The agent assembled a coherent but incomplete overview of Klass by working around 403 Forbidden errors on the official website. All substantive facts came from third-party sources (Trustpilot reviews, search results, company filings, and Debenhams listings) rather than Klass's own channels, leaving pricing details vague and brand differentiators unverified.

• ›The target website (klass.co.uk) was completely inaccessible via direct fetch; all 403 errors forced the agent to rely entirely on external sources and search snippets rather than official brand messaging.
• ›Trustpilot reviews (step [5]) provided the most content-bearing detail: 4.7/5 stars, free 48-hour delivery over £50, sizing inconsistencies, and return postage fees—customer sentiment data the agent used directly to characterize pricing and service.
• ›Search results (steps [2], [4], [6]) surfaced descriptive facts (35+ years heritage, 150+ stores, design-in-house positioning) as snippets; none of these were verified by fetching official pages.
• ›The agent explicitly flagged gaps—no specific price ranges, no mention of loyalty programs or subscriptions, and limited competitive positioning—correctly identifying what it could not access rather than hallucinating.
• ›Klass's appearance on Debenhams (step [6] result) provided indirect product positioning (Mother of the Bride, cruise wear, occasion wear) but no direct brand differentiation strategy from Klass's own voice.