The agent assembled a partial but honest picture of Mamba Labs by fetching the main domain and both product sites. The sites are extremely thin on pricing, feature detail, and competitive positioning — the agent transparently called out what was absent (pricing for Darwin entirely unknown; OnWay price-on-request only) and what it could not verify (competitor comparison pages were linked but not fetched). The navigation was straightforward but the content itself lacks depth.

• ›