The agent successfully gathered comprehensive information about art.axionum.ch despite initial redirect issues. It recovered via web search, then fetched the gallery homepage, product category, and about page—each exposing progressively deeper positioning, pricing tiers, and artist philosophy.

• ›Site homepage was unreachable due to redirect loop (steps 1–3); web search provided entry point with working URLs. The search results themselves contained substantive snippets (gallery description, product names, contact email) that enabled preliminary understanding before page fetch.
• ›Step [7] (homepage) returned well-structured, categorized inventory data (31 works across 4 categories, CHF 220 baseline pricing) and artist philosophy statement—all extracted from a single, coherent fetch. The site clearly surfaces what it sells and who it's for at the top level.
• ›Step [9] (scenery category page) revealed price tiering logic: CHF 210–650 scaled by size and subject, with three distinct tiers. This was NOT stated explicitly on the homepage; the agent had to navigate to a subcategory to discover it. Pricing is data-rich but requires category drill-down.
• ›Step [11] (about page) was discovered by agent memory guess—URL not surfaced by the site itself—yet returned the most differentiating substance: Olena Protsenko's physics/data science background, her dual-perspective philosophy, and explicit positioning against 'narrative-driven galleries.' This is the strongest positioning claim but was the hardest to find.
• ›Five key details remain unfetched: shipping costs, payment methods, 3D relief art details, commissions, and competitive positioning. The agent explicitly called these out as gaps rather than inferring them from model memory, showing appropriate caution.