Agent successfully assembled a comprehensive explanation of Yoto's service, pricing, and competitive positioning, but had to work around significant site navigation failures (404s on standard paths) and supplement with web search and external reviews to answer pricing and differentiation questions that the homepage alone did not fully expose.

• ›Homepage (step [1]) provided solid foundation on what Yoto does (devices + cards + subscription model) and age ranges, but did not explicitly state pricing or device costs — agent had to search externally.
• ›Standard navigation paths (/pages/pricing, /products, /collections/all, /pages/about) all returned 404s (steps [2–5]), forcing the agent to guess URLs rather than follow site structure; this is a severe discoverability problem.
• ›Yoto Club pricing page (step [8]) exists and was discoverable via search results (step [6]) but does not detail individual tier credit amounts — search results from third-party reviews (step [6]) actually supplied the structured pricing table the final answer used.
• ›Agent correctly identified what it could not find on-site (device pricing, card pricing, full feature depth) and explicitly called this out in the final response's 'confusing or missing' section, showing honest acknowledgment of gaps rather than hallucination.
• ›Competitor comparison relied entirely on external third-party reviews (step [7]) and model knowledge; the site itself surfaced no comparison content, leaving Yoto's positioning implicit rather than explicit.