The agent successfully understood and explained Rodz.io's core value proposition, pricing, and competitive positioning by assembling information from the homepage, FAQ, and a third-party comparison blog post. The site's public-facing pages were accessible and contained essential facts, but internal navigation (pricing, about, comparison pages) was broken, forcing reliance on external sources and search results for competitive context.

• ›The homepage [0] and FAQ [10] directly provided what Rodz does (intent signal detection), who it serves (B2B sales teams), and exact pricing (€50–€500/month in three tiers with credit rollover). These were the primary site-sourced facts.
• ›Multiple internal navigation links advertised 'Comparisons (vs Kaspr, vs Lusha)' and pages like 'About' and 'Pricing' [2], but attempts to fetch them returned 404s [1, 3, 4, 5], forcing the agent to search externally and cite Rodz's own blog post [9] to fill the competitive differentiation gap.
• ›The agent located pricing via web search [6] pointing to G2 and the FAQ, then successfully fetched the FAQ [10] to confirm exact plan details—demonstrating that pricing information existed on the site but was not discoverable via direct URL navigation.
• ›The competitive comparison [9]—a Rodz blog post on their own domain—was the only source for claims about MCP support, balance scoring, webhook architecture, and API endpoint counts (12 vs. competitors' 2–8). Without this external blog fetch, those differentiators would have been missing entirely.
• ›The agent correctly identified gaps (comparison pages, case studies, About page) as 404s rather than inferring them from memory, maintaining transparency about what the site did and did not surface.