# Gumloop vs Matterbase

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Matterbase records 4,450 monthly visits with -3.4% growth and Freemium, Free Trial, Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Matterbase](https://openaitools.app/tool/matterbase) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://www.matterbase.com |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Interior Design, AI Design Assistant, AI Search Engine, AI Agent |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium, Free Trial, Contact for Pricing |
| Monthly Visits | 379,557 | 4,450 |
| MoM Growth Rate | -21.1% | -3.4% |
| Primary Market | United States | United States |
| Direct Visits | 125,579 | 1,748 |
| Review Score | 4.4 | 4.2 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Gumloop

Gumloop positions itself as "agent infrastructure" for teams that want AI to execute work rather than just answer questions. You describe a task in plain language, pick a model, attach the connectors your company already uses (Slack, HubSpot, Salesforce, Gmail, Gong, and hundreds more), and the agent runs it — on a schedule, on a trigger, or in a shared chat where colleagues can @mention it. Everything the agent can do is mirrored from what a human would do, including logging into sites with a saved credential, clicking through interfaces, uploading files, and pulling data back out.

A big part of the pitch is governance. Gumloop puts credentials in a vault agents can use without ever seeing, records every browser session step by step with passwords masked, and gives admins role-based access, audit logs, AI spend insights, and per-agent model controls. Multiple providers — Anthropic, OpenAI, Google, xAI and open models — are available side by side, so teams can route cheap work to cheap models and hard reasoning to frontier ones.

Pricing is usage-based with a credit system layered on top of a seat-free plan structure. The Pro tier starts at $37/month and bundles 20,000 credits, unlimited agents and unlimited seats, plus an orchestration fee on top of usage; Enterprise adds custom pricing, VPC options, SSO/SCIM, connector policies and dedicated support. There is a 14-day free trial to start.

**Pricing & Plans:** 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales.

- **No-code agent builder:** Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
- **400+ connectors and app triggers:** Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
- **Real browser with a credential vault:** Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
- **Any model, side by side:** Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
- **Enterprise governance by default:** Session recordings with masked passwords, audit logs, SCIM/SAML, role-based access, AI spend insights and custom data-retention rules.

**Strengths:** Genuinely no-code: non-engineers can ship working agents without touching Python or JSON; Very broad connector library plus a real browser, so agents can reach tools that have no API; Strong enterprise controls — credential vault, masked session recordings, audit logs, RBAC, SSO; Model-agnostic with BYO API keys, which helps control cost and avoid lock-in

**Limitations:** Credit-plus-orchestration-fee pricing can be hard to forecast at high volume; The platform is evolving fast from workflows toward agents, so some docs and legacy features may feel transitional; Unlimited seats means real cost scales with usage rather than headcount, which surprises some buyers; Advanced governance (VPC, policies, dedicated support) sits behind custom Enterprise pricing

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

## Matterbase

Matterbase starts from search rather than a product grid. You type something like "living room with oak floors" and the platform surfaces real interiors plus the individual products credited in those photos — sofas, tiles, lighting, hardware — with attribution to the designer and photographer who created the image. Products link back to the brands and suppliers that make them, which is what makes the results specifiable rather than just inspirational.

From there the workflow stays inside one tool. You drag products and materials into a material board, share it with a team or client for comments, and convert the board into a schedule that can be priced. Markup and rendering tools let you lasso an area of a rendering and change finishes, or shift the light from day to night. Studio libraries keep a shared product catalogue, supplier contacts, and permissions across a practice, and a clipper extension lets you pull products in from any brand's website.

Matterbase also exposes its catalogue to AI agents over MCP, so an external assistant can search products and Spaces on your behalf. Plans combine a free entry tier with credit-based usage and studio plans quoted through a demo. It is aimed at interior designers, architects, and design-led studios rather than consumers decorating a single room.

**Pricing & Plans:** A free tier to get started, credit-based plans that cover heavier search and board usage, and studio or team plans arranged through a demo. Exact figures are not stated here, so check the pricing page before committing.

- **Plain-language search over real projects:** Search by room type, colour, or a natural-language prompt to find interiors and the individual products credited inside them, with photographer and designer attribution.
- **Material boards:** Drag-and-drop boards for products, finishes, and materials that you can share with clients and teammates for comments and approval.
- **FF&E schedules:** Turn a board into a real-time schedule your studio can price, with product data carried over instead of retyped into spreadsheets.
- **Rendering edits:** Lasso or pin a region of a rendering to swap finishes and adjust lighting, from day to night, without leaving the platform.
- **Supplier connections and MCP access:** Request samples and quotes from the brands behind each product, and connect your own AI agent to search the catalogue over MCP.

**Strengths:** Search returns specifiable products with credits back to designer and photographer; Boards and schedules are connected, so approved selections flow straight into documentation; Studio libraries and permissions make it usable across a whole practice, not just one person; MCP support lets external AI agents search the catalogue directly

**Limitations:** Credit-based pricing can be hard to forecast for heavy search users; Studio-level pricing requires a demo conversation; Strongest for interiors and FF&E work, so it offers less for unrelated design disciplines

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

## Frequently Asked Questions

### How do Gumloop and Matterbase compare in monthly traffic?

Gumloop has 379,557 monthly visits, while Matterbase has 4,450. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Gumloop has a month-over-month growth rate of -21.1%; Matterbase has -3.4%.

### How does pricing compare?

Gumloop: Freemium, Paid, Contact for Pricing. 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales. Matterbase: Freemium, Free Trial, Contact for Pricing. A free tier to get started, credit-based plans that cover heavier search and board usage, and studio or team plans arranged through a demo. Exact figures are not stated here, so check the pricing page before committing.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | Executes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines. | [.md](https://openaitools.app/tool/manus.md) |
| 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop. | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Provides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop. | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 5 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tool/creao.md) |
| 6 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus. | [.md](https://openaitools.app/tool/taskade.md) |
| 7 | [Floor Plan AI](https://openaitools.app/tool/floor-plan-ai) | 325,307 | +3.1% | Free | Generate, edit and visualize floor plans in your browser | [.md](https://openaitools.app/tool/floor-plan-ai.md) |
| 8 | [mnml.ai](https://openaitools.app/tool/mnml-ai) | 292,719 | -8.6% | Freemium | AI rendering studio that turns sketches, photos and SketchUp, Revit or Rhino views into client-ready architectural images | [.md](https://openaitools.app/tool/mnml-ai.md) |
| 9 | [Home Design AI](https://openaitools.app/tool/home-design-ai) | 286,523 | -3.3% | Free | AI interior design, floor plans and 3D models for every home project | [.md](https://openaitools.app/tool/home-design-ai.md) |
| 10 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/tool/phantombuster.md) |

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Source: https://openaitools.app/compare/gumloop-vs-matterbase

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