The agent assembled a partial but usable overview by fetching the homepage, free-tier, and pricing pages, and supplemented with web search to explore competitive positioning. However, the pricing page itself contained mostly blank figures, forcing the agent to acknowledge missing pay-as-you-go rates, subscription prices, and minimum billing amounts—critical details that remain unavailable from the site.

• ›The homepage (step [0]) was the only source of substantive differentiation: agent governance, audit trails, versioned post-launch changes, and plugins for Claude/Codex. This positioning is unique to Catalyst and was site-supplied.
• ›The pricing page (step [1]) was fundamentally incomplete: subscription monthly prices, per-unit rates, minimum billing threshold, free-tier dollar value, and calculator outputs were all blank or missing. The agent had to note these absences explicitly rather than derive answers from actual figures.
• ›The free-tier page (step [2]) was the only pricing-related page that contained concrete numbers (e.g., 25,000 Functions GB-seconds, 100,000 API Gateway requests), making it the site's most complete pricing reference and forcing the final answer to rely heavily on it.
• ›Web search (step [3]) found no independent Catalyst comparisons, only Firebase vs. Amplify analyses. The agent correctly acknowledged this gap and avoided unsupported claims about Catalyst's competitive standing.
• ›No documentation link or setup guide was discoverable from the homepage, leaving the agent unable to assess developer experience or whether the agent-centric features are truly functional—a material blind spot for a platform marketed to AI coding agents.