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Description

Tabstack is a managed web extraction, research, and automation API designed to help developers build live-web features without maintaining browser infrastructure or scraping pipelines. Users can send a URL, structured schema, research question, or plain-language task and receive clean data, cited research, or completed web actions from a single API call. The platform includes endpoints for extracting schema-matched JSON, converting pages into clean Markdown, generating structured outputs, running cited research agents, and automating browser tasks. Tabstack handles the reasoning, rendering, schema enforcement, browser execution, and orchestration behind the scenes so teams can focus on building products instead of managing extraction systems. Its research endpoint reads the live web, selects sources, synthesizes answers, and returns citations on claims, making it useful for trustworthy research agents. Its automation endpoint can navigate, click, fill forms, and complete multi-step workflows on third-party sites, with interactive pauses when human input is needed. Tabstack also supports TypeScript and Python SDKs, MCP integration, CLI access, and streaming responses over SSE. Developers can use it for lead enrichment, competitive monitoring, knowledge base ingestion, workflow automation, booking flows, product data extraction, and in-app research. With privacy controls, no model training on user data, and plans ranging from free credits to enterprise quotas, Tabstack gives teams a practical backend for AI agents that need to understand and act on the web.

Description

rtrvr.ai functions as an intelligent web automation agent that transforms your browser into an advanced, autonomous workspace. By inputting natural language commands, users can direct the agent to browse websites, gather structured information, complete forms, and streamline workflows across various tabs, effectively managing intricate tasks ranging from data scraping to repetitive online actions. The platform also enables scheduling, allows for simultaneous workflows, and facilitates direct data exports to formats such as spreadsheets or JSON. For instance, you can instruct it to scan product listings and create enhanced datasets from basic URLs. Additionally, rtrvr.ai features a REST API and webhook capabilities, allowing users to initiate automations through external tools or services, which makes it compatible with integration platforms like Zapier, n8n, or even tailored scripts. Its functionality includes navigating websites, extracting data from the DOM rather than just relying on screen scraping, submitting forms, orchestrating multiple tabs, and conducting browser activities while maintaining complete login and session contexts, thus proving to be effective even on websites lacking stable APIs. This versatility makes it an essential tool for anyone looking to optimize their web interactions and automate repetitive tasks efficiently.