The agent gathered foundational information about Robusty's core product (AI-powered end-to-end testing, no-code approach, self-healing tests) from the homepage and search results, but hit authentication walls when attempting to access pricing details, feature breakdowns, and competitive comparisons. The response provides enough context to explain the basics but lacks the specificity needed for detailed differentiation analysis.

• ›Step [1] (homepage) was the only fully accessible page on robusty.io itself; all subsequent site URLs (steps [2]–[5]: /pricing, /features, /about, /blog) returned login pages, indicating aggressive authentication gating of marketing-critical information.
• ›The agent relied on the homepage's information for its entire site-derived answer; no secondary pages from robusty.io added content, and no fetched third-party pages (step [8] omitted Robusty, step [9] returned 403) filled gaps.
• ›Step [7] (web search) surfaced the homepage URL again and other competitor comparison articles but the agent did not cite those external articles in the final response—search results served as a discovery/verification mechanism rather than a content source.
• ›Pricing range ($29–$99 tier breakdown), target customer segment, and explicit competitive positioning all came from the homepage alone; the agent could not verify or expand these claims because deeper site content was inaccessible.
• ›The agent filled gaps (free trial availability, industry segmentation, team-size guidance) with explicit caveats that these were 'not clear' and 'missing,' correctly declining to invent details and instead flagging them as retrieval failures.