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Tabstack

Tabstack

Extract web data and automate browsers, no scraper required.

Overview

What it is

Tabstack is a web data and automation API that delivers reliable structured output. Pass a URL and a schema, get back JSON that matches every time. Run research in one call and get cited answers back. Automate browsers without running infrastructure. The intelligence is built into every API call. No scraper to build, maintain, or watch break when a site changes. Built at Mozilla.

Intent

I need it when

Automate repetitive web tasks like form submission, clicking, scrolling, and searching across multiple pages

Tabstack's /Automate endpoint enables AI systems to interact with the web like a human, handling complex navigation flows with real-time feedback and adaptive behavior. Users can define tasks programmatically and let the system execute them autonomously, reducing manual effort.

Extract structured data from web pages in multiple formats (markdown, JSON, custom schemas)

Tabstack's /Extract endpoint instantly converts any URL into structured data tailored to user needs. This allows developers to programmatically harvest web content and transform it into usable formats without manual parsing.

Connect AI systems to the internet with privacy-first, transparent web automation

Tabstack is Mozilla-backed and designed with data minimization and security. It uses clear User-Agent identification, respects robots.txt opt-out signals, and treats customer data as ephemeral. This allows users to automate web tasks while maintaining ethical standards and respecting publisher intent.

Transform web data into customized outputs like messages, documents, or reports

Tabstack's /Generate endpoint automatically turns web data into tailored messages, documents, or other customized outputs. This enables users to create dynamic content based on live web data without manual content creation.

Deploy autonomous agents to research and answer complex questions by exploring the web

Tabstack's /Research endpoint deploys autonomous agents that explore the web and answer complex questions with precision. Users can ask questions and receive comprehensive answers gathered from multiple web sources without manual research.

Drop

Not a fit when

  • User needs to browse websites that explicitly opt out via robots.txt directives to Tabstack User-Agent
  • User requires real-time human interaction or manual web browsing without automation
  • User needs to train machine learning models on retrieved web content, as Tabstack does not provide training data
  • User operates on extremely tight budgets with minimal API call volume, as per-action costs may exceed free tier quickly
  • User needs to access websites that block or restrict automated browser-like access patterns
Commercials

Pricing

Freemium with pay-as-you-go and tiered subscription plans. Free trial includes 10,000 credits. Individual plan is free with $0.35 per 1k credits overage. Team plan $99/month with 500,000 credits included and $0.30 per 1k credits overage. Pro plan $499/month with 3,000,000 credits included and $0.25 per 1k credits overage. Enterprise available with custom pricing. View pricing