The agent successfully assembled a comprehensive explanation of Deft's purpose, pricing, target audience, and differentiation through web search and documentation fetches, but had to work around fragmented information across multiple domains (deft.co vs deft.ing) and incomplete on-site content. The site's JavaScript-heavy landing pages were not directly parseable, forcing reliance on search results and documentation at alternative URLs rather than a single authoritative source.

• ›The agent could not extract meaningful content from deft.co/ itself (fetches [1] and [3] returned only Next.js boilerplate with no readable HTML), indicating the landing page is client-side rendered and not crawlable in this context.
• ›Core product information was found at deft.ing/ (documentation, pricing page at deft.ing/pricing) rather than deft.co, creating confusion about domain ownership and primary product location—the agent had to search to discover deft.ing existed.
• ›Web search results [5, 6, 15, 21, 27] were essential because they surfaced URLs and summaries pointing to the actual content pages; the site does not advertise deft.ing prominently from deft.co.
• ›Fetches [8] (deft.ing/docs/agents) and [9] (deft.ing/pricing) returned Astro-rendered documentation with usable HTML metadata, but the agent could not extract granular pricing details (hosted pricing is not yet published).
• ›Comparative differentiation had to be inferred from search result snippets and documentation tone rather than explicit competitive positioning on the site itself.
• ›The agent cited 7 sources in its final response, all discovered via web search or cross-referenced—none originated from directly parsing deft.co's homepage.
• ›Several claimed resources (manifesto page [26], full agent governance docs) returned 404 or truncated responses, leaving gaps the agent had to acknowledge.