# Glean vs Opilot.ai

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Opilot.ai records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [Opilot.ai](https://openaitools.app/tool/opilot-alpha) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://opilot.ai |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI Copilot, AI Summarizer, AI Writing Assistants, Large Language Models (LLMs) |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 3,301,875 | 0 |
| MoM Growth Rate | +0.1% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 2,628,666 | 0 |
| 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)

## Opilot.ai

Opilot.ai describes itself as the intelligence layer for Oracle and PeopleSoft ecosystems. It is aimed at enterprises running legacy ERP systems where critical signals are locked inside departmental silos. Rather than replacing those systems, Opilot.ai layers semantic intelligence on top of them.

The platform works in three layers. A registry layer maps semantic relationships between business objects, responsibilities, processes and source data. An inference layer uses AI reasoners to surface outliers, risks, bottlenecks and optimization opportunities. An action layer provides secure endpoints and governed agents that can recommend, correct and automate workflows, with audit trails and role-aware controls.

A central part of the pitch is governance and security: Opilot.ai states that 100% of data stays local, and it is built by Oracle tech-functional leaders with over 25 years of experience for high-security, high-integrity environments. Pricing is quoted per engagement, with an enterprise simulation pilot followed by a full intelligence-layer rollout.

**Pricing & Plans:** Opilot.ai uses contact-based enterprise pricing. The site outlines a pilot engagement (validating a selected business process, semantic registry and simulation) and a custom enterprise rollout. No public list prices are shown — you request a demo for a quote.

- **Oracle and PeopleSoft intelligence layer:** Opilot.ai sits on top of Oracle EBS, Fusion, PeopleSoft and Oracle Database, mapping business objects, responsibilities and processes into a semantic registry so data gains context.
- **Predictive inference:** Reasoners identify outliers, risks, bottlenecks and optimization opportunities across connected enterprise processes.
- **What-if simulation:** Model what-if scenarios for finance, supply chain and operations so leaders can simulate outcomes before they hit the balance sheet.
- **Governed agentic execution:** Governed agents recommend, correct and automate workflows with audit trails, role-aware controls and explainable reasoning.
- **Data stays local:** Opilot.ai is designed so enterprise data stays local, with 100% data residency and no data leaving your environment.

**Strengths:** Purpose-built for Oracle EBS, Fusion, PeopleSoft and Oracle Database environments; Combines semantic registry, predictive simulation and governed action in one layer; Emphasises data residency with 100% data kept local; Explainable reasoning and audit trails suited to regulated enterprises

[Profile (Markdown)](https://openaitools.app/tool/opilot-alpha.md)

## Frequently Asked Questions

### How do Glean and Opilot.ai compare in monthly traffic?

Glean has 3,301,875 monthly visits, while Opilot.ai has 0. 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%; Opilot.ai has 0%.

### 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. Opilot.ai: Contact for Pricing. Opilot.ai uses contact-based enterprise pricing. The site outlines a pilot engagement (validating a selected business process, semantic registry and simulation) and a custom enterprise rollout. No public list prices are shown — you request a demo for a quote.

## 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 | Multiplayer AI where people and agents work side by side | [.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 | [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) |
| 8 | [SymphonyAI](https://openaitools.app/tool/symphonyai-com) | 76,797 | -39.8% | Contact for Pricing | Vertical AI applications and agents built for retail, financial services, industrial, and enterprise IT | [.md](https://openaitools.app/tool/symphonyai-com.md) |
| 9 | [GoSearch](https://openaitools.app/tool/gosearch) | 55,390 | +1.4% | Freemium | Connects workplace apps for semantic enterprise search and custom agents, but lacks Glean's extensive out-of-the-box connector ecosystem. | [.md](https://openaitools.app/tool/gosearch.md) |
| 10 | [CREATUS.AI](https://openaitools.app/tool/creatus-ai) | 53,524 | -17.2% | Custom / Contact for quote | AI-native workspaces and autonomous team members for your business | [.md](https://openaitools.app/tool/creatus-ai.md) |

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Source: https://openaitools.app/compare/glean-vs-opilot-alpha

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