Agent successfully gathered comprehensive information on SpreadFront's core offering, pricing, and differentiation by retrieving the demo site (which was purely functional) and the main marketing site (which contained all substantive claims). The main site was well-structured and exposed pricing and positioning directly; the demo site required no navigation—it was a straightforward e-commerce instance.

• ›Step [1] (demo homepage) returned only a working store example with no marketing copy, positioning, or pricing—agent correctly identified this as insufficient and navigated to the main site without explicit link from the demo site itself.
• ›Step [5] (main spreadfront.com homepage) contained all required information in a single fetch: pricing tiers with details, target audience, key differentiators (0% commission, agentic commerce support), and competitive positioning against Shopify/WooCommerce.
• ›Agent did not cite demo.spreadfront.com as a source for substantive claims in the final answer—only as a functional example—indicating clean separation between demo (experience layer) and main site (identity/positioning layer).
• ›The agent had to bridge a discovery gap by typing spreadfront.com from memory after recognizing the demo site's inadequacy; no link from the demo site pointed to the main corporate site, creating a small friction point for machine navigation.
• ›No search results were used; the agent relied entirely on direct domain navigation, confirming that both sites were fetchable and contained the necessary information without external reference.