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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 Airtop?

Airtop is a groundbreaking AI-driven browser automation platform that simplifies web interactions for automation tasks, AI agents, and web scraping activities. By utilizing natural language prompts, it allows users to scrape and manipulate any website with ease, eliminating the need to deal with complex scripts that often require ongoing adjustments and maintenance. With Airtop, agents can seamlessly access various sites and navigate the internet without restrictions, even when faced with OAuth, two-factor authentication (2FA), or CAPTCHA challenges during login. The platform manages the necessary cloud browser infrastructure, allowing users to focus on their core business goals without the complications of technical issues. Airtop offers essential web browsing features such as copy/paste, file uploads, downloads, pop-ups, and audio capabilities, enabling agents to explore sites protected by logins and those using a virtualized Document Object Model (DOM), like Google Docs. Furthermore, the inclusion of a live view feature allows for human intervention to tackle complex problems, significantly improving the user experience and the effectiveness of the automation process. This rich set of capabilities makes Airtop an invaluable resource for users ranging from beginners to seasoned professionals, ensuring that everyone can benefit from its robust functionalities. Additionally, its user-friendly design and powerful automation tools set a new standard in the industry, making web automation more accessible than ever before.

Media

Media

Integrations Supported

Google Docs
HTML
JSON
Markdown
OAuth

Integrations Supported

Google Docs
HTML
JSON
Markdown
OAuth

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

$29 per month
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

Airtop.ai

Company Location

United States

Company Website

www.airtop.ai/

Categories and Features

Categories and Features

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