The agent assembled a reasonably complete explanation of Webflow by combining the homepage fetch, features page, and web search results — since direct pricing and feature pages were unreachable. The site's homepage and features page provided foundational positioning, but the agent had to rely on external sources (Wikipedia, third-party blogs, help center links) and prior knowledge to fill in pricing details, differentiation, and clarification of confusing terms. The site itself was only partially navigable for this discovery task.

• ›The homepage [1] and features page [6] were fetched successfully and provided high-level positioning ('agentic web platform,' design+CMS+hosting integration), but neither contained pricing, target audience depth, or competitive positioning — forcing reliance on web search.
• ›Direct pricing URLs (webflow.com/pricing, webflow.com/plans, webflow.com/designer, webflow.com/cms) all returned fetch errors [2, 4, 10, 11], making the pricing tier structure and workspace plan relationship impossible to verify directly from webflow.com. The agent reconstructed pricing from external sources [8, 16] citing Webflow's own help center, not their live pricing page.
• ›The agent cited 6 external sources in the final response; only 1 URL (the help center article on simplified plans) appears to be Webflow-owned, and that was discovered via web search [8], not from navigating webflow.com itself. The bulk of detailed information came from competitor comparison blogs [17] and third-party guides [14, 16], indicating the site does not self-serve this discovery task well.
• ›Key concepts like 'agentic,' 'AEO,' and the Site Plan vs. Workspace Plan distinction were flagged as confusing in the final response, suggesting the site's information architecture and terminology are not clearly explained on pages the agent could reach.
• ›The agent successfully handled graceful degradation — when direct fetches failed, it pivoted to web search and synthesized information from multiple external sources, yielding a plausible and cited answer despite low direct site navigability.