The agent gathered a partial understanding of Choisy-Échecs by assembling information from third-party directory and mapping services, but could not access the club's own website to verify pricing, membership details, or competitive positioning. The site proved largely inaccessible (HTTPS enforcement failures, fetch errors) and did not publish key business information in machine-readable or directly fetchable form, forcing the agent to rely on fragmented external sources and acknowledge significant gaps.

• ›Step [4] (Chess.com club page) and steps [11–12] (Mappy and Manageo business listings) provided the most reliable content: basic club identity, address candidates, and the 'Les Deux Fous' branding. These were third-party aggregations, not the club's own site.
• ›The agent's own website (choisy-echecs.fr) was inaccessible throughout the run ([1], [2], [6], [14]–[15] all failed). No direct fetch of /nous-rejoindre, /le-club, or other key pages succeeded, so pricing, membership tiers, course offerings, and competitive differentiation could not be verified from primary source.
• ›The site does not publish pricing, membership terms, or differentiation messaging in any publicly indexed or crawlable form. The agent had to note these as explicit gaps rather than explain them. Address discrepancies between sources (rue Clemenceau vs. rue Pompadour) could not be resolved without access to the actual site or direct contact.
• ›The site's WordPress backend exists (evidenced by search results pointing to /nous-rejoindre and event calendar pages), but either requires authentication, is blocked from automated access, or has structural navigation barriers. The agent could infer content exists but could not read it.