Agent successfully gathered comprehensive information about Fence Calculator's purpose, audience, and free pricing model from the site itself, then supplemented with search results to contextualize its competitive position. The site was transparent about its core offering but lacked dedicated feature and competitor comparison pages.

• ›Steps [0] and [1] (homepage and /about) provided complete, direct answers to what the tool does, who it serves, and that it's free with no signup. The site explicitly states its mission and independence clearly.
• ›Pricing information was confirmed via the homepage ([0]), which states 'Every calculator on this site is free with no signup and no usage limit'—no dedicated pricing page exists (404 at /pricing), but this absence itself communicates the model.
• ›Competitive differentiation required search results ([6]) because the site does not mention or compare itself to alternatives. The agent had to look externally (FenceCloud, Visual Fence Pro, etc.) to explain how it differs—the site is discovery-neutral on this dimension.
• ›Creator and independence details came from /about ([1]), showing the site's transparency about its indie status and lack of vendor bias, which is a genuine differentiator but not explicitly positioned against competitors.
• ›The agent encountered two 404s ([2], [3]) at /pricing and /features, suggesting the site has a minimal navigation structure; the agent compensated by re-fetching the homepage and searching externally, showing good fallback behavior but also exposing limited site architecture for structural information.