The agent successfully compiled a comprehensive explanation of Raal's business model, pricing, and competitive positioning by fetching the homepage, pricing page, comparison pages, and blog articles. The site was moderately navigable—core pages like pricing and comparisons were accessible and cited, but several expected paths (about, features, how-it-works) returned 404s, forcing the agent to rely on web search and prior knowledge to fill gaps. The agent could not fully inspect detailed pricing comparison tables or security/compliance details because those sections were truncated in the responses.

• ›Step [0] (homepage) provided the core value prop and 150+ countries coverage; step [1] (pricing page) yielded the OPS credit tiers and PAYG model; steps [7], [12], [13] (comparison and alternatives pages) directly supplied the 'different from alternatives' section by explicitly contrasting Raal to GroWrk and Firstbase.
• ›The agent had to guess at /about, /features, and /how-it-works paths (steps [2–4] all returned 404s), indicating the site's information architecture is thin or the agent's guesses were wrong. Web search (steps [6], [10], [11], [14], [15]) was necessary to discover the comparison page URL and context about MCP integration; these were not linked from the homepage.
• ›The site publishes pricing, comparisons, and positioning but with truncated HTML responses that likely cut off detailed feature matrices and compliance info. The agent had to cite generic pages and blog posts rather than a single authoritative 'comparison table' or 'features list'—suggesting the site spreads information across multiple pages rather than consolidating it in structured, machine-readable form (e.g., no schema.org markup, no API docs page discovered).