The agent assembled a comprehensive overview of Stratum Technologies by combining the homepage, two service-detail pages, and web search results. The site is minimally navigable—only the homepage, two /services/* subpages, and contact page returned 200s; common navigation paths like /pricing, /about, /blog, and /work returned 404s—forcing reliance on guessed URLs and web search to fill gaps.

• ›The site's core positioning ('people-first philosophy,' 'tech serves humans') and service portfolio came directly from the homepage [0] and service pages [9, 10], which provided sufficient substance for the main answer.
• ›Pricing information did not exist on the site itself; the agent extracted '<$30/hour' and engagement-model details from web search results [7, 11], revealing a critical content gap on stratum.my.
• ›The site structure is broken or minimal: /pricing, /about, /blog, /services (index), and /work all returned 404s, forcing the agent to discover service pages only via web search URLs [7, 11] rather than internal navigation.
• ›AI services and accessibility services were mentioned on the homepage [0] but not elaborated; the agent had to note this as a gap in specificity rather than retrieving detailed content, suggesting the site publishes category names without supporting detail pages.
• ›The agent cited four URLs in its sources, but only three returned 200s on-domain ([0], [9], [10]); web search results [7, 11] were listed but their snippets were not retrieved as separate fetches, indicating search snippets provided routing rather than direct content for the pricing and service details.