The agent assembled a usable explanation of AEO Engine by combining prior knowledge (67% of fetches) with web searches and direct site visits, but had to work around the site's opacity on pricing and technical details. The homepage, pricing, about, and blog pages returned valid HTML but appeared to be client-side-rendered React apps that didn't expose meaningful text content in the fetched responses. The agent ultimately succeeded by synthesizing marketing claims, inferring service details, and pulling concrete information from external sources rather than the site itself.

• ›Steps 1, 2, 3, 9, 12 (all direct aeoengine.ai fetches) returned 200 HTTP status but truncated HTML with minimal visible text — the site appears to be a Next.js/React app that requires client-side rendering. The agent could not extract pricing tiers, service details, or differentiators directly from these responses.
• ›The agent relied heavily on prior knowledge (67% sourced there) and web search results (17%) to fill gaps. Search snippets and third-party AEO pricing guides provided more concrete information about the '40+ agents' model, performance claims (920% growth, 3–8× ROI), and founder credibility than the official site did.
• ›The site's agent-readiness is poor: pricing pages exist but publish no actual prices, the /how-it-works route returns 404, and core value propositions ('40+ AI agents,' plan tiers, deliverable definitions) are mentioned in marketing but never clearly explained. The agent had to infer differentiation and service scope from fragmentary content.
• ›The agent correctly identified and flagged the missing information (no published pricing, unclear plan definitions, no case studies) in the final response, indicating it recognized the site's opacity rather than confusing absence with confirmation.
• ›The site does cite Vijay C. Jacob and references specific metrics (30% traffic growth guarantee, 90-day contracts), but these claims are not grounded in retrievable documentation, case studies, or structured data that would allow verification.