The agent assembled a comprehensive overview of Le Nouveau Belle's services, target audience, and differentiation by combining web search results with fetched pages, but faced significant friction: pricing information is not published on the website (only contact details provided), the specials page exists but contains no visible promotions, and individual service pages had rendering issues. The agent worked around these gaps by leveraging search results, API endpoints, and external directories (Yelp, Portrait Care) to construct the answer—demonstrating the site's limited self-service discoverability for key decision-making information.

• ›Pricing is intentionally hidden behind a phone call or email requirement—the website provides no public rate cards, package details, or even pricing ranges. The Cherry Financing page exists but does not display actual costs. Search results and fetched pages contained no pricing data.
• ›Web search results (steps 7, 14, 16) surfaced external sources (Yelp, Portrait Care, Facebook) that provided richer context (founder credentials, review counts, address) than the website itself, indicating the site underinvests in self-describing business information.
• ›The 'About' page and API endpoint (step 17) contained founder biography and qualifications, which proved essential to articulating differentiation—but this information was not prominently discoverable through navigation and required an API fetch to extract structured content.
• ›The site's structure includes service category pages (laser-services, injectables, other-services) but individual service detail pages returned only partial HTML (truncated in fetches), suggesting either JavaScript-heavy rendering or incomplete page builds that prevent machine-readable content extraction.
• ›The Specials page exists as a navigation item but serves no content—marked as empty in the API response (step 24)—creating a false signal of promotions availability.
• ›The agent had to rely on prior knowledge (~7%) and web search (~43%) to fill gaps, with only ~50% of information derived directly from the website's own pages, indicating the site is not self-contained for the discovery-evaluation task.