AI Web Scraping
Tabstack by Mozilla
Extract web data and automate browsers via a single API call, no scraper required.
Tabstack by Mozilla
What is Tabstack by Mozilla?
Tabstack by Mozilla is an API that extracts structured data from the live web and automates browser tasks using natural language, without requiring a scraper.
Tabstack by Mozilla vs Similar AI Tools
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How to use Tabstack by Mozilla?
- 1Sign up at tabstack.ai and obtain an API key.
- 2Use the /extract endpoint with a URL and optional schema for structured data extraction.
- 3Use the /automate endpoint with a plain English task description for browser automation.
- 4Process the returned JSON or streaming output in your application.
Tabstack by Mozilla Key Features
- Extract structured data to a schema you define
- Convert pages to clean Markdown
- Run cited multi-source research in a single API call
- Automate browser tasks with natural language instructions
- Accessibility-tree automation reduces token usage by 60–80%
- Ephemeral processing: no model training on your data
- Robots.txt compliance by default
Tabstack by Mozilla Use Cases
- Collecting product data from e-commerce pages
- Automating multi-step form submissions and bookings
- Aggregating research with cited sources for agents
- Feeding structured web data into AI pipelines
Tabstack by Mozilla Pricing & Free Credits
Tabstack by Mozilla currently operates on a Free, Free Trial, Paid model.
Free TierFree Credits
Free Trial
$0
10,000 credits to get started, no credit card required
Individual
$0.35 per 1,000 credits
Pay-as-you-go pricing for flexible usage
Paid Plans
Team
$99 per month
500,000 credits per month with spend caps and team features
Tabstack by Mozilla Pros & Cons
Pros
- No need to host or manage browsers
- Token-efficient: uses accessibility tree instead of screenshots
- Backed by Mozilla with strong privacy guarantees
- Simple API for both extraction and automation
Cons
- Stateless retries can lead to duplicate actions on writes
- No built-in session management for authenticated workflows
- Limited batch extraction support (single URL per call)
What is Tabstack by Mozilla best for?
- Developers building AI agents that need live web data
- Teams automating browser interactions without infrastructure overhead