Tabstack

Give applications cited research, structured page extraction, and public-web automation.

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Meet Tabstack

Tabstack is a managed web API for applications and AI models that need information or actions from public websites. Its research endpoint plans queries, reads sources, checks gaps and disagreements, and returns an answer with citations. Extraction endpoints turn pages into readable Markdown or JSON matching a requested structure.

Developers can also submit public website tasks through its automation endpoint and integrate the service using HTTP, Python, TypeScript, or a command-line tool. Hosted automation processes task and page content through a model provider; it is intended for public pages rather than workflows behind a login. The underlying Pilo automation engine offers a separate open-source, self-hosted path.

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