The agent successfully assembled a comprehensive explanation of Deepnote by combining direct site fetches with web search discovery. Steps [1] and [2] provided homepage and pricing page HTML, but the rendered content was JavaScript-heavy and truncated in the responses. Steps [8] and [9]—fetched via search discovery—delivered more structured pricing documentation and comparison content. The site is moderately agent-ready: pricing and positioning are published, but critical details (compute credits, AI allocation, migration guides) required inference or remain unclear from the fetched fragments.

• ›Step [1] (homepage) and step [2] (pricing page) returned HTML but were truncated and JavaScript-rendered, limiting direct content extraction. The agent relied on prior knowledge and meta descriptions rather than fully parsed pricing tables.
• ›Step [8] (deepnote.com/docs/pricing) was discovered via web search and appeared to contain structured pricing documentation, but the response was similarly truncated. Step [9] (comparison page) was also search-discovered and cited as a source, showing the agent had to search the web to find what should have been on-site navigation.
• ›Steps [3] and [4] (attempts to navigate to /features and /about) both returned 404s, indicating the site's navigation structure is not discoverable via direct URL guessing. The agent compensated by using web search to find /docs/pricing and /compare/jupyter-vs-deepnote, which were live.
• ›The final answer cites 6 sources: 4 are deepnote.com URLs (steps [2], [8], [9] plus one inferred from search results), and 2 are third-party comparison sites. This indicates the agent had to supplement site content with external sources to answer completeness questions (exact compute credit mechanics, migration guides).
• ›The agent explicitly flagged unresolved friction: compute credits, AI credit allocation, migration guides, and offline capability were all marked as 'confusing or hard to find,' indicating the site does not clearly publish these details in a fetchable form.