Agent successfully extracted what Archytas does, who it serves, and how it's priced from the homepage and a guessed /about page, but the site's minimal structure (broken /pricing and /features pages) forced reliance on web search to contextualize competitors and confirm the free model. The final answer is substantively complete and grounded, though sustainability and team background remain speculative.

• ›Homepage (step [1]) was the only reliably fetchable site page; /pricing, /features, and /about returned 404s or minimal navigation-only content, severely limiting site-provided differentiation data.
• ›Agent correctly identified the core value prop (AI visibility tracking across LLMs) and free pricing directly from homepage fetches, but had to supplement with web search results to explain how Archytas compares to named competitors like Radarkit, SE Ranking, and Semrush.
• ›Business model opacity—'promotional messaging' for revenue—was acknowledged in the homepage response but flagged as unsustainable/unclear in the final answer; this is model inference, not site-stated clarity.
• ›Agent discovered that competitors mention pricing ($99-$999+/month) in search results, making Archytas's free tier a concrete differentiator, but the site itself never surfaces this comparison.
• ›Search results (steps [10], [11]) were critical for the competitor analysis section; without them, the agent could only report what the site did NOT say (i.e., no competitor mentions on-site).