# Glean vs R2 Copilot

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. R2 Copilot records 0 monthly visits with -100% growth and Paid pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [R2 Copilot](https://openaitools.app/tool/r2-copilot) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://r2copilot.ai |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI Copilot, AI Assistant, AI Chatbot, AI Productivity Tools |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 3,301,875 | 0 |
| MoM Growth Rate | +0.1% | -100% |
| Primary Market | United States | Global |
| Direct Visits | 2,628,666 | 0 |
| Review Score | 4.6 | 4.4 |
| Saved Count | 7 | 1 |
| 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)

## R2 Copilot

R2 Copilot targets the 'shadow AI' problem: employees already paste company material into consumer chatbots, and blocking them simply slows the work down. Instead of forcing a new tab or a new habit, R2 installs into existing surfaces — native add-ins for Microsoft 365 (Outlook, Word, Excel, PowerPoint, OneNote, Teams), Google Workspace apps via the Marketplace, a browser extension and web console, and a bot for Telegram. From that single layer, a team can pick the model that suits the task: GPT, Claude, Gemini, Grok, Llama, DeepSeek, or open-weight models hosted on their own infrastructure.

The differentiating technology is the SDNP encryption and routing path. Prompts are sharded and encrypted with AES-256-GCM at the client endpoint, then routed through a zero-knowledge mesh that applies PII/PHI controls before anything exits. The model receives no origin and no identity, which lets regulated buyers use frontier AI while keeping data at rest out of vendor retention windows. The company states the design is covered by US patent 9,998,434 B2 and built on SOC 2 infrastructure.

Governance is the third pillar: role-based access, policy rules, and in-tenant audit logs intended to satisfy auditors and frameworks such as HIPAA, SEC/FINRA and NYDFS obligations, with GovCloud, air-gapped and BYOK options at the enterprise tier. Public plans run from a single-seat Pro tier up to flat-rate Team and Business plans and a quoted Enterprise agreement, so the product scales from individual researchers to sovereign deployments.

**Pricing & Plans:** Paid, with a free trial. Public tiers: Pro at $29 per seat/month (1 seat); Team at $249/month flat for up to 10 seats; Business at $999/month flat for up to 50 seats; Enterprise from $2,499/month with unlimited seats and volume tiering. All tiers include the patented SDNP in-flight encryption; enterprise adds custom cloud deployment, BYOK and legal SLAs.

- **Every major model, one subscription:** Teams choose between GPT, Claude, Gemini, Grok, Llama, DeepSeek and self-hosted open-weight models, with new models added automatically as they are released.
- **Works where your team already works:** Native add-ins for Outlook, Word, Excel, PowerPoint, OneNote and Teams, Marketplace apps for Gmail, Docs and Sheets, plus a browser extension, web console and Telegram bot.
- **Patented SDNP encryption:** Prompts are sharded and encrypted with AES-256-GCM on the client and routed through a zero-knowledge mesh, so the model never sees your identity or origin.
- **Governance your auditors accept:** Role-based access, policy rules, PII/PHI handling and in-tenant audit log export mapped to frameworks such as HIPAA, SEC/FINRA and NYDFS, plus SAML/SCIM SSO and DLP rules.
- **Sovereign deployment options:** Enterprise customers can run in GovCloud or a private VPC, use air-gapped setups for ITAR/DFARS workloads, bring their own keys and sign custom legal agreements.

**Strengths:** Runs inside Microsoft 365, Google Workspace, browser and Telegram, so adoption requires no new workflow habits; Client-side encryption and zero-knowledge routing reduce data-exposure risk compared with consumer chatbot use; Broad model choice including self-hosted open-weight options, avoiding single-vendor lock-in; Explicit audit logging, DLP rules and SSO/SCIM mapped to common regulatory obligations

**Limitations:** Flat-rate Team and Business plans are priced for organisations, so individual users pay per-seat on the entry tier; Advanced isolation features such as BYOK, GovCloud and air-gapped deployment are limited to the quoted Enterprise tier; Capabilities depend on integrations with third-party productivity suites and model providers that can change independently

[Profile (Markdown)](https://openaitools.app/tool/r2-copilot.md)

## Frequently Asked Questions

### How do Glean and R2 Copilot compare in monthly traffic?

Glean has 3,301,875 monthly visits, while R2 Copilot 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%; R2 Copilot has -100%.

### 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. R2 Copilot: Paid. Paid, with a free trial. Public tiers: Pro at $29 per seat/month (1 seat); Team at $249/month flat for up to 10 seats; Business at $999/month flat for up to 50 seats; Enterprise from $2,499/month with unlimited seats and volume tiering. All tiers include the patented SDNP in-flight encryption; enterprise adds custom cloud deployment, BYOK and legal SLAs.

## 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 | [Chatbot App](https://openaitools.app/tool/chatbot-app) | 2,170,883 | -9.7% | Freemium | Chat with 30+ leading AI models in one clean, fast workspace | [.md](https://openaitools.app/tool/chatbot-app.md) |
| 3 | [Skillsoft Percipio](https://openaitools.app/tool/percipio-com) | 2,074,505 | +16.4% | Contact for Pricing | AI-native enterprise skills management and learning platform | [.md](https://openaitools.app/tool/percipio-com.md) |
| 4 | [Harvey](https://openaitools.app/tool/harvey-ai) | 1,832,998 | +26.1% | Contact for Pricing | Domain-specific AI for law firms, in-house legal teams, and professional services | [.md](https://openaitools.app/tool/harvey-ai.md) |
| 5 | [Raycast](https://openaitools.app/tool/raycast) | 710,581 | -24.5% | Freemium, Free Trial | An extendable launcher that puts your tools, AI, and automations one keystroke away | [.md](https://openaitools.app/tool/raycast.md) |
| 6 | [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) |
| 7 | [AnythingLLM](https://openaitools.app/tool/anythingllm) | 512,269 | +12.9% | Freemium | Own your intelligence: a private AI assistant that runs entirely on your machine | [.md](https://openaitools.app/tool/anythingllm.md) |
| 8 | [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) |
| 9 | [Jarvis AI](https://openaitools.app/tool/jarvis-ai) | 288,425 | -3.8% | Freemium | AI agents that answer, quote and take orders across every messaging channel | [.md](https://openaitools.app/tool/jarvis-ai.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-r2-copilot

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