Tabstack Research: Verified Answers from the Open Web🔥
Tabstack Research: Verified Answers from the Open Web

Web Browsing for AI Systems

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Built for real-world AI systems.

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The Web Execution Layer for AI

Give Tabstack a task and it handles the rest. It can click, scroll, search, and submit just like a human, navigating complex flows with real-time feedback and adaptive behavior.

Tabstack Data Flow
Getting Started Guide

Output Example

from tabstack import Tabstack

tabs = Tabstack(api_key=os.getenv('TABSTACK_API_KEY'))

result = await tabs.agent.automate(
    url="https://news.ycombinator.com",
    task="Go through 5 pages of the top posts. For each post, determine the website it is from and group all the posts by website. Return the list of the 10 websites with the most posts.",
)

Simulated API request from real data

Tabstack API

Everything You Need in One Place

4 Simple Endpoints

/Extract

Post
Instantly convert any URL into markdown, JSON, or a custom schema tailored to your needs.
$5.00¹per 1k actions

/Generate

Post
Automatically turn web data into tailored messages, documents, or other customized outputs.
$5.70per 1k actions

/Automate

Post
Run powerful browser-like automations to interact with the web and complete tasks for you.
$7.50per 1k actions²

/Research

Post
Deploy autonomous agents to explore the web and answer complex questions with precision.
$15³per 1k actions
Get Started
Curious about how Tabstack works?View Documentation

¹ Price shown for JSON extraction. Markdown extraction is $1 per 1k actions.

² Pricing for automation is per action and a single API call may include multiple actions.

³ Price shown for "balanced" mode. Pricing for "fast" mode is $7.5 per 1k actions.

All prices are shown in U.S. Dollars (USD) and may be subject to applicable taxes or fees.

For clarity, some events in the Automate and Research output examples have been condensed.

Made to ship

Production Ready

Fast

Fast by Design.

Reliable

Robust, Even When the Web Isn't.

Complete

Everything You Need, All in One API.

Mozilla

Privacy, Transparency, and Control

Tabstack is designed with a strong focus on data minimization and security, moving only the information necessary for each task and treating all customer data as ephemeral. Page content is used strictly as needed, and by default, any transferred data is purged immediately after use.

As a Mozilla-backed platform, we are committed to responsible, transparent web automation that respects both user privacy and publisher intent. Tabstack is designed to give website owners clear visibility into automated access and meaningful control over how their content is used. Specifically, Tabstack:

  • Uses clear identification: All requests include a dedicated Mozilla Tabstack User-Agent, allowing site owners to identify and monitor Tabstack traffic.
  • Respects opt-out signals: Robots.txt directives addressed to the Tabstack User-Agent are honored, and content is not fetched from sites that explicitly opt out.
  • Does not train on customer data: Retrieved content is treated as ephemeral and is never used by Mozilla for model training.

Website owners can learn more about how Tabstack agents behave and how to control or limit access in our documentation.

Meet Our Plans

Early Access Pricing

Starter

Free

50,000 free credits / month. That's equivalent to:

  • Retrieving 5,000 pages in Markdown
  • Retrieving 1,000 pages in json
  • Completing 500 web tasks
  • Conduct over 500 fast research queries

For tinkerers & hobbyists who want to simply connect their systems to the internet.

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ExplorerBest Value

Pay-as-you-go

Features

  • Higher rate limits
  • Priority email support
  • Team account management

Low-latency, predictable cost automation so you can focus on your core product.

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Enterprise

Contact-Us

For high-volume needs

  • Custom API quotas and rates
  • Dedicated support & SLAs
  • Priority issue resolution
  • Direct engineering access

For teams deploying and managing production workloads efficiently at scale.

Contact Us

Infrastructure for Web Agents

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Read more about how Tabstack worksView Documentation