# Gumloop vs PromptLoop

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. PromptLoop records 33,817 monthly visits with -1.6% growth and Freemium, Contact for Pricing pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [PromptLoop](https://openaitools.app/tool/promptloop) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://www.promptloop.com |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Research Tool, AI Sales, AI Web Scraping, AI Lead Generation |
| Pricing Model | Freemium, Paid, Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 379,557 | 33,817 |
| MoM Growth Rate | -21.1% | -1.6% |
| Primary Market | United States | United States |
| Direct Visits | 125,579 | 13,658 |
| Review Score | 4.4 | 4.3 |
| Saved Count | 0 | 3 |
| 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)

## PromptLoop

PromptLoop is aimed squarely at the data-collection bottleneck in B2B sales and go-to-market work. Instead of stitching together a scraper, an enrichment vendor and a spreadsheet script, it puts search, scraping and enrichment into one flow: describe the datapoints you want, point it at a list of companies, domains or search terms, and it returns those columns filled in. The company is backed by Y Combinator and reports 85%+ cost savings and roughly 10x speed versus manual or chat-based research on the same tasks.

The distinctive piece is the Data Agents concept. Rather than prompting row by row, you launch a web agent across an entire dataset so it can read thousands of pages in bulk and pull back deep research, contact emails, mobile numbers and similar fields. This is the same job that general-purpose deep-research tools attempt, but tuned to operate over lists of records and to return structured, spreadsheet-ready output. Templates cover common patterns such as company research, geographic filtering and people search, and a free playground lets you test custom AI models and prompts before committing them to a workflow.

The other half of the product is closing the loop: enriched data is only useful once it reaches the team. PromptLoop provides native HubSpot and Salesforce integrations and works inside Google Sheets and Excel, so enriched records sync straight into the CRM or a shared sheet where the sales team can act on them. Pricing starts free and scales into quote-based plans for larger datasets and enterprise needs, which keeps it accessible for small teams while leaving room for volume users.

**Pricing & Plans:** Freemium with contact-for-pricing tiers. A free tier and a free custom AI model playground are available; paid plans are quote-based depending on usage volume and enterprise requirements.

- **Search, scrape and enrich in one flow:** A single workflow covers finding companies and people, scraping their sites and appending the datapoints you need, in the format you choose.
- **Data Agents across entire datasets:** Launch a web agent on thousands of websites at once to extract deep research, emails, phone numbers and more from a whole dataset.
- **CRM and spreadsheet native sync:** Native HubSpot, Salesforce and Excel integrations push enriched records straight into the tools your team already uses.
- **Template library:** Dozens of ready-made templates plus built-in company, people and geographic search enrichment, so you can start from scratch quickly.
- **Custom AI models and playground:** In-house models tuned for web research tasks, with a free custom AI model playground to test your own prompts.

**Strengths:** Combines search, scraping and enrichment so you skip gluing separate tools together; Works natively inside Google Sheets, Excel, HubSpot and Salesforce; Data Agents process thousands of websites per run instead of prompting row by row; Large library of templates for company, people and geographic datasets

**Limitations:** It is a purpose-built GTM tool, so it is overkill for one-off lookups that a chat model can answer; Advanced data-agent workflows benefit from onboarding rather than being instantly self-explanatory; Pricing at scale is quote-based, which means no sticker price for larger teams; Coverage and accuracy still depend on the quality of the public web sources being scraped

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

## Frequently Asked Questions

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

Gumloop has 379,557 monthly visits, while PromptLoop has 33,817. 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%; PromptLoop has -1.6%.

### 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. PromptLoop: Freemium, Contact for Pricing. Freemium with contact-for-pricing tiers. A free tier and a free custom AI model playground are available; paid plans are quote-based depending on usage volume and enterprise requirements.

## 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 | [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) |
| 6 | [Explee](https://openaitools.app/tool/explee) | 1,280,107 | +12.1% | — | Your 24/7 AI outreach agent that finds leads and books demos | [.md](https://openaitools.app/tool/explee.md) |
| 7 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) |
| 8 | [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) |
| 9 | [Success.ai](https://openaitools.app/tool/success-ai) | 547,073 | +6.3% | Freemium, Free Trial | AI sales platform for unlimited B2B leads and outreach | [.md](https://openaitools.app/tool/success-ai.md) |
| 10 | [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) |

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

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