The agent assembled a coherent explanation of h.careers from three fetches of the homepage, but had to work around a largely opaque site: pricing details were sparse, navigation to dedicated pages failed (404s), and the agent filled gaps with fragments and reasonable inference rather than dedicated documentation.

• ›The homepage (steps [1], [5], [8]) was the only usable source; attempts to navigate to /en/how-it-works, /en/pricing, and /en/about all returned 404 errors, forcing the agent to extract all content from a single page.
• ›Pricing information was disclosed only at the subscription level (4,990₽/month); à la carte consulting rates were mentioned as existing but not specified, leaving a major gap in the answer.
• ›The agent did not locate or cite competitor comparisons on the site itself; the final response's 'How It's Different' section relies on differentiators (expert count, service bundling, corporate partnerships) explicitly listed on the homepage but lacks the direct comparative context the task requested.
• ›Web searches (steps [6] and [7]) returned general mentorship platform comparisons and Russian career resources but contained no specific information about h.careers, so they did not contribute to the final answer.
• ›The agent correctly inferred from fragments that h.careers bundles mentorship with job search services (resume, sourcing, interview prep), but had to assemble this from service descriptions rather than a dedicated 'how it works' explanation.