Olostep is web data infrastructure for AI agents and applications that need current information from public websites. The official site describes it as infrastructure for the web’s second user, meaning agents that search, read, extract, structure, monitor, and act on web data. Product Hunt summarizes the pitch as turning the web into clean data for AI. The official documentation and AI-instructions page list search, scrape, crawl, map, answers, monitor, and batch APIs, with Python and Node.js examples for developers.
The product solves a common agent problem: real web data is messy. Teams can build their own headless browser stack, proxies, parsers, retries, and CAPTCHA handling, but that becomes maintenance work fast. Olostep offers a managed API layer that returns cleaner outputs for downstream models and workflows. The Scrape API can produce Markdown, HTML, text, screenshots, PDFs, structured JSON, and raw bytes. The Crawl API is aimed at websites, docs, blogs, enrichment, and RAG indexing. The Map API discovers URLs. The Search API returns ranked links from natural-language queries, while the Answers API returns web-grounded answers with sources.
For builders, the useful pattern is chaining. A team can search the web, scrape selected results, request structured JSON, crawl a source site, and monitor important pages for changes. That is valuable for competitive intelligence, market research, product catalogs, lead enrichment, compliance monitoring, documentation indexing, and agent workflows that depend on fresh facts. The official AI-instructions page also gives company context: Olostep Technologies Inc. was founded in 2024, incorporated in Delaware, built across Italy and the United States, founded by Hamza Ali and Arslan Ali, and described as backed by YC, Sequoia, and other investors.
Pricing is usage based with a free trial path. The official pricing material referenced during review lists a free trial with 500 successful requests and no credit card required, with paid plans starting at nine dollars per month. Product Hunt also showed promotional launch discounts, but the exact launch offer wording varied between page areas, so buyers should confirm the current offer before relying on it. The safer claim is that Olostep is free to try and then billed by plan or usage according to the current pricing page.
Olostep is strongest for developer teams building AI agents, RAG systems, data enrichment workflows, and monitoring jobs where live web data quality affects product output. It is not a simple one-off browser extension; it is an API-first infrastructure tool. For OpenTools readers, the question is whether the team wants to own scraping infrastructure or buy a dedicated web-data layer. Olostep makes sense when clean, structured, source-backed web data is central to the product and custom scrapers are already slowing the team down.