# Glean vs Miniloop

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Miniloop records 13,258 monthly visits with -16.9% growth and Contact for Pricing pricing.

| Metric | [Glean](https://openaitools.app/tool/glean) | [Miniloop](https://openaitools.app/tool/miniloop) |
| :--- | :--- | :--- |
| Website URL | https://www.glean.com | https://miniloop.ai |
| Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI Workflow, AI Productivity Tools, AI Developer Tools, AI SEO Tools |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 3,301,875 | 13,258 |
| MoM Growth Rate | +0.1% | -16.9% |
| Primary Market | United States | United States |
| Direct Visits | 2,628,666 | 5,342 |
| Review Score | 4.6 | 3.9 |
| 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)

## Miniloop

Miniloop targets growing teams that feel trapped by recurring per-seat CRM costs and feature bloat. The pitch is straightforward: a scoped, custom build powered by an experienced engineering team can now cost less than a multi-year Salesforce or HubSpot renewal, especially once you add mandatory modules, storage overages, premium support, and implementation partners. Instead of paying for seats, you pay an annual fee that covers the build, secure hosting, regular updates, and ongoing support.

The engagement runs in four stages. Miniloop first studies how your team actually uses its current CRM, mapping fields, pipelines, automations, and required integrations. Its engineers then build the database and interface, only including the reports and modules you use. Next comes full data migration, importing records, histories, and pipelines from your old system. Finally, Miniloop hosts and maintains the CRM either on managed servers or on your own infrastructure, staying on to handle changes and support.

Because you can run the system on your own infrastructure and there are no per-seat fees, the model suits companies with strict compliance or data-residency needs and teams that expect headcount growth without identical bill growth. Each engagement gets a fixed quote before development starts, and Miniloop notes the service is a done-for-you build rather than a self-serve SaaS product, so it is not aimed at teams unwilling to work with an engineering partner.

**Pricing & Plans:** Contact for a quote. Pricing is project-based with a fixed quote issued before development begins, plus an ongoing annual fee covering build, hosting, updates, and support. No per-seat licensing.

- **Custom CRM built to your workflow:** Your database, pipelines, reports, and integrations are designed around your actual process, with no unused modules or workarounds.
- **No per-seat licensing:** A single annual fee covers the software and support, so adding users does not multiply your bill the way seat-based CRMs do.
- **Full data migration:** Miniloop's team imports records, histories, and pipelines from Salesforce, HubSpot, Pipedrive, Attio, and similar systems.
- **Hosting on your terms:** Run the CRM on Miniloop's managed servers or on your own infrastructure to meet compliance and data-policy requirements.
- **Ongoing support and changes:** The team stays engaged after launch to handle updates, new integrations, and evolving requirements instead of leaving you with a ticket queue.

**Strengths:** Typically cuts CRM spend by 5x to 10x versus per-seat subscriptions; Software matches your real workflow, so nobody works around the tool; Can be hosted on your own infrastructure for compliance; Full migration handled by the vendor, not left as self-service work

**Limitations:** Not self-serve: you must work with a team and a scoping process; Custom builds require a longer onboarding than signing up for SaaS; Ongoing annual fee replaces, rather than eliminates, a recurring cost

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

## Frequently Asked Questions

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

Glean has 3,301,875 monthly visits, while Miniloop has 13,258. 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%; Miniloop has -16.9%.

### 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. Miniloop: Contact for Pricing. Contact for a quote. Pricing is project-based with a fixed quote issued before development begins, plus an ongoing annual fee covering build, hosting, updates, and support. No per-seat licensing.

## 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 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 3 | [Attio](https://openaitools.app/tool/attio) | 1,652,928 | -4.2% | Free Trial, Contact for Pricing | The AI-native CRM for agentic revenue teams | [.md](https://openaitools.app/tool/attio.md) |
| 4 | [Recruit CRM](https://openaitools.app/tool/recruit-crm) | 729,799 | -7.8% | Contact for Pricing | AI-powered ATS + CRM that runs the entire recruitment desk in one place | [.md](https://openaitools.app/tool/recruit-crm.md) |
| 5 | [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) |
| 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 | [Relevance AI](https://openaitools.app/tool/relevance-ai) | 192,083 | -15.5% | Free Trial, Contact for Pricing | No-code AI agents and agent teams for real business workflows | [.md](https://openaitools.app/tool/relevance-ai.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) |

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

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)