The agent successfully assembled a comprehensive understanding of RIADeFi by combining direct navigation of the site's educational pages with a pivot to its parent company Ketju Research to understand the pricing model. The site was moderately navigable — core content (guides, ledgers, Atlas) was discoverable through direct URL guessing and following links, but the freemium relationship between RIADeFi and Ketju Research's paid offering required cross-domain exploration to fully explain.

• ›Steps [1], [3], [4], [10], [11], [12] returned rich, structured content from RIADeFi's own pages (regulatory ledger, DeFi guide, on-chain ledger, Atlas) that directly answered 'what they do.' Meta descriptions and page titles were explicit about the service's purpose, making this layer straightforward.
• ›Pricing information was NOT on riadefi.com itself — the agent had to pivot to ketjuresearch.com [7, 9] to discover that RIADeFi is free but parent company Ketju Research charges $49/month. The agent explicitly flagged this as confusing: 'It took some digging to realize RIADeFi itself is free while the parent company's premium research is paid.'
• ›The site exposes identity through meta descriptions and page titles (all responses included clear `<title>` and `<meta description>` tags), but the freemium model and organizational relationship required prior knowledge or cross-domain digging. No single page on riadefi.com clearly states 'this is free' or explains how it fits into Ketju Research's business model.
• ›The agent had to guess several URLs directly (pricing, features, regulation, about) rather than discovering them through navigation — indicating weak internal linking or site navigation structure for these key pages.