The agent successfully assembled a comprehensive explanation of Microsoft Teams by working around a blocked direct domain—teams.com returned a 403 Forbidden error, forcing reliance on web search and Microsoft's official marketing/pricing pages. The agent retrieved detailed information on what Teams does, its target market, pricing tiers, and competitive positioning from third-party comparison articles and Microsoft's own business plan pages, then synthesized these fragments into a coherent overview. The site's fragmentation across multiple Microsoft domains and the inability to access teams.com directly added friction, but the agent's multi-source approach and explicit documentation of what it could not verify (free tier audience, enterprise pricing criteria, tier differentiation) yielded a substantive and transparent answer.

• ›Step [11] (microsoft.com/teams/group-chat-software) and [12] (microsoft.com/teams/compare-microsoft-teams-business-options) returned marketing and pricing pages from Microsoft's own infrastructure—not from teams.com. The domain teams.com itself is inaccessible to the agent, indicating geofencing, blocking, or redirect logic that prevents direct discovery.
• ›Steps [14] (comparison articles: Teams vs Slack vs Zoom) and [15] (Teams usage statistics and target market) provided third-party aggregated intelligence on differentiation, user base, and deployment patterns. These were not directly from the vendor site but were explicitly cited in the final response, indicating the agent treated them as authoritative supplements.
• ›Step [17] (Microsoft Teams pricing guide aggregators) returned pricing details from secondary sources (Pumble, Larksuite, CostBench), not from teams.com. The agent extracted specific tier names, prices, and feature mappings but flagged ambiguities (free tier scope, enterprise pricing opacity) that the search results did not clarify—indicating incomplete transparency even in secondary sources.
• ›The agent did not obtain a single authoritative, machine-readable source from teams.com itself. Instead, it assembled a narrative from scattered Microsoft.com pages, comparison sites, and pricing aggregators. This required significant interpretation and cross-referencing, and the agent candidly noted what was missing: direct homepage messaging, feature clarity per tier, free tier eligibility rules, and transparent ROI positioning.
• ›The 'succeeded_with_heavy_bridge' friction outcome reflects that the primary domain was unreachable and the agent had to lean on 50% web search + 25% prior knowledge + 25% fetched artifacts. The agent's final response includes a 'What Was Confusing or Missing' section that directly addresses this friction, rather than glossing over gaps.