The agent assembled a comprehensive answer about Infobip's business model, pricing, and competitive positioning, but relied heavily on web search and prior knowledge rather than the website itself. The infobip.com domain proved difficult to navigate—direct fetches of the homepage, pricing page, products page, and product-specific URLs either returned truncated HTML or 404 errors, forcing the agent to pivot to external sources (GetApp, G2, LandinChat, PulseSignal, and competitive comparison sites) to construct the final answer. The website's structure appears broken or heavily client-rendered, making it largely inaccessible to the agent's retrieval method.

• ›Steps [1], [2], [3], [6], [14], [15] fetched infobip.com URLs directly but all returned truncated HTML responses (4400+ chars cut off), suggesting the site is JavaScript-heavy or dynamically rendered and does not serve meaningful content to a basic HTML scraper. The agent could not extract pricing tiers, product details, or positioning from the official site.
• ›Steps [4], [9], [10] returned 404 errors for plausible URL paths (/platform, /en/products/customer-engagement, /en/products/customer-identity), indicating either recent URL restructuring or poor site architecture. The agent's attempts to navigate by guessing URL patterns failed.
• ›All substantive information in the final answer came from web search steps [7], [12], [13], which returned links to third-party review and pricing aggregation sites (GetApp, G2, LandinChat, PulseSignal, Twixor, SourceForge). The agent never successfully extracted content from infobip.com itself—it worked around the inaccessible official site by relying on external summaries and comparisons.
• ›The site's navigation structure is opaque to the agent. Despite visiting /pricing, /products, /about, and /conversations/pricing, no meaningful HTML was retained, so the agent could not discover product modules (Conversations, Moments, Answers, AgentOS), pricing tiers, or use cases from the primary source.
• ›The agent's final response explicitly cites external sources (GetApp, G2, LandinChat, PulseSignal, SourceForge, Twixor) and does NOT cite infobip.com URLs, confirming that the official site did not contribute to the answer despite multiple direct access attempts.