The agent retrieved core product positioning, use cases, and target audience from the homepage and docs landing page, but could not locate pricing, accuracy evidence, or clarity on technical claims like physics prediction. The site publishes an HTTP 404 at /pricing and omits cost, quota, and rate-limit details from both the homepage and docs entry point, forcing the agent to report gaps rather than deliver a complete answer.

• ›Step [0] (homepage) supplied the bulk of the final answer: product names, offerings, tagline, target audience, and the core accuracy-based differentiation claim. This is the primary content-bearing source.
• ›Step [1] confirmed that /pricing returns 404—a deliberate omission rather than a navigation failure. The site explicitly does not publish pricing, making that section of the answer inherently incomplete.
• ›Step [2] (docs landing page) added use-case context (Fashion, Furniture, Cultural Heritage, Gaming) but did NOT clarify pricing, physics prediction, dataset scope, or API limits. The docs page itself offers no actionable pricing or quota information.
• ›The agent correctly identified that 'Marso,' 'Marso Studio,' and 'Marso Measure' naming overlap stems from the site's own structure, not model confusion—all three names appear on the homepage with overlapping scope.
• ›The agent did not drill into product-specific pages (/marso-measure, /image-to-material) or API docs, citing the task scope. Those pages may contain missing details, but the site failed to surface them from the homepage or docs index, indicating poor information architecture for discovery.