The agent assembled a comprehensive explanation of Veribrance/Aarogram's business model, target users, and pricing by discovering that api.aarogram.co itself is a minimal Strapi backend (not a marketing site), then pivoting to the rebranded corporate domain veribrance.com where marketing pages and pricing details were directly fetchable. The site's fragmented structure — API at one domain, marketing at another — required out-of-band discovery via web search, but once routed to veribrance.com, key information was cleanly published in machine-readable HTML.

• ›Step [5] (aarogram.co/) and steps [11], [13] (veribrance.com/pricing and /platform) were the only content-bearing fetches; they contained the business description, pricing model (free tier + pay-as-you-go), target customers, and feature claims. Steps [1] and [7] (api.aarogram.co endpoints) returned Strapi and Swagger UI shells with no marketing or pricing information.
• ›The agent had to use web search (step [9]) to discover that Aarogram rebranded to Veribrance and that the marketing site moved to veribrance.com — this routing information was not embedded in api.aarogram.co itself. The API domain is a dead end for business intelligence; it only serves backend infrastructure.
• ›Once routed to veribrance.com, the marketing content was well-structured and directly fetchable (clean HTML with meta descriptions, readable text hierarchy). However, the agent noted that specific per-transaction pricing was not published in detail — the pages describe the pricing model but require contact for exact numbers. The Swagger API documentation at /documentation on the API domain was fetched but truncated and not cited, indicating it contained technical specs but no business-level explanation.
• ›The agent had to synthesize answers from prior knowledge (14%), web search results (29%), and earlier artifact pages (57%), suggesting the site does not publish a single coherent 'explain this service' page — business model info is scattered across /platform, /pricing, and the homepage, requiring assembly.