The agent successfully understood TechPivot's core positioning, service areas, and differentiation by extracting content from the homepage and a project showcase page, but could not locate pricing information because it is not published on the site. The site's minimal navigation structure (only homepage and one /work page in sitemap) required the agent to fall back on prior knowledge and markdown file probing to assemble a complete picture.

• ›Steps [1], [8], [19], [21] all returned the homepage markdown, which contained the core business description, service areas (security, cloud, AWS, AI, FinOps, software, systems design), engagement principles ('judgment is the deliverable', 'stay accountable until it runs in production'), and differentiation claims (security-first, shipping mentality, open source proof). This was the primary content-bearing source.
• ›Step [13] provided a secondary example (Terraform Module Releaser project) that illustrated the 'open source on GitHub Marketplace' claim and demonstrated production-grade work product. It was explicitly cited in the final response's Sources section.
• ›Steps [3], [4], [5] returned 404s for /services, /pricing, /about — standard pages that most B2B consulting sites publish. Step [7] (sitemap.xml) revealed the site only surfaces two URLs: the homepage and one work project, indicating a minimal navigation footprint. The agent had to probe for .html.md markdown files (steps [8], [21]) as a workaround to access full content, suggesting the site may be static or JAMstack-generated but not well-indexed via conventional navigation.
• ›Pricing was genuinely absent from all fetched content. Steps [15] and [17] (web search) returned only the homepage in results, confirming pricing is not publicly available anywhere on the domain. The agent correctly noted this as a gap rather than a retrieval failure.
• ›The agent cited the homepage URL in Sources (step [1]) but actually relied most heavily on steps [8], [19], [21] — repeated fetches of the same homepage markdown in different formats. This suggests the site's HTML rendering and markdown source are the same content, and the agent had to make multiple attempts to ensure complete extraction.
• ›No internal pages, dedicated About page, team information, or structured pricing data were accessible. The site is deliberately minimal and directs custom inquiries to a conversation starter rather than self-serve discovery paths.