The agent could not access the main Square storefront due to Cloudflare protection, but assembled a coherent understanding of Zembo by fetching alternative pages (About page, news articles, Facebook). It successfully identified what Zembo does (independent skate shop + art space), who it serves (authentic skateboarders), and how it differs (no mainstream brands), but could not retrieve pricing, specific product inventory, or the actual online shopping experience—the core of the task.

• ›Step [5] (zem.bo/about) and Step [11] (Kensington Voice article) provided the clearest identity information—mission statement, philosophy ('no swooshes'), and the founder's intent. Step [16] (Philadelphia Magazine) and Step [20] (Facebook) reinforced brand positioning and community focus.
• ›The primary asset (zembo.square.site storefront) was entirely inaccessible behind Cloudflare; the agent had to reconstruct the business model from external coverage rather than from the site's own content. Search results listed shop category URLs (e.g., 'zembo.square.site/shop/skate-shop/21') but those too returned 403.
• ›The site does not publish structured metadata, pricing, or product data in a scrape-friendly or AI-readable format. The agent had to rely on 75% web search (news articles, Facebook, prior knowledge) to answer a discovery-evaluation task that should be answerable from the merchant's own domain. Identity information exists but is fragmented across external platforms, not consolidated on the storefront.