# Editby vs Gumloop

Editby records 204 monthly visits with -12.8% month-over-month growth and Paid, Contact for Pricing pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

| Metric | [Editby](https://openaitools.app/tool/editby) | [Gumloop](https://openaitools.app/tool/gumloop) |
| :--- | :--- | :--- |
| Website URL | https://editby.ai | https://www.gumloop.com |
| Categories | AI Marketing, AI Ad Generator, AI Social Media Post Generator | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping |
| Pricing Model | Paid, Contact for Pricing | Freemium, Paid, Contact for Pricing |
| Monthly Visits | 204 | 379,557 |
| MoM Growth Rate | -12.8% | -21.1% |
| Primary Market | Global | United States |
| Direct Visits | 91 | 125,579 |
| Review Score | 4.1 | 4.4 |
| Saved Count | 4 | 0 |
| Supported Platforms | Website | Website |

## Editby

Editby, built by The Formula AI S.r.l. in Milan, Italy, positions itself as the answer to what it calls 'AI slop': generic model output that a marketer has to rewrite before it is publishable. Instead of prompting a chatbot per piece, you onboard your brand once — uploading tone guidelines, rules and examples of your strongest content — and the platform builds a reusable brand profile that every generated asset inherits.

The workflow is agent-driven. You choose keywords or topics, pick a schedule, and Editby's writers research what is currently ranking, draft the piece in your voice, and drop it into a shared content calendar for review. Teams can collaborate in a workspace, split work across campaigns, and keep multiple brands (agencies, multi-product companies) isolated in a single account.

Beyond drafting, Editby includes keyword research and competitive analysis so content is briefed for discovery on Google, LinkedIn and other channels rather than written blind. The company says most users cut drafting time from several hours per asset to roughly half an hour of review and editing. New users currently join through a waitlist, and there is a free starting tier with no credit card.

**Pricing & Plans:** Freemium-style entry with a free starting tier (no credit card) plus monthly subscription plans: Starter about $9.99/month, Pro about $19.99/month and Enterprise about $29.99/month, each billed monthly or yearly. Access for new sign-ups runs through a waitlist.

- **Brand voice training:** Upload tone guidelines, style rules and examples of your best posts so every generated blog, newsletter and LinkedIn post sounds like you rather than a generic model.
- **Autonomous content agents:** Set keywords and a publishing schedule; agents research current topics, draft content on cadence and hand it to you for review before publication.
- **Broad format coverage:** One brand voice drives LinkedIn posts, newsletters, long-form blog articles, tweets, press releases and YouTube scripts, each adapted to its platform.
- **Research and ranking data:** Keyword research and analysis of content that already ranks help brief each piece so it can perform on search and social instead of being written blind.
- **Team workspaces and calendars:** Share brand guidelines, run multiple brands or campaigns in one workspace, and track drafting status from ready to published on a shared content calendar.

**Strengths:** Brand-voice onboarding produces drafts that need editing rather than full rewrites; Covers several formats — blog, newsletter, LinkedIn, X/Twitter, press release, video script — from one voice profile; Scheduled agents and a content calendar support a repeatable publishing rhythm; Low entry price with a free tier and no credit card required to start

**Limitations:** New users join through a waitlist rather than getting instant access; Public pricing page lists plan names and prices but not detailed per-plan feature quotas; Quality still depends on how much good source material you give it during onboarding

[Profile (Markdown)](https://openaitools.app/tool/editby.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 Editby and Gumloop compare in monthly traffic?

Editby has 204 monthly visits, while Gumloop has 379,557. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Editby has a month-over-month growth rate of -12.8%; Gumloop has -21.1%.

### How does pricing compare?

Editby: Paid, Contact for Pricing. Freemium-style entry with a free starting tier (no credit card) plus monthly subscription plans: Starter about $9.99/month, Pro about $19.99/month and Enterprise about $29.99/month, each billed monthly or yearly. Access for new sign-ups runs through a waitlist. 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 | [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 | [Jasper](https://openaitools.app/tool/jasper) | 372,951 | -11.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI agents and brand-governed content for enterprise marketing teams | [.md](https://openaitools.app/tool/jasper.md) |
| 8 | [Holo](https://openaitools.app/tool/holo) | 303,805 | +44.8% | Paid | Your whole marketing department, on autopilot | [.md](https://openaitools.app/tool/holo.md) |
| 9 | [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) |
| 10 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop. | [.md](https://openaitools.app/tool/tines.md) |

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

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