The agent fetched the homepage and pricing page directly, got a clear picture of the product, tiers, and customers, then supplemented with a search for competitors that returned third-party roundups. The core site was highly navigable and agent-ready, with pricing published in a fetchable table, though competitive positioning had to come from external vendor-biased blogs.

• ›Homepage and /pricing returned clean, structured content (tables for tiers, explicit inclusions and limits), making the core product answer directly extractable.
• ›The site itself offers no competitor comparison, so the 'how it's different' portion depended on third-party search results that were largely vendor-authored and conflicting.
• ›Pricing discrepancies across sources ($199 vs $299) were surfaced rather than resolved; the official pricing page was the authoritative anchor.
• ›Several elements (integrations, AI vendor, security details, API docs) were absent from fetched content and were correctly reported as missing rather than guessed.
• ›The agent flagged a dated claim ('2016–2025' timeline) and unverified performance metrics, showing appropriate skepticism toward self-reported data.