The agent assembled a comprehensive explanation of Stadium's business model, target audience, pricing structure, and competitive positioning by combining direct fetches from the site's pricing and recognition platform pages with web search results that surfaced pricing details, competitor comparisons, and user reviews. The site itself was only partially navigable—standard navigation paths (/pricing, /products) returned 404s, forcing the agent to rely heavily on web search to find the correct pricing URL (/go/pricing) and to fill gaps around tier details, actual cost ranges, and limitations that the site does not clearly expose.

• ›Step [10] (pricing page at /go/pricing) was the only directly fetched resource that contained pricing tier names (Gifting Basic, Swag Pro, Engagement Suite, Enterprise), but it did not return readable HTML content due to truncation—the agent could not extract actual prices from the site itself.
• ›Steps [13] and [16] (recognition platform and employee rewards pages) returned truncated responses and did not contain the detailed feature/pricing comparisons the agent cited; the agent relied on web search snippets and prior knowledge to construct those sections.
• ›The agent's most detailed claims about pricing ($0 freemium, 15% fee structure, 'custom annual pricing' for tiers, fulfillment cost opacity, 'high shipping fees') came from web search results and help documentation (step [8], [18], [20]), not from the site's public pages.
• ›The site did not publish a transparent, machine-readable pricing model—no page listed actual costs, tier comparisons, or ROI benchmarks. The agent had to infer and assemble pricing information from scattered help articles and third-party reviews.
• ›Standard site navigation (assuming presence of /pricing or /products links) failed; the correct URL structure (/go/pricing instead of /pricing) suggests either non-obvious information architecture or outdated internal linking.
• ›The agent successfully identified what Stadium does (unified gifting + recognition platform) and who it's for (global mid-to-large companies) from the fetched pages, but had to rely on external search to explain how it differs from alternatives (Bonusly, Kudos, Motivosity) and what friction points exist.