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What is Tabstack?

Tabstack is a managed web API platform that lets developers extract, research, generate, and automate across the live web without building their own scraping stack. The platform is designed for teams that want to pass in a URL, schema, question, or task and get back structured data, clean Markdown, cited answers, or completed browser actions. Its /extract/json endpoint returns schema-matched JSON from web pages, making it useful for product details, job listings, pricing pages, marketplaces, directories, and other structured web data. Its /extract/markdown endpoint converts pages into clean Markdown that can be used for RAG pipelines, documentation ingestion, product page indexing, and knowledge base workflows. The /generate/json capability supports reasoned structured output from user instructions, not just direct field extraction. The /research endpoint runs a live-web research agent that selects sources, reads pages, synthesizes findings, and returns cited answers with claim-level support. The /automate endpoint lets users describe a browser task in natural language and have Tabstack navigate, click, fill forms, and complete flows on websites the user does not control. Tabstack supports interactive mode for human input, JavaScript-heavy pages, streaming results over SSE, TypeScript and Python SDKs, MCP connectivity, and CLI access. Its Pilo browser engine is designed to reduce token usage compared with screenshot-heavy approaches while still enabling browser-based automation. Common use cases include competitive intelligence dashboards, lead enrichment pipelines, research agents, booking and checkout agents, back-office workflow automation, and knowledge base ingestion. With privacy-focused handling, no retained corpus, no data sold, no model training on user calls, and plans that include free trial credits, pay-as-you-go usage, team pricing, and enterprise options, Tabstack helps developers give products and AI agents reliable access to the live web.

What is Olostep?

Olostep is a prominent API platform tailored for the extraction of web data, serving both AI developers and programmers by enabling the swift and reliable acquisition of structured information from publicly accessible websites. This platform provides the capability to scrape specific URLs, conduct thorough site crawls without needing a sitemap, and submit extensive batches of around 100,000 URLs for detailed data collection; users can receive data in multiple formats such as HTML, Markdown, PDF, or JSON, and custom parsing features allow for the precise harvesting of the desired data structure. Noteworthy functionalities include complete rendering of JavaScript, access to premium residential IPs with proxy rotation, effective resolution of CAPTCHAs, and integrated tools for managing rate limits or recovering from unsuccessful requests. Furthermore, Olostep shines in its ability to parse PDF and DOCX files, alongside offering browser automation capabilities like clicking, scrolling, and waiting, which significantly improve its functionality. Designed to handle substantial traffic, the platform is capable of processing millions of requests daily and emphasizes cost-effectiveness, promising savings of up to 90% compared to conventional methods, while also providing free trial credits for teams to assess the API's features prior to making a commitment. With its extensive range of tools and services, Olostep has firmly established itself as an essential asset for developers in search of effective data extraction solutions, making the process not only efficient but also cost-efficient for various projects. In doing so, it empowers users to harness the wealth of information available online with ease and precision.