The agent successfully assembled a comprehensive overview of RD Marketing's business model, target market, pricing, and competitive positioning. The site was partially navigable—the homepage and knowledge-hub articles loaded cleanly, but dedicated pricing and about pages timed out, forcing the agent to rely on search results and inferred pricing ranges from content pages.

• ›Homepage (step [1]) delivered core business description (B2B data lists, 1.5M businesses, 2,200+ sectors) without requiring navigation—this is agent-ready positioning.
• ›Two direct URLs (/pricing and /about) timed out (step [2], [3]), blocking structured information; the agent recovered via web search, which returned pricing ranges (£170–£295 per 1,000) not explicitly stated on the homepage.
• ›Knowledge-hub article (step [6], fetched from search results) supplied competitive differentiation claims (partnerships with aggregators, bespoke solutions, regulatory compliance) that the homepage did not articulate—requiring multi-step navigation to piece together the full story.
• ›Pricing information came entirely from search results and inferred content (step [5]), not from a dedicated pricing page—the agent cited search findings as factual but these were not fetched directly from rdmarketing.co.uk, creating a dependency on model interpretation of snippets.
• ›Agent correctly identified missing details (no pricing calculator, no subscription rates, no competitor comparison, limited case studies) as genuine content gaps on the site, not failures to find them—this reflects honest scope discovery.