# Glean vs Koolay

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Koolay records 358 monthly visits with -75% growth and Freemium pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [Koolay](https://openaitools.app/tool/koolay) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://www.koolay.com |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI Website Builder, AI Chatbot, Large Language Models (LLMs), AI Writing Assistants |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 3,301,875 | 358 |
| MoM Growth Rate | +0.1% | -75% |
| Primary Market | United States | Global |
| Direct Visits | 2,628,666 | 142 |
| Review Score | 4.6 | 4 |
| 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)

## Koolay

Rather than selling a single tool, Koolay positions itself as the operating system a mission-driven nonprofit runs on. Its website, CMS, donation pages, events app, donor CRM, grant toolkit, finance and e-signature features all share one data model, so donor history, grant pipelines and event records stay in conversation with each other. The pitch is aimed squarely at the 'stitched stack' problem — replacing an Instrumentl-style grants tool, a separate CRM and a DocuSign contract with one login and one invoice.

The grant side is the AI headline. GrantHub Lite gives small nonprofits under $1M in revenue a free grant database and application tracker with no limits on searches or projects. GrantHub Pro adds deeper funder intel and the AI writing assistant, while a done-for-you grant writing service is available for organizations that want the work handled end to end. Success metrics are framed around real IRS payment data rather than marketing claims.

For operations and IT, Koolay emphasizes governance: SOC 2 Type II, SSO/SAML, role-based access control with audit logs, encryption in transit and at rest, and a 99.9% uptime target. Migration of donor history is included, and the platform speaks to a buying committee of executive directors, development directors and finance or IT leads.

**Pricing & Plans:** Freemium with contact-for-pricing tiers. GrantHub Lite is free forever for nonprofits under $1M in revenue, offering a grant database and application tracker with no search or project limits. GrantHub Pro and the full Koolay platform (CRM, donations, events, website, finance, e-sign) are quoted on a demo basis.

- **Grant discovery and matching:** EIN-matched grant search across 30K+ live opportunities, 1.9M nonprofits and 184K funders, with 990-PF funder dossiers and Why-GO scoring.
- **AI grant writing:** An AI grant writer grounded in your mission, budgets and past applications, plus a Kanban pipeline with deadline alerts and version history.
- **Donor CRM and donations:** Donor CRM with lifetime value, segments, recurring giving and automatic receipts living beside donation pages and events.
- **One connected system:** A website/CMS, events, email, finance and e-signature tools running on one modern data model instead of a stitched stack.
- **Enterprise-grade trust:** SOC 2 Type II, SSO/SAML, RBAC with audit logs, Plaid bank sync and an open API for IT and finance reviews.

**Strengths:** Free-forever grant discovery tier for small nonprofits under $1M revenue; Grants, donor CRM and e-signature bundled in a single system of record; AI writer grounded in the organization's own mission, budgets and past applications; Strong governance story: SOC 2 Type II, SSO/SAML, RBAC and audit logging

**Limitations:** Pricing for higher tiers is not published publicly and requires a demo conversation; Feature depth assumes you are a nonprofit — general-purpose website builders are easier for other use cases; Migration and onboarding, while included, still require time and coordination; Some advanced grant data (990-PF dossiers) is tied to paid plans

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

## Frequently Asked Questions

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

Glean has 3,301,875 monthly visits, while Koolay has 358. 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%; Koolay has -75%.

### 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. Koolay: Freemium. Freemium with contact-for-pricing tiers. GrantHub Lite is free forever for nonprofits under $1M in revenue, offering a grant database and application tracker with no search or project limits. GrantHub Pro and the full Koolay platform (CRM, donations, events, website, finance, e-sign) are quoted on a demo 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 | [Framer](https://openaitools.app/tool/framer-ai) | 4,974,738 | -5.7% | Freemium | The pro website builder with a design agent on a fully editable canvas | [.md](https://openaitools.app/tool/framer-ai.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 | [Readdy](https://openaitools.app/tool/readdy) | 425,313 | -13.2% | Freemium | AI website builder that designs, hosts, and runs your whole site | [.md](https://openaitools.app/tool/readdy.md) |
| 5 | [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) |
| 6 | [B12.io](https://openaitools.app/tool/b12-io) | 335,813 | +6.8% | Paid | AI website builder that turns a chat prompt into a launched business site | [.md](https://openaitools.app/tool/b12-io.md) |
| 7 | [Skip](https://openaitools.app/tool/helloskip-com) | 194,934 | +5.1% | Freemium | AI tools to fund, launch and grow your small business | [.md](https://openaitools.app/tool/helloskip-com.md) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |

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

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