The agent successfully gathered a comprehensive overview of ClassCard by fetching the homepage, pricing, features, and about pages directly from the site, then supplemented competitive context via web search. The site provided clear product positioning and pricing information directly; the agent had to infer some differentiation claims and consulted external sources to answer the 'how it's different' portion of the task.

• ›Homepage ([1]), pricing ([2]), features ([3]), and about ([5]) pages were all directly accessible and content-bearing—the site surfaces core information through standard navigation paths, making it agent-ready for basic discovery.
• ›The agent guessed the /alternatives URL ([4]), received a 404, and had to rely on web search ([6]) to answer the competitive differentiation question—the site does not publish a comparison or alternatives page, forcing external research.
• ›Pricing page ([2]) clearly disclosed subscription tiers, all-inclusive features (unlimited staff/students/classes), and payment processing fees, directly satisfying the 'how it's priced' portion of the task.
• ›The features page ([3]) emphasizes integration and multi-model support as differentiation but does not name or compare against specific competitors; the agent relied on search results ([6]) to supplement this gap.
• ›The final response cites three URLs in its Sources section ([2] Capterra alternatives, [6] GetApp alternatives, [6] ClassCard's own blog), only two of which appear in the trajectory—one citation (Capterra) came from search results, confirming the agent surfaced competitive context but could not validate all claims directly on-domain.