Agent assembled a coherent product overview by combining homepage content with external comparison articles and help docs, but the site itself obscures pricing (404 page, no fixed rates published) and forces contact-sales flow, requiring the agent to supplement with third-party analysis and inference.

• ›Homepage [0] and re-fetch [2] provided core service description and positioning vs. competitors, but no pricing details — the dedicated pricing page returned 404 [1], forcing reliance on help center [5] and external reviews [4, 6].
• ›Pricing information came almost entirely from search results and third-party sources [4, 6]; the site's own help center [5] confirmed no fixed rates are published and directs users to contact sales, making it impossible to self-serve pricing discovery.
• ›Competitor comparison in the final response [How It's Different] was sourced from external articles [6], not from Karbon's own site — the agent had to leave the domain to answer the comparative positioning question.
• ›Agent correctly flagged missing information (currency limits, corporate card details, no free tier, scalability concerns) [5] as genuine gaps rather than oversights, grounded in what was or wasn't fetched.
• ›The site surfaces its positioning and target audience clearly [0, 2], but obscures commercial terms; agent successfully inferred this was intentional (contact-sales model) rather than incomplete documentation.