Agent successfully gathered core information about Ardenus's positioning, target market, and differentiation from the homepage alone. The site was navigable but sparse on implementation details and pricing — agent had to work around the lack of published pricing and limited product specifics by synthesizing case studies and founder background into a coherent differentiation story.

• ›All five fetches hit the same homepage (ardenus.com/) typed from memory — the site did not surface any internal navigation links. The agent never left the homepage, yet still extracted substantive answers by re-querying the same content with different prompts.
• ›Pricing was explicitly not on the public site; the page directed inquiries to sales contact. Agent correctly surfaced this as a gap rather than guessing or inferring tiers.
• ›Product details were sparse: 'Falcon' is named only in case study context ('deployed Falcon in the preseason') without a dedicated product page or feature breakdown. Agent had to work from context clues rather than direct documentation.
• ›Differentiation claims (founder expertise since 1988, machine learning ROC-AUC score, case study metrics) came directly from homepage content, but the site made no explicit competitive positioning statements — agent synthesized this from proof points.
• ›Mobile app status was listed as 'coming soon' with no follow-up link or timeline; agent flagged this ambiguity as a point of confusion, indicating the site left this commitment unresolved.