid tiers, and pricing is not shown on the landing page; Voice and image reconstruction quality varies with source clarity

[Profile (Markdown)](https://openaitools.app/tool/topoai.md)

## Frequently Asked Questions

### How do Glean and TopoAI compare in monthly traffic?

Glean has 3,301,875 monthly visits, while TopoAI has 309. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Glean has a month-over-month growth rate of +0.1%; TopoAI has -28.8%.

### How does pricing compare?

Glean: Contact for Pricing. Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase. TopoAI: Freemium. Freemium. A free entry point covers trying the generator and the workspace, with paid tiers unlocking higher limits and features such as private icon libraries and additional export options. Specific tier prices are not published on the homepage — check the site for current plans.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Miro](https://openaitools.app/tool/miro) | 30,749,206 | +1.7% | Freemium, Contact for Pricing | An AI-powered visual workspace where teams think, plan, and build together | [.md](https://openaitools.app/tool/miro.md) |
| 3 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search. | [.md](https://openaitools.app/tool/dust.md) |
| 4 | [Eraser](https://openaitools.app/tool/eraser) | 534,396 | -23.6% | Freemium, Paid, Contact for Pricing | AI diagrams and technical design docs built from your code and systems | [.md](https://openaitools.app/tool/eraser.md) |
| 5 | [Edraw Software](https://openaitools.app/tool/edraw-software) | 436,337 | -2.8% | Freemium, Free Trial | AI diagramming, mind mapping and project tools with 50,000+ templates | [.md](https://openaitools.app/tool/edraw-software.md) |
| 6 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Build, share, and control AI agents that actually do the work | [.md](https://openaitools.app/tool/gumloop.md) |
| 7 | [Edraw.AI](https://openaitools.app/tool/edraw-ai) | 216,483 | -10.4% | Freemium, Free Trial, Paid | AI-powered visual collaboration for diagrams, mind maps, and charts | [.md](https://openaitools.app/tool/edraw-ai.md) |
| 8 | [Cloudairy](https://openaitools.app/tool/cloudairy) | 179,162 | -13% | Freemium, Contact for Pricing | One AI workspace for diagrams, docs, whiteboards and project delivery | [.md](https://openaitools.app/tool/cloudairy.md) |
| 9 | [MockFlow](https://openaitools.app/tool/mockflow) | 177,254 | -7.9% | Freemium, Paid | An online whiteboard that mixes wireframing, diagramming, and AI agents | [.md](https://openaitools.app/tool/mockflow.md) |
| 10 | [Moveworks](https://openaitools.app/tool/moveworks) | 168,527 | -4.3% | Contact for Pricing | Automates employee IT and HR support requests exceptionally well, but focuses less on general universal document search. | [.md](https://openaitools.app/tool/moveworks.md) |

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Source: https://openaitools.app/compare/glean-vs-topoai

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