The agent successfully extracted Warzilla's core value proposition (Australian Warhammer price aggregator with daily updates across 24 stores) from the homepage and supplemented gaps with external search results on alternatives. The site itself disclosed only basic functionality and product scope; the agent had to infer missing details (no pricing model disclosed, no About page) and acknowledge them explicitly rather than fabricate answers.

• ›Steps [1] and [3] both fetched the same homepage (warzilla.io/) and returned identical scope: 4,894 products, 24 Australian stores, daily updates, barcode matching. The site concentrates all answerable information on a single landing page with no subpages or navigation links the agent discovered—75% of the trajectory's URLs were typed from memory, indicating poor internal link surfacing.
• ›Step [1] contained all facts needed to describe what Warzilla does, who it's for, and its daily update cadence. Step [3] added competitive positioning (independence from Games Workshop, local focus). Neither step revealed pricing, business model, creator identity, or contact details—the agent correctly flagged these as absent rather than speculating.
• ›Step [7] search results introduced ThriftHammer and other Australian price comparison tools (BuyWisely, Zyft, FindFetcher), allowing the agent to position Warzilla's geographic specificity as its differentiator. The agent cited these external sources explicitly, avoiding false attribution to Warzilla's site.
• ›Steps [5] and [6] were routing-only (web searches yielded no direct Warzilla results), confirming the site's poor search visibility. The agent acknowledged this confusion point in the final response, explaining why gaps exist rather than filling them from model memory.
• ›The site provides no machine-readable schema, FAQ, pricing page, or blog—only a homepage assertion of function. The agent had to type the domain from memory three times to extract answers, and resorted to web search to contextualize alternatives, indicating below-average agent-readiness for discovery and identity verification.