# Chat4Data vs n8n

Chat4Data records 32,851 monthly visits with -33.3% month-over-month growth and Freemium pricing. n8n records 4,522,449 monthly visits with -7.4% growth and Freemium pricing.

| Metric | [Chat4Data](https://openaitools.app/tool/chat4data) | [n8n](https://openaitools.app/tool/n8n) |
| :--- | :--- | :--- |
| Website URL | https://chat4data.ai | https://n8n.io |
| Categories | AI Web Scraping, AI Chatbot, AI Assistant | AI Workflow, AI Agent, No-Code&Low-Code, AI Developer Tools |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 32,851 | 4,522,449 |
| MoM Growth Rate | -33.3% | -7.4% |
| Primary Market | United States | India |
| Direct Visits | 13,412 | 1,565,199 |
| Review Score | 3.9 | 4.7 |
| Saved Count | 1 | 4 |
| Supported Platforms | Website | Website |

## Chat4Data

Chat4Data is a Chrome extension that turns web scraping into a conversation. Instead of building selectors or writing scraper code, you describe the data you want in plain language — products, listings, contacts — and the assistant explores the page, identifies the right fields, clicks through pagination and returns a structured dataset ready for Excel, CSV or JSON. It targets non-technical users in e-commerce, recruitment, real estate, research and lead generation who need repetitive data collection done quickly.

The extension distinguishes itself by understanding a page in two ways at once: its visual layout and its underlying markup. That dual reading is what lets it keep finding the correct rows after a site redesign, a common failure point for brittle selector-based scrapers. It also captures a wide range of data types in a single pass — images, links, emails, phone numbers and even hidden elements — and filters out navigation, sidebars and ads automatically, with the option to refine focus conversationally.

Practical friction is handled with a human-in-the-loop model. When a site presents a login wall, CAPTCHA or verification challenge, Chat4Data pauses and asks you to complete the step, then resumes where it left off so a run is never lost. Because everything executes in your own Chrome session, the vendor states it never sees, stores or accesses your scraped pages or credentials. A credit system meters usage, with free starter credits, monthly plans and pay-as-you-go top-ups.

**Pricing & Plans:** Freemium. New users receive free starter credits (the site advertises an initial bonus refreshed across the first few login days). Paid usage runs on credits: roughly $1 per 100 credits for top-ups, or monthly subscriptions — Pro at about 2,000 credits and Max at about 8,000 credits per month. Credits are consumed by chat interactions and analysis, and the amount varies with page complexity.

- **Natural-language extraction:** Describe the data you want in plain English and Chat4Data explores the page, picks the right fields and works through pagination and clicks.
- **Resilient to layout changes:** The AI reads both how a page looks and how it is built, so it keeps finding the right data even when layouts shift or the underlying code changes.
- **Human-in-the-loop for logins and CAPTCHAs:** When a site asks for verification or a login, Chat4Data pauses and hands control to you, then resumes exactly where it stopped so no run is wasted.
- **Every data type on one page:** Images, links, emails, phone numbers and hidden elements are captured in the same run, then exported ready for analysis.
- **Runs entirely in your browser:** Extraction happens inside your Chrome session, so scraped pages and credentials are never sent to or stored on Chat4Data's servers.

**Strengths:** No coding required — describe the data you want in plain language; Understands both page layout and markup, so it survives site redesigns; Captures images, links, emails, phone numbers and hidden elements in one pass; Human-in-the-loop handling of logins and CAPTCHAs avoids wasted runs

[Profile (Markdown)](https://openaitools.app/tool/chat4data.md)

## n8n

n8n is a workflow automation platform built for technical teams who want automation they can actually read and audit. Rather than hiding logic behind opaque configuration, every step stays open: you can see what a node does and explain the whole flow to whoever runs it. It combines a drag-and-drop visual builder with the ability to drop into code at any point, so simple tasks stay simple while complex ones remain possible.

