The agent successfully gathered comprehensive information about Dripos's core offering, pricing, and competitive positioning through direct site fetches and cited sources. The site published most core facts directly (homepage, pricing page, comparison pages), though hardware costs, setup fees, and broader competitive comparisons were not accessible, requiring the agent to acknowledge gaps.

• ›Homepage and pricing page were directly fetchable and content-bearing, providing the foundation for 'what they do' and 'how it's priced' answers without ambiguity.
• ›Dripos published its own comparison pages (vs Square, best POS system features), which the agent fetched and cited—these were the primary source for the differentiation section, not model memory or external reviews.
• ›Attempted URLs (/features, /about, /blog) all returned 404, suggesting the site has a limited navigable structure; the agent adapted by using search results to surface valid comparison pages.
• ›Hardware pricing and setup costs were mentioned in the homepage copy as part of the platform but never detailed anywhere on the site—this gap was correctly identified in 'What I Couldn't Find' and is NOT filled by model memory.
• ›The agent successfully disambiguated Dripos's positioning (coffee-shop-first design vs generic POS adapted for cafes) by drawing from the fetched best-POS-system page, which explicitly contained this framing—not inferred.