The agent successfully assembled a comprehensive understanding of Sheba Advocates LLP by fetching nine service-specific pages from the site and synthesizing their content. The site publishes detailed service descriptions across dedicated pages but failed to provide publicly accessible pricing information, forcing the agent to acknowledge this gap. The firm's positioning as 'tech-enabled' remained vague because the website repeated the claim without substantive explanation of the underlying technologies or differentiation.

• ›Steps [1, 6, 7, 8, 10, 11, 12, 14, 15] were all content-bearing: each returned full HTML service pages with meta descriptions and substantive copy describing Sheba's practice areas (corporate advisory, fintech sandbox, capital markets, regulatory compliance, startups/VC, litigation, M&A). The agent extracted service scope, target client segments, and team certifications (CISI-certified) from these pages.
• ›The site's information architecture is spread across individual service pages rather than consolidated on a homepage or about page—steps [2, 3, 4] all returned 404s when the agent tried standard navigation targets (/pricing.html, /about.html, /services.html). This forced the agent to discover services by following navigation links from the homepage, making the structure less agent-friendly than a single reference document would be.
• ›Pricing was completely absent from all fetched pages; the agent attempted direct navigation to /pricing.html (step [2], 404) and checked every service page fetched but found no fee structures, hourly rates, or engagement models. The agent correctly called this out as a critical gap and recommended contacting the firm directly.
• ›The claim of being 'tech-enabled' appears in the homepage meta description and is repeated across pages, but no page explains what 'tech-enabled delivery' actually means—no mention of document automation, client portals, AI tools, or specific technological advantage. The agent had to acknowledge this vagueness rather than invent details.
• ›Web searches (steps [17–23]) returned links to competitor firms (Dadimos & Partners, Habesha Legal) and general Ethiopian legal directories, but these searches did not add new information about Sheba itself beyond what the site already provided. The site is not mentioned in third-party reviews or case studies, limiting external validation.