Agent successfully assembled a comprehensive explanation of Kubecost's purpose, pricing, positioning, and limitations. The primary domain (kubecost.com) redirects to Apptio, forcing the agent to rely on third-party comparison and review sites for differentiation and limitations; pricing and core functionality came from the Apptio-hosted overview.

• ›Kubecost's own domain (kubecost.com) immediately redirects to Apptio.com without explanation, making it impossible to discover vendor-authored positioning or details directly. The agent had to rely on Apptio's redirect landing page for core facts.
• ›Enterprise pricing is deliberately opaque on all official channels — only market transaction data from third-party sources (Vendr) provided concrete figures ($40k–$144k annually). The site offers no self-serve pricing calculator or examples.
• ›Kubecost's key weaknesses (Kubernetes-only scope, daily-only granularity, free-tier use of estimated pricing, manual optimization) are not acknowledged on vendor pages; the agent had to extract them from third-party comparison content.
• ›The relationship between Kubecost (now part of IBM/Apptio) and the OpenCost open-source project is not explained on any fetched page, leaving ambiguity about licensing and governance.
• ›AWS Marketplace deployment option is mentioned on Apptio's page but without pricing model details, forcing the agent to note the gap rather than explain it.