01
Data engineers
Add browser steps to data pipelines.
Read dynamic web content with your own tools
Use a browser when the content your research needs appears after rendering or interaction. Your code controls filters and pagination, extracts the information, and keeps the source page with each result.
Dynamic pages
Filters & pagination
Source context
From rendered page to sourced record
This scenario centers on content extraction, with the browser supplying the rendered and interactive page.
01
Open an allowed source
Load a public dynamic page or an account page you are authorized to access.
02
Reveal relevant content
Use your own code to apply filters, follow pagination, and open details.
03
Extract the fields
Read the rendered text and page context with your own tool.
04
Keep provenance
Store the source URL and task settings alongside the extracted content for review.
A paginated research list
A research tool opens a fictional listing page, filters by category, follows two pages, and stores each item with its source URL.
01
Filter
Category: example
02
Content
Rendered listing entries
03
Source
Page URL attached to each entry
Browser access for interactive sources
Nstdata provides the remote browser and supported session controls. Your own code, agent, or tool directs the task.
Render real pages
Use a remote browser when the task needs JavaScript-rendered or interactive content.
Bring your pipeline
Connect through CDP, API, or MCP and process extracted results in your own system.
Configure access
Use available proxies and supported browser settings when the source requires them.
Debug empty results
Review completed session records, page state, logs, and network details.
Built for teams working on this task
Connect the browser to the workflow you already use, then keep the result and evidence in your own system.
02
Research teams
Investigate dynamic public pages.
03
Market intelligence
Read filtered and paginated sources.
04
AI application teams
Collect content for authorized workflows.
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Frequently Asked Questions
Learn how Cloud Browser supports your workflow.
Your own code or tool extracts and structures the content. Cloud Browser provides the remote browser.
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