The agent successfully assembled a coherent explanation of RPI Print's business model, audience, and positioning by combining homepage content with product-services pages and web search results. The site was moderately navigable but lacked transparent pricing and structured alternative comparisons, requiring the agent to infer what information was unavailable and acknowledge those gaps explicitly.

• ›The homepage [1] provided high-level positioning (print-on-demand, automation, sustainability focus) but minimal operational details; the agent had to follow search results to find the full product/services taxonomy.
• ›Several intuitive URL paths (/pricing, /products, /services, /api) returned 404 errors [2–5], forcing the agent to rely on web search and inferred links from search results rather than site-native navigation.
• ›The products-services page [7] surfaced the three core offering categories (Print Platform, Print APIs, Publisher Services) and the three claimed differentiators (global scalability, API flexibility, publishing expertise), which became the backbone of the final answer.
• ›Pricing information was completely absent from the site; the agent had to retrieve it from web search results [6] which revealed RPI uses enterprise/custom quoting rather than published per-unit rates.
• ›The agent correctly identified and surfaced major information gaps (specific unit pricing, competitor comparisons, API technical docs, MOQs) rather than hallucinating them, and explicitly cited which sections required contacting the vendor directly.