The agent successfully gathered information about Kathmandu Codes from their homepage, identifying their service offerings, pricing model (custom quotes), and stated differentiators. The site was navigable but sparse on detail; the agent had to supplement site-stated talking points with critical analysis from model memory to meaningfully compare them against alternatives.

• ›All three fetches returned the same homepage URL (typed from memory, not surfaced by site navigation), indicating the site either lacks internal navigation to dedicated service/pricing pages or the agent did not discover links to them. The agent relied entirely on homepage content.
• ›Pricing section explicitly confirmed the site discloses no public pricing—it directs contact via form or phone, a common pattern for custom development but one that blocks transparent comparison and is flagged in the final answer as the primary gap.
• ›The site's four claimed differentiators (customization, QA, experience, support) are presented as facts by Kathmandu Codes but are neither unique nor substantiated with case studies, metrics, or portfolio examples on the fetched pages; the agent correctly identified this as generic marketing.
• ›No portfolio, case studies, client names, team details, company size, or specific location information was present on the homepage content returned—the agent noted these absences as confusing/missing rather than claiming to find them.
• ›The agent supplemented site-derived facts with model-memory analysis (positioning against TCS, Infosys, Accenture, notes on typical custom dev shop patterns) to fulfill the comparison task, since the site itself made no explicit competitive claims or differentiation statements beyond the generic four pillars.