Agent successfully understood Otimiz's core offering, target market, and differentiation strategy from site content, but encountered friction discovering pricing—no published rates exist, requiring workaround through free audit offer. Site's missing /pricing and /contact pages forced the agent to infer and supplement with search results.

• ›Pricing information was genuinely absent from the site: /pricing returned 404, and the agent found no rate cards or tiers anywhere on public pages. The final answer correctly identifies this as a custom quoting model, but this understanding came from service pattern inference and search snippets, not from site-published content.
• ›The homepage and services pages were content-rich and detailed, providing comprehensive service descriptions, value proposition, and target customer profiles without navigation friction—core identity information was readily fetchable.
• ›Contact surface area was minimal: /contact returned 404, forcing reliance on email (bastien@otimizagency.com) and implicit contact forms. The agent had to infer these contact methods from scattered references rather than fetch them from a dedicated page.
• ›The site's own navigation (internal links on homepage) successfully surfaced /services, /about, and /industries pages—all were content-bearing and cited in the final response. The agent's use of web search and URL typing from memory (29% of discovery) was driven by explicit 404s on standard endpoints, not site architecture failures.
• ›Industry and case study information was sparse and required assembly: the /industries page mentioned serving four sectors and referenced 'four live systems for a media-buying agency' but provided no detailed outcomes or pricing examples. The agent flagged this limitation transparently rather than fabricating case study details.