# Floatboat vs Glean

Floatboat records 33,311 monthly visits with -0.3% month-over-month growth and Freemium pricing. Glean records 3,301,875 monthly visits with +0.1% growth and Contact for Pricing pricing.

| Metric | [Floatboat](https://openaitools.app/tool/floatboat) | [Glean](https://openaitools.app/tool/glean) |
| :--- | :--- | :--- |
| Website URL | https://floatboat.ai | https://www.glean.com |
| Categories | AI Agent, AI Scheduling, AI Calendar, AI Assistant | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 33,311 | 3,301,875 |
| MoM Growth Rate | -0.3% | +0.1% |
| Primary Market | United States | United States |
| Direct Visits | 13,598 | 2,628,666 |
| Review Score | 4.1 | 4.6 |
| Saved Count | 0 | 7 |
| Supported Platforms | Website | Website |

## Floatboat

Floatboat flips the usual chat-AI interaction. Chat assistants wait for you to ask something, lose context between sessions and only work while a tab is open. Floatboat reads your calendar instead, turning meetings, deadlines and routines into triggers with context. Prep fires before a call, drafts fire before a deadline, and follow-ups fire after — so a chunk of the work is already done by the time you sit down.

Under the hood it connects to Google Calendar, Notion Calendar, Lark, Outlook, iCloud or any ICS feed, and each event gets a persistent Agent Workspace holding files, run history, model choice and decisions. It's built on native MCP and the company's IACT protocol, so agents call real APIs and read local Word, PDF and PPT files in place rather than making you re-upload everything. It claims 3,500+ tool integrations, including Notion, Slack, GitHub, Linear, Google Drive, Gmail, Figma and any MCP server, with permission scopes granted per calendar event rather than per account.

Model access is unusually broad: DeepSeek, MiniMax, GLM, Kimi, GPT-5, Claude and Gemini are all built in, with no API key or VPN needed for the Chinese frontier models. An Auto Mode routes each step of a workflow to the right model — cheap ones for parsing, frontier ones for reasoning — and falls back instantly if a provider is rate-limited. There's also FloatIM, a group chat where every participant is a locally running AI agent, and a Combo Store and Workflow Store for installing reusable skills and ready-made automations.

**Pricing & Plans:** Floatboat is free to download and offers a freemium structure with paid upgrades; specific plan pricing is published on the site's pricing page and can change. Because you can connect accounts and subscriptions you already have, some running costs may fall outside Floatboat's own billing.

- **Calendar as the agent runtime:** Every calendar event becomes a trigger with context — from Google Calendar, Notion Calendar, Lark, Outlook, iCloud or any ICS feed — rather than a chat prompt you have to type.
- **Persistent Agent Workspaces:** Each event gets its own workspace with files, run history, model choice and decisions, shared across Mac, Windows and the FloatIM iOS app.
- **3,500+ integrations via MCP and IACT:** Agents call real APIs and read local Word, PDF and PPT files in place, with permission scopes set per calendar event rather than per account.
- **Broad built-in model access with Auto Mode:** DeepSeek, MiniMax, GLM, Kimi, GPT-5, Claude and Gemini are available with zero setup, and Auto Mode routes each step to the most suitable model with automatic fallback.
- **Combo Store and Workflow Store:** Install reusable agent skills that turn voice notes into decks or tickets into PR drafts, plus ready-to-run automations for webhook, schedule and browser tasks.

**Strengths:** Runs proactively from your calendar instead of waiting for prompts; Very broad model access, including Chinese frontier models with no VPN or API key; 3,500+ integrations with permission scopes per event, not per account; Local-first with an agent group chat (FloatIM) and handoff to teammates when you grow

**Limitations:** Calendar-centric design assumes a schedule-driven workflow, which may not suit everyone; The full value depends on connecting your calendars and tools, so setup is involved; It's a young product on a v0.x release, so features and stores are still evolving

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

## 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)

## Frequently Asked Questions

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

Floatboat has 33,311 monthly visits, while Glean has 3,301,875. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Floatboat has a month-over-month growth rate of -0.3%; Glean has +0.1%.

### How does pricing compare?

Floatboat: Freemium. Floatboat is free to download and offers a freemium structure with paid upgrades; specific plan pricing is published on the site's pricing page and can change. Because you can connect accounts and subscriptions you already have, some running costs may fall outside Floatboat's own billing. 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.

## 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 | [WorkBuddy](https://openaitools.app/tool/workbuddy) | 2,341,262 | +43.9% | Freemium | An AI work partner that turns a sentence into finished office deliverables | [.md](https://openaitools.app/tool/workbuddy.md) |
| 3 | [Clawdbot (OpenClaw)](https://openaitools.app/tool/clawdbot) | 1,903,068 | -25.4% | Paid, Free | Open-source personal AI assistant that runs on your own machine and works from chat apps | [.md](https://openaitools.app/tool/clawdbot.md) |
| 4 | [Wajo](https://openaitools.app/tool/wajo) | 743,352 | +469.3% | Freemium | AI action agents that call, book, buy and get it done | [.md](https://openaitools.app/tool/wajo.md) |
| 5 | [Reclaim AI](https://openaitools.app/tool/reclaim-ai) | 735,853 | -1.7% | Freemium, Free Trial | AI calendar that defends your focus time and schedules work automatically | [.md](https://openaitools.app/tool/reclaim-ai.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 | [Motion](https://openaitools.app/tool/usemotion-com) | 511,886 | -15.5% | Free Trial, Paid | The AI super app for work — tasks, projects, calendar and meetings in one place | [.md](https://openaitools.app/tool/usemotion-com.md) |
| 8 | [Town](https://openaitools.app/tool/town) | 472,909 | -12.8% | Freemium, Free Trial | An adaptive AI work assistant that learns how you work across inboxes, calendars, chats, and apps | [.md](https://openaitools.app/tool/town.md) |
| 9 | [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) |
| 10 | [Carly AI](https://openaitools.app/tool/carly-ai) | 340,001 | +1.5% | Freemium | Email an AI assistant and let it run your schedules, inbox and CRM | [.md](https://openaitools.app/tool/carly-ai.md) |

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

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