Web Agent

Web Agent is the data access and execution entry point from agents to the open web. It turns messy real webpages into environments that agents can search, extract, clean, and operate.

Core problem

The real web is not agent-friendly:

• HTML contains noise and inconsistent structure.
• Dynamic rendering, PDFs, tables, and media are hard to process reliably.
• Search results need ranking, deduplication, summary, and source validation.
• Browser actions need isolation and state tracking.

Web Agent makes the web consumable and executable for agents.

API families

API family	Role
Search / SelectAll	Multi-source search, broad data discovery, ranking, and summaries
Textify	Converts complex webpages, PDFs, and dynamic content into LLM-friendly Markdown/text
Do / Track Anything	Lets agents click, type, scroll, and monitor page changes
Sandboxed Execution	Runs browser work in isolated environments to reduce security and pollution risks

Differentiation

Web Agent is not only a crawler. It combines with other SAK modules:

• GUM enables profile-aware query rewriting.
• GenAuth controls access to protected resources.
• Source and execution traces preserve the search, extraction, and action process.

Best fit

Web Agent fits teams that need live web data, deep research, vertical data extraction, dynamic webpage handling, and agentic search.