Agent assembled a working explanation of Jalan.net's purpose, positioning, and competitive strengths, but the site itself does not clearly publish its revenue model or surface the significant English-interface limitations—these had to be inferred or sourced from third-party comparisons. The Japanese homepage provided basic service overview; site structure was poorly navigable (404 on /about), forcing reliance on web search and external reviews.

• ›Step [1] homepage fetch provided core service description (accommodation booking, flight/train bundles, loyalty programs) but contained no explicit pricing model or revenue transparency—agent inferred commission-based model from context (Ponta Points, property rewards).
• ›Steps [5] search results exposed critical English-user friction (stripped interface, no Ponta rewards, payment-at-property only, Japanese-language cancellation terms) that the site's own English homepage at step [1] never disclosed—this information surfaced only via third-party comparison articles.
• ›Step [2] attempt to fetch /about returned 404, blocking direct access to company/positioning information; homepage fetch was the only on-domain content source.
• ›Agent successfully answered 'who it's for' from step [1] homepage segmentation (business travelers, families, solo travelers) and 'how it differs' from step [5] search results showing market dominance and ryokan/meal-plan advantages—but 'how it's priced' remained opaque, requiring explicit caveat in final response.
• ›Site's English version is intentionally feature-reduced (per step [5] findings), yet the English homepage does not warn international users; agent had to surface this gap as a confusing omission, indicating poor international user guidance.