The agent assembled a workable overview of Miller's Lab by combining web search results with prior knowledge, since the website itself did not fully render. It successfully identified Miller's as a professional photo lab, its target audience (B2B photographers only), and key differentiators (speed, quality, free shipping), but could not retrieve actual pricing or clarify the approval process—both are gated behind login on a site that presents itself as JavaScript-heavy and not machine-readable.

• ›Steps [3], [6], [7], [8] were search results that surfaced competitor comparisons, blog posts about pricing updates, and third-party reviews (from Jade Rose Photography, Imagely, MyClickMagazine). These external sources, not the website itself, provided most of the comparative and pricing context.
• ›Steps [4] and [5] (direct website fetches) returned only HTML boilerplate and Google Tag Manager code—no actual page content. The agent could not parse the rendered website to extract products, pricing tiers, or approval criteria, indicating the site is client-rendered (JavaScript-dependent) and not agent-friendly.
• ›Pricing is explicitly hidden behind authentication on millerslab.com/products/pricing—the agent correctly flagged this as a major gap. The approval process for B2B access is mentioned but not documented publicly, forcing the agent to rely on inferred knowledge and third-party reviews rather than official documentation.
• ›The agent's final answer is strongest on 'what they do' and 'who it's for' (inferred from search snippets and external blogs), weaker on 'how it's priced' (admission of being unable to access), and relies heavily on competitive positioning from external sources rather than Miller's own messaging.