The agent successfully gathered enough information to explain Candy Bot's service, market positioning, and pricing to someone else, but had to work around a broken site navigation (multiple 404s) and fill gaps with external market research on competitive alternatives, since Candy Bot's own site contained no competitor analysis.

• ›The homepage (steps [0], [1], [8]) was consistently accessible and provided core facts about private event pricing (€690/day), design count (110+), and service scope (delivery/setup included), but structured data or schema markup was not apparent—facts were embedded in prose.
• ›Navigation menu items listed by the homepage (steps [1]) returned 404 errors when followed (steps [2], [3], [4], [6]), indicating broken URL routing or dynamic rendering—the site's own navigation surface was unreliable for agent traversal, forcing the agent to guess or type URLs from memory.
• ›The /pro and /professionnels pages (steps [5], [7]) were both accessible and carried nearly identical business-model details, including the revenue-share structure and €300/month earnings example, with no transparency on percentage splits or contract variations.
• ›Geographic scope remained ambiguous: the site stated '50 km from Perpignan' but steps [0]–[8] never clarified whether this was France-only, regional, or borderless—no fetch succeeded in retrieving a service area map or expansion statement.
• ›To construct the 'differentiation' section, the agent relied on external search results (steps [9], [10]) about Sweet Robo, mini robots, and vending-machine alternatives because Candy Bot's site itself made no comparative claims or acknowledged competitors—the agent had to infer uniqueness from feature inventory (110 designs vs. Sweet Robo's 30).