Agent successfully gathered a comprehensive overview of ADK by combining homepage content with web search results on pricing and competitive positioning. The site's primary content was discoverable but lacked pricing and comparison pages; the agent bridged this gap by searching external sources and comparison articles.

• ›The homepage (step [1]) provided core product definition and feature set directly, but the site did not publish a dedicated pricing page—step [2] returned 404, forcing reliance on web search (step [5]) to answer the pricing question.
• ›Navigation map (step [4]) showed ADK deliberately omits competitive comparisons from its own site; the agent sourced differentiation entirely from third-party analyses (step [6]) and comparison articles, not from adk.dev's own positioning.
• ›The agent correctly identified a real gap: adk.dev does not surface Agent Runtime pricing details on its own domain, leaving deployment cost implications ambiguous—this was not a retrieval failure but a genuine site design choice.
• ›Multi-language support and graph workflows (v2.0) were explicitly stated on the homepage; comparative claims about context management and OpenTelemetry came from the homepage's value-proposition text, not from detailed docs.
• ›The site is documentation-forward and marketing-light; the agent had to supplement homepage content with external sources to answer 'how it's different from alternatives' because adk.dev itself does not include such comparisons.