Agent successfully assembled a comprehensive explanation of JobNimbus by querying web search and fetching third-party review sites, since the vendor's own homepage returned 403 Forbidden. All core facts came from external reviews and comparison platforms rather than the vendor's site itself.

• ›The vendor's homepage (jobnimbus.com) was inaccessible (403 Forbidden), forcing the agent to rely entirely on third-party sources — a critical discovery-layer failure that made the site unhelpful for direct evaluation.
• ›75% of URLs came from web search results; the agent had no ability to navigate the actual site or surface its own positioning, pricing pages, or documentation.
• ›Pricing information varied across sources ($174–$300/month), and the agent correctly flagged this discrepancy and advised contacting sales — a sign of incomplete or dynamic pricing disclosure on the vendor's part.
• ›All substantive facts (features, target market, weaknesses, integrations) came from Workyard, Field Service Guide, and Capterra reviews — external aggregators that reconstructed JobNimbus's value proposition from their own analysis, not from JobNimbus's published materials.
• ›Agent had to infer and synthesize the full picture ("from roofing chaos to 5-star reviews" quote, acquisition history, sales-first positioning) across multiple third-party sources rather than reading a coherent, official narrative.