Agent successfully gathered comprehensive information about RaftLabs by fetching the homepage, pricing page, and about page, supplemented by web search for competitive context. The site publishes its core value proposition, pricing, and company philosophy directly and clearly, though detailed case studies and post-launch support details remain vague.

• ›Step [1] (homepage) and [4] (about page) provided the bulk of substantive information: what RaftLabs does, their founder-led model, client retention, and selective engagement philosophy. These facts were explicitly stated rather than buried or scattered.
• ›Step [2] (pricing page) presented clear, structured pricing tiers with fixed-price methodology—a core differentiator that answers 'how it's priced' directly and unambiguously. The agent cited this in final response.
• ›Step [3] (404 to /why-raftlabs) revealed a navigation expectation that failed; the site does not publish a dedicated 'why us' page, forcing the agent to reconstruct differentiation from about/homepage content rather than a purpose-built page.
• ›Step [7] (web search results) added competitive positioning context (competitors: GirnarSOFT, Hedgehog Lab, Suma Soft; positioning for startups, SaaS, government) that the site itself does not state; agent filled this gap via external search rather than onsite content.
• ›Agent identified specific content absences (limited detailed case studies, vague 'Advanced' pricing tier, unclear post-launch support, no explicit self-comparison to competitors) grounded in what the pages returned and what they did not—demonstrating good awareness of what the site exposes vs. conceals.