The agent assembled a useful overview of Liini Agency's services, methodology, and target market from search results and third-party sources, but was unable to access the primary domain directly due to 301/404 errors. Pricing and detailed competitive positioning remain unavailable; the agent correctly flagged these gaps rather than speculating.

• ›The primary domain (liini.agency) redirects to liiniagency.fi, but the redirected domain returned 404 errors on all access attempts [steps 1, 2, 7], preventing direct inspection of the live website. The agent had to rely entirely on search results.
• ›Search results [steps 3, 6, 8] contained actionable information about services, methodology, and company background, but these came from search snippets and indexed pages, not from browsing the site itself—indicating the site's own content was not directly reachable during this run.
• ›Pricing information was completely absent from search results [step 5]; the agent did not speculate and correctly noted this as 'no publicly available information,' attributing to typical agency custom-project models based on general knowledge rather than any retrieved source.
• ›The Liini Loop methodology [step 8] was the richest content retrieved, explaining the integration of UX research, design, development, and marketing—but even this came via search indexing, not a direct fetch of the methodology page.
• ›The agent cited five sources in its final response, but all five are URLs from the original domain (liini.agency/en/*), which were not successfully fetched during the run; they appear in the response as recovered from search results or assumed accessible despite technical failures.