A major focus of the current product is AI agents. You can connect any model, watch an agent work step by step in the same workflow view, open past runs, and constrain behaviour with structured inputs and outputs, rule-based automation and human-in-the-loop approval gates. That makes it practical to put agents into processes like refund handling, alert triage, lead qualification and security investigation without losing control.

n8n is open source and can be self-hosted on-prem or with Docker to keep data in your own environment, or used as a hosted service. Enterprise capabilities add SSO with SAML and LDAP, RBAC, encrypted secret stores, audit logs, log streaming to SIEM systems, isolated environments and Git-based control. Integrations span 500+ native services, arbitrary HTTP APIs and MCP connections to agents and coding assistants.

**Pricing & Plans:** n8n offers a free self-hosted open-source edition, a paid cloud service with a free trial, tiered paid plans, and enterprise pricing on request. Feature limits scale with plan tier, so check the official pricing page for current details.

- **Visual builder with code escape hatch:** Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic.
- **500+ integrations and any API:** Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP.
- **AI agents you can follow and trust:** Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps.
- **Observability and reproducible runs:** Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed.
- **Self-host or cloud with governance:** Deploy on your own infrastructure with Docker or on-prem, or use the hosted cloud product, with version history and RBAC.

**Strengths:** Open source and self-hostable, keeping data in your own environment; Visual builder plus full code access for complex workflows; Strong observability: live runs, past-run inspection and step-level retries; 500+ integrations and generic HTTP nodes cover almost any service

[Profile (Markdown)](https://openaitools.app/tool/n8n.md)

## Frequently Asked Questions

### How do Chat4Data and n8n compare in monthly traffic?

Chat4Data has 32,851 monthly visits, while n8n has 4,522,449. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Chat4Data has a month-over-month growth rate of -33.3%; n8n has -7.4%.

### How does pricing compare?

Chat4Data: Freemium. Freemium. New users receive free starter credits (the site advertises an initial bonus refreshed across the first few login days). Paid usage runs on credits: roughly $1 per 100 credits for top-ups, or monthly subscriptions — Pro at about 2,000 credits and Max at about 8,000 credits per month. Credits are consumed by chat interactions and analysis, and the amount varies with page complexity. n8n: Freemium. n8n offers a free self-hosted open-source edition, a paid cloud service with a free trial, tiered paid plans, and enterprise pricing on request. Feature limits scale with plan tier, so check the official pricing page for current details.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom. | [.md](https://openaitools.app/tool/zapier-com.md) |
| 2 | [Monica](https://openaitools.app/tool/monica-ai) | 4,512,775 | -11.3% | Freemium | All-in-one AI assistant across web, browser, desktop and mobile | [.md](https://openaitools.app/tool/monica-ai.md) |
| 3 | [Sider](https://openaitools.app/tool/sider-ai-extension) | 2,644,740 | -10.6% | Freemium | Your AI agent for the browser: chat, automate and create from one sidebar | [.md](https://openaitools.app/tool/sider-ai-extension.md) |
| 4 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | No-code builder for custom AI agents and workflows | [.md](https://openaitools.app/tool/mindstudio.md) |
| 5 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Outstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations. | [.md](https://openaitools.app/tool/dify-ai.md) |
| 6 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Multiplayer AI where people and agents work side by side | [.md](https://openaitools.app/tool/dust.md) |
| 7 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Turn one prompt into live business apps, AI agents and automated workflows | [.md](https://openaitools.app/tool/taskade.md) |
| 8 | [HARPA AI](https://openaitools.app/tool/harpa-ai) | 537,461 | +99.3% | Freemium | One browser agent that combines every major AI model with web automation | [.md](https://openaitools.app/tool/harpa-ai.md) |
| 9 | [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) |
| 10 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation. | [.md](https://openaitools.app/tool/gumloop.md) |

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Source: https://openaitools.app/compare/chat4data-vs-n8n

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