Agent successfully assembled a complete explanation of PrepPilot's offering, audience, and positioning by combining homepage content with a dedicated comparison page, but had to rely on web search to confirm pricing because the /pricing route returned 404.

• ›Homepage (steps [1], [3]) directly stated PrepPilot's core value prop (job posting-grounded tools, 20+ utilities, no account required), making identity clear from first fetch.
• ›Pricing was not accessible via standard URL (/pricing returned 404), forcing reliance on web search results to confirm the free model—a significant navigability gap for an intent that fundamentally requires pricing clarity.
• ›/compare page (step [8]) was properly published and contained explicit side-by-side comparisons vs. Final Round AI, Jobscan, Interviewing.io, and Teal, directly answering the 'how different' question.
• ›Agent inferred 'freemium' from homepage language but corrected itself in final response after search results clarified the model is fully free with no premium tier—homepage wording was misleading.
• ›Site structure was sparse (/features, /about returned 404), forcing the agent to assemble positioning from fragmented homepage content rather than dedicated detail pages; company background and terms of service not surfaced.