The agent successfully assembled a comprehensive explanation of Nerdish.io by combining homepage content with web search results, but had to work around a broken /pricing page (410 error) and gaps in the site's comparative positioning. The site's core offering is clearly described on the homepage, but pricing and competitor differentiation required external sources.

• ›Step [0] provided foundational product positioning and target audience directly from the homepage, establishing the micro-learning angle and ADHD-friendly positioning without search augmentation.
• ›Step [1] exposed a broken /pricing URL (410 error), forcing the agent to discover pricing via web search [4] instead of a dedicated site resource—a significant navigability gap for a commerce intent.
• ›Step [4] (web search) returned pricing information that did not originate from nerdish.io itself but from third-party review sites like Educational App Store and MakeHeadway, indicating the site does not publish pricing on its web presence.
• ›Step [5] (competitor search) yielded the only structured comparison data; the main site [0, 2] articulated Nerdish's philosophy and differentiators (science-based, anti-engagement, retention-focused) but never named or contrasted specific competitors, requiring external discovery.
• ›The agent typed URLs from memory twice ([0], [2], [3]) rather than following navigation links, suggesting limited on-site discovery paths for pricing and comparative positioning—only 75% of discovered URLs came from following site links.