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What is Tabstack?

Tabstack is a managed web API platform that lets developers extract, research, generate, and automate across the live web without building their own scraping stack. The platform is designed for teams that want to pass in a URL, schema, question, or task and get back structured data, clean Markdown, cited answers, or completed browser actions. Its /extract/json endpoint returns schema-matched JSON from web pages, making it useful for product details, job listings, pricing pages, marketplaces, directories, and other structured web data. Its /extract/markdown endpoint converts pages into clean Markdown that can be used for RAG pipelines, documentation ingestion, product page indexing, and knowledge base workflows. The /generate/json capability supports reasoned structured output from user instructions, not just direct field extraction. The /research endpoint runs a live-web research agent that selects sources, reads pages, synthesizes findings, and returns cited answers with claim-level support. The /automate endpoint lets users describe a browser task in natural language and have Tabstack navigate, click, fill forms, and complete flows on websites the user does not control. Tabstack supports interactive mode for human input, JavaScript-heavy pages, streaming results over SSE, TypeScript and Python SDKs, MCP connectivity, and CLI access. Its Pilo browser engine is designed to reduce token usage compared with screenshot-heavy approaches while still enabling browser-based automation. Common use cases include competitive intelligence dashboards, lead enrichment pipelines, research agents, booking and checkout agents, back-office workflow automation, and knowledge base ingestion. With privacy-focused handling, no retained corpus, no data sold, no model training on user calls, and plans that include free trial credits, pay-as-you-go usage, team pricing, and enterprise options, Tabstack helps developers give products and AI agents reliable access to the live web.

What is Browser Use?

Browser Use is an innovative open-source library in Python that enables AI agents to seamlessly engage with web browsers. By integrating advanced AI functionalities with robust browser automation, it allows agents to perform a variety of tasks, including submitting job applications, navigating websites, collecting information, and replying to messages on platforms like WhatsApp. This library supports multiple large language models, such as GPT-4, Claude 3, and Llama 2, facilitating the execution of complex web interactions through a user-friendly interface. Among its impressive features are the ability to recognize visuals while extracting HTML structures for comprehensive web interaction, automated handling of numerous tabs to simplify intricate processes, and element tracking that utilizes XPaths extracted from clicked elements to replicate specific actions executed by the language models. Users are also able to add personalized functionalities, such as data storage in files, executing database queries, sending notifications, or requesting human input. In addition, Browser Use comes with intelligent error handling and self-recovery features, which ensure that automated workflows stay effective and resilient against disruptions. Overall, this combination of capabilities positions Browser Use as a formidable resource for developers aiming to enhance their web automation projects with AI-driven features, ultimately paving the way for more efficient digital interactions.

Media

Media

Integrations Supported

HTML
Claude
Claude Haiku 3
Claude Opus 3
GPT-4
JSON
Llama 2
Markdown
Python
WhatsApp

Integrations Supported

HTML
Claude
Claude Haiku 3
Claude Opus 3
GPT-4
JSON
Llama 2
Markdown
Python
WhatsApp

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Mozilla

Date Founded

2025

Company Location

United States

Company Website

tabstack.ai/

Company Facts

Organization Name

Browser Use

Company Location

United States

Company Website

browser-use.com

Categories and Features

Categories and Features

Data Extraction

Disparate Data Collection
Document Extraction
Email Address Extraction
IP Address Extraction
Image Extraction
Phone Number Extraction
Pricing Extraction
Web Data Extraction

Data Preparation

Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface

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