The agent successfully assembled a comprehensive overview of Deogiri College by combining sparse direct website content with third-party aggregator data and prior knowledge. The site itself provides program and fee information only in fragmented form (scattered PDFs, individual department pages, disconnected fee structure documents), forcing the agent to rely heavily on web search and external sources (CollegeDunia, Shiksha, Careers360) to construct a coherent answer about what the college does, who it serves, pricing, and differentiation.

• ›The homepage (step 1) and core pages (steps 3, 5, 8, 9, 11, 12) were fetched but contained minimal substantive information—largely templated WordPress structure with navigation anchors. Real details required drilling into PDFs, department subpages, or external aggregators.
• ›Fee structure information was not centralized on the website. Step 9 fetched a /fees page but it appears to have been a routing page; actual fees had to be sourced from third-party sites (steps 23, 24) and inferred from prospectus PDFs (step 18).
• ›Program offerings were discoverable only via individual department pages (e.g., Microbiology in step 15 search results) or by searching third-party education portals. The site has no unified course catalog or program directory; a /programs fetch (step 4) returned 404.
• ›The agent correctly cited third-party sources (Shiksha, CollegeDunia, Careers360, Wikipedia) in its final response, indicating it recognized the website's own limitations and supplemented from external aggregators.
• ›Placement data, accreditation details (NAAC Grade A++), and comparative positioning were either absent from direct website fetches or present only in self-study reports (PDFs), requiring external sources to surface these key differentiators.