Agent successfully gathered what AZAI Solutions does, who it serves, and how it's priced from the homepage, pricing page, results page, and llms.txt. The site is moderately navigable but lacks proof (quantified case studies, named customers), integration scope details, and comparative positioning against alternatives.

• ›Homepage, pricing page, and llms.txt all exist and are fetchable; they cover the core pitch, pricing model, and fit/no-fit boundaries clearly. Agent did not need to search or guess the main value proposition.
• ›Proof is thin by design: the /results page shows only one anonymous internal case study with no metrics, no customer names, and no independently verified outcomes. Site explicitly discloses this is 'first-party implementation experience,' which limits credibility.
• ›Pricing model is unusual and only partially transparent: Claude usage costs are billed to the customer's own account (on top of the $99/seat subscription), but the site does not explain how to estimate those costs or provide examples. This creates pricing opacity for buyers.
• ›Integration scope is narrow and expanding: Jira is supported; other ticket systems are 'on the way' with no timeline or list. Microsoft Entra is the only auth method mentioned. Site does not detail what 'custom integrations' entails.
• ›Site publishes llms.txt with the same core facts as the homepage, showing intentional agent-readiness in that artifact. However, /security and full /product page were not fetched, so security, data handling, and deeper product scope remain unexplored.