# Glean vs Llumo

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Llumo records 388 monthly visits with +74% growth and Freemium pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [Llumo](https://openaitools.app/tool/llumo) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://www.llumohq.com |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI SEO Tools, AI Marketing, AI Search Engine |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 3,301,875 | 388 |
| MoM Growth Rate | +0.1% | +74% |
| Primary Market | United States | Pakistan |
| Direct Visits | 2,628,666 | 230 |
| 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)

## Llumo

Llumo is a visibility platform built for the shift from blue links to AI answers. It tracks how your brand is mentioned, cited, and compared across ChatGPT, Gemini, Perplexity, Copilot, Grok and Google AI Overviews, then turns that raw output into dashboards covering total mentions, share of voice, citations, and tracked prompts.

What sets the pricing model apart is how it handles AI costs. Instead of bundling model usage into an expensive subscription, Llumo lets you bring your own API keys (BYOK) and pay the underlying providers directly, with no platform markup on each AI response. That means lower cost per thousand AI responses and effectively unlimited tracking within your own provider limits.

Beyond monitoring, Llumo offers managed services for teams that want execution rather than data alone: AEO services, listicle placements, competitor link analysis, and AI advertising. An AI assistant can also answer natural-language questions about your visibility when you connect Google Search Console and GA4.

**Pricing & Plans:** Llumo is freemium: the core AI visibility tracking is free to use when you bring your own AI provider API keys, and you pay the underlying model providers directly with no platform markup. Managed AEO, SEO, and AI advertising services are available on a paid basis.

- **Cross-model visibility tracking:** Per-prompt visibility scores for your brand across every supported model, with competitor trend lines over time.
- **Share of voice and competitor comparison:** See how often AI names you versus competitors in your market, and which brands are winning the categories you care about.
- **Citation and source analysis:** Reveal which domains and pages AI cites most, track new and lost citations, and find where your brand is missing from the sources shaping answers.
- **Query fan-out insights:** See the expanded searches AI engines actually run for each of your prompts, so you understand how your questions are interpreted and rewritten.
- **Actionable opportunities, API and MCP:** Prioritised recommendations for content to create, pages to optimise, and mentions to build, plus API and MCP access for your own workflows.

**Strengths:** Free to use with your own API keys, with no platform markup on AI responses.; Covers all the major answer engines in one place, including Google AI Overviews and Grok.; Goes beyond raw metrics with prioritised, actionable optimisation opportunities.; API and MCP access make it easy to fold visibility data into existing workflows.

**Limitations:** Requires your own provider API keys, which means some setup and a separate provider account.; Self-serve tracking is strong, but deeper strategic work leans on the paid managed services.

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

## Frequently Asked Questions

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

Glean has 3,301,875 monthly visits, while Llumo has 388. 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%; Llumo has +74%.

### 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. Llumo: Freemium. Llumo is freemium: the core AI visibility tracking is free to use when you bring your own AI provider API keys, and you pay the underlying model providers directly with no platform markup. Managed AEO, SEO, and AI advertising services are available on a paid basis.

## 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 | [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) |
| 3 | [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) |
| 4 | [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) |
| 5 | [Kore.ai](https://openaitools.app/tool/kore-ai) | 143,328 | -18.2% | Contact for Pricing | Deploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search. | [.md](https://openaitools.app/tool/kore-ai.md) |
| 6 | [Coworker AI](https://openaitools.app/tool/coworker-ai) | 129,346 | -1.8% | Free Trial, Paid, Contact for Pricing | Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean. | [.md](https://openaitools.app/tool/coworker-ai.md) |
| 7 | [Otterly.ai](https://openaitools.app/tool/otterly-ai) | 122,389 | +3% | Free Trial, Paid | Track and improve how AI search engines mention your brand | [.md](https://openaitools.app/tool/otterly-ai.md) |
| 8 | [Sana](https://openaitools.app/tool/sana-labs) | 109,714 | -25.5% | Paid, Contact for Pricing | Combines enterprise search, AI agents, and corporate learning, but is less specialized for pure universal workplace search than Glean. | [.md](https://openaitools.app/tool/sana-labs.md) |
| 9 | [LLM Pulse](https://openaitools.app/tool/llm-pulse) | 84,725 | -4.8% | Paid | See what AI assistants really say about your brand. | [.md](https://openaitools.app/tool/llm-pulse.md) |
| 10 | [LLMrefs](https://openaitools.app/tool/llmrefs) | 64,475 | -10.8% | Freemium, Contact for Pricing | Track and grow your brand visibility inside AI search engines | [.md](https://openaitools.app/tool/llmrefs.md) |

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

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