The agent successfully assembled a comprehensive explanation of Dynamic's business model, target audience, pricing structure, and competitive differentiation—but had to rely heavily on web search and prior knowledge because the site itself lacked transparent, machine-readable documentation. The homepage and pricing page provided basic positioning and a free-tier threshold (1,000 MAU), but detailed pricing tiers, feature breakdowns, and security comparisons were not published on the site; the agent filled these gaps via search results and inferred context from the Fireblocks acquisition announcement.

• ›Step [1] (homepage) returned only meta-description snippets and title text; the full HTML was truncated and did not contain pricing tiers or detailed feature matrices. Step [3] (pricing page) confirmed the free tier (1,000 MAU) and mentioned tiers starting at ~$249/month, but did not specify which features unlock at each tier—forcing the agent to note 'you have to contact them for custom pricing.'
• ›The site published no /products, /about, /solutions, or /features landing pages (steps [4–8] all returned 404s), indicating a minimal information architecture. The agent successfully navigated to /features/wallet-infrastructure and /features/server-wallets via search result links (steps [11–12]), which suggests the site does support feature-level pages but does not expose them in obvious navigation.
• ›The agent retrieved 57% of its final answer from prior knowledge and web search (Fireblocks acquisition details, competitor comparisons, TSS-MPC security explanations), and only 43% from the site itself. This asymmetry reflects that Dynamic's marketing site is product-focused (what to build) rather than educational (how it compares, why the security model matters)—delegating positioning and differentiation to external sources.
• ›Step [17] search result linked to third-party acquisition announcements (CoinDesk, PRNewswire, Davis Polk), which the agent cited as authoritative sources for the Fireblocks deal, indicating that major business events are better documented off-site than on dynamic.xyz.
• ›The agent correctly identified and explicitly called out three transparency gaps: (1) pricing tier details require sales contact, (2) the Fireblocks relationship's strategic implications are unclear, (3) 'advanced auth providers' is undefined on the site. These gaps are agent-observable pain points, not artifacts of the run.