The agent worked around Vercel security blocks to assemble a reasonably complete overview of SeatPlanning's purpose, target audience, and positioning by relying entirely on web search results and prior knowledge rather than direct site access. It successfully explained what the product does, who it serves, and how it compares to alternatives, but could not confirm exact pricing amounts or several technical details because the live site remained inaccessible throughout the run.

• ›All content-bearing information came from search result snippets and titles (steps 3, 9, 10, 11, 13, 15, 16) rather than direct page fetches—every attempt to access seatplanning.com returned HTTP 429 Vercel security blocks. The agent had to infer the product's core value proposition and feature set from cached or indexed metadata alone.
• ›Search results surfaced the product's positioning effectively: homepage titles like 'Seating Chart Maker | Drag and Drop Planner' and 'Drag & Drop Seating Planner' appeared consistently, and competitor comparison content (step 11) was findable, giving the agent material to build a differentiation narrative.
• ›Pricing information was the primary gap: the pricing page URL was discovered but not fetched (step 6 returned 429), and no search result snippet contained actual dollar amounts. The agent had to mark this as 'Unclear' rather than provide concrete tiers—a critical absence for the stated task of explaining 'how it's priced.'
• ›The site publishes structured marketing content (blog posts, comparison articles, about pages) that would normally answer discovery questions, but none of it was directly accessible; the agent reconstructed the narrative from search engine indexing and result titles, not from reading the pages themselves.
• ›Free tier limits (1 project, 5 tables, 50 seats) appeared consistent across search results, but the agent noted conflicting information on seat limits, indicating search snippets were either incomplete or came from different versions of the pricing page.