The agent successfully assembled a comprehensive explanation of Temporal's business, positioning, and pricing by relying almost entirely on web search and documentation fetches rather than the marketing site itself. The temporal.com homepage and product pages returned only client-side-rendered shells with no meaningful content, forcing the agent to source nearly all substantive answers from external articles, blog posts, and docs.temporal.io — indicating the marketing site is not agent-readable and does not self-contain the information needed to evaluate the product.

• ›Steps [1], [3], [4], [6] fetched temporal.com and temporal.io marketing pages but returned only HTML boilerplate with no rendered content — the site is heavily client-side rendered and not machine-readable. The agent correctly identified this and pivoted to search and documentation.
• ›Steps [9]–[15] (web searches) and step [16] (docs.temporal.io/cloud/pricing) were the only content-bearing sources. Search results themselves contained snippets (e.g., 'Temporal reveals a serverless option') and links to third-party explainers and documentation that the agent then cited as sources.
• ›The agent reconstructed pricing from docs.temporal.io/cloud/pricing (step [16]), blog posts surfaced by search (step [10]), and third-party comparison sites. Temporal's own marketing site never exposed pricing in a fetchable form — the agent had to combine fragments from external sources.
• ›Positioning versus alternatives (Airflow, Step Functions) came from third-party comparison articles (step [12]) and external guides, not from Temporal's own site. The marketing site does not appear to host direct competitor comparisons.
• ›The agent had to use prior knowledge and infer context (e.g., interpreting 'durable execution platform' concept) because the site did not provide executable definitions. The docs were clearer but still required interpretation.
• ›All eight cited sources in the final response are external: three are blog.temporal.io or docs.temporal.io (owned but not the marketing site), and five are third-party articles or GitHub. Zero citations point to temporal.com or temporal.io marketing pages, confirming the site did not surface the needed information.