The agent fetched the homepage and its outbound links in two steps and produced a thorough, grounded explanation of the portfolio, its services, and its gaps. The site is a single-page portfolio with all content in anchor sections, so it was fully navigable, though its links are partly broken (Rostrum Pacific and SpaceHeater both mislinked or unlinked).

• ›All substantive content (services, background, pricing absence, contact CTA) was present in the single homepage fetch, making the site easy to read in one pass.
• ›Outbound links were extractable and revealed that the Rostrum Pacific reference resolves to avi.ai, a misleading link the agent could detect only by inspecting hrefs.
• ›Product descriptions for Avi AI and SpaceHeater are generic and unlinked to detail pages, so the differentiation question could not be answered from site content alone.
• ›Impact figures ($50M, $100M+, 50% AWS reduction) appear without sources, so the agent could only report them as claims.
• ›No pricing or structured offering data exists; the answer on pricing is an absence finding rather than retrieved information.