# CherryPick vs Gumloop

CherryPick records 1,125 monthly visits with -44.8% month-over-month growth and Free pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [CherryPick](https://openaitools.app/tool/cherrypick) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://usecherrypick.com | https://www.gumloop.com |
| Categories | AI Social Media, AI Productivity Tools, AI CRM, AI Sales Assistant | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Free | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 1,125 | 379,557 |
| MoM Growth Rate | -44.8% | -21.1% |
| Primary Market | Global | United States |
| Direct Visits | 442 | 125,579 |
| Review Score | 4.1 | 4.4 |
| Saved Count | 2 | 0 |
| Supported Platforms | Website | Website |

## CherryPick

CherryPick targets a very specific frustration: LinkedIn keeps a record of who you are connected to, but gives you almost no way to segment those people for actual follow-up. Instead of exporting your whole network into a spreadsheet and cleaning it by hand, CherryPick layers tagging controls directly onto the LinkedIn interface. As you scroll through a profile or a search result, you can apply tags on the spot, so your organization happens while you are already doing the browsing you would do anyway.

The tags themselves are yours to define. Recruiters can tag candidates by role or seniority, sales reps can mark prospects by pipeline stage, founders can flag investors and warm intros, and consultants can bucket contacts by industry. Everything you tag shows up in a central dashboard where you can search, filter, and rename, and from there you can export the tagged set as CSV or JSON to push into a CRM, an outreach tool, or a mailing list. CherryPick deliberately positions itself as a bridge rather than a replacement for a CRM.

Pricing is the simplest part: the current product is completely free, with the company signalling that a Premium tier with advanced features is planned for later. There is no Zapier integration or public API yet, so exporting files remains the main handoff mechanism. The extension runs only on desktop Chrome for Mac and Windows, and it only activates while you are on LinkedIn.

**Pricing & Plans:** Free. The extension and dashboard are currently offered at no cost, with a Premium subscription planned for future advanced features.

- **Inline tagging on LinkedIn:** Create custom tags and apply them to contacts directly on LinkedIn pages while you browse, with no separate workflow to maintain.
- **Central tag dashboard:** Review, search, and manage every tag and its associated contacts from one dashboard so your lists stay consistent over time.
- **CSV and JSON export:** Export any tagged segment as a CSV or JSON file that imports cleanly into most CRMs, outreach tools, or spreadsheets.
- **Built for multiple professions:** Useful out of the box for recruiters, sales teams, founders, marketers, consultants, and job seekers who each need different segmentation.
- **Security-conscious design:** The extension is scoped to LinkedIn activity, runs in an ad-free environment, and the company states that user data is not sold to third parties.

**Strengths:** Genuinely free right now, with no credit card or trial clock; Works inside LinkedIn, so tagging happens during browsing rather than as a separate chore; Exports to CSV and JSON, which keeps your data portable to almost any CRM; Simple enough for non-technical users to adopt in minutes

**Limitations:** Desktop Chrome only, with no support for mobile or other browsers; No Zapier or API integration yet, so syncing is manual; The product is Chrome-only and depends on LinkedIn's page structure

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

## 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)

## Frequently Asked Questions

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

CherryPick has 1,125 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

CherryPick has a month-over-month growth rate of -44.8%; Gumloop has -21.1%.

### How does pricing compare?

CherryPick: Free. Free. The extension and dashboard are currently offered at no cost, with a Premium subscription planned for future advanced features. 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.

## 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 | [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) |
| 6 | [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) |
| 7 | [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) |
| 8 | [Thunderbit](https://openaitools.app/tool/thunderbit) | 391,726 | -21.9% | Freemium, Contact for Pricing | Agentic web scraper that turns any page into ready-to-use data | [.md](https://openaitools.app/tool/thunderbit.md) |
| 9 | [AI Toolbox](https://openaitools.app/tool/chatgpt-toolbox) | 290,140 | +16.9% | Freemium | Organize, search and export your AI chats across ChatGPT, Gemini, Claude and Grok | [.md](https://openaitools.app/tool/chatgpt-toolbox.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/cherrypick-vs-gumloop

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