The agent successfully assembled a comprehensive understanding of PlanPerfect Retirement by combining web searches with targeted page fetches, identifying them as a founder-led, independent TPA specializing in creative retirement plan combinations for small businesses. However, the site proved partially opaque on pricing and some positioning details — the agent had to rely heavily on web search (69%) and prior knowledge (25%) to fill gaps, as the site's HTML responses were consistently truncated and pricing information is deliberately withheld.

• ›Content-bearing pages (services, about-us, plan design, compliance, unbundled-vs-bundled) were accessible via direct fetch but returned truncated HTML, forcing the agent to infer content from URL titles and search snippets rather than full page text.
• ›Pricing is intentionally absent from the site — no /pricing page exists (404), and searches for cost/fee terms returned no pricing results. The agent correctly identified this as a deliberate strategy requiring direct contact.
• ›The site's main differentiators (founder-led, commission-free, independent multi-provider network, creative plan combinations) were discoverable through content-bearing pages and search snippets, but required assembly across multiple sources rather than being presented on a single positioning page.
• ›Web search proved more valuable than on-site navigation — 69% of fetches came from search results, suggesting the site lacks clear internal linking or navigation hierarchy to support agent discovery of key pages like /about-us, /services, and competitive positioning content.
• ›The site does not publish structured data (schema.org, API, docs) — the agent had to parse HTML fragments and infer business logic. No machine-readable pricing, service tiers, or FAQ answers were available despite FAQ page existing.
• ›Citation of 10 specific pages in the final response indicates the agent successfully extracted and validated information from content-bearing steps, though truncated HTML meant some pages (about-us, FAQ) were cited for topical relevance rather than full content comprehension.