The agent assembled a partial but coherent explanation of Azak Academy's core business model—a Turkey-to-Germany international recruitment platform with end-to-end candidate support—by combining content from the Turkish homepage, a German-language B2B partnership site, LinkedIn, and YouTube. However, the agent could not find pricing information or detailed competitive differentiation because the site does not publicly expose this data; critical information gaps forced reliance on inference and prior knowledge of the recruitment sector.

• ›Step [0] (homepage) and step [7–8] (partnership site) were the only content-bearing fetches; both returned minimal machine-readable detail and relied heavily on Open Graph metadata. The homepage is Turkish-only with no language selector, forcing the agent to pivot to a German B2B subdomain (partnership.azak.academy) discovered via search.
• ›The agent had to construct the 'how it works' narrative from scattered fragments: Turkish homepage mentions job matching, the B2B site describes credential recognition and visa support, and the apply page ([15]) hints at the candidate journey. No single resource explained the end-to-end service comprehensively.
• ›Pricing and competitive differentiation were entirely absent from the website—the agent conducted five dedicated searches ([9], [14], [18], [20], [21]) specifically targeting pricing and competitors, all of which returned only generic results or the homepage link, with no public pricing page or comparative analysis available. The agent was forced to disclose this gap explicitly.
• ›The site surfaced LinkedIn and YouTube as supplementary identity signals ([11], [19]) but neither were fetched for detail—they served only as proof of existence. The agent relied on prior knowledge of international recruitment models to infer the B2B pricing likely reverses onto employers rather than candidates.
• ›Routing was poor: standard URL guesses (/en, /hakkimizda, /pricing, /fiyatlandirma) all returned 404s or redirects to the Turkish homepage, and search had to be used to discover the partnership subdomain. No site map or navigation bridge was exposed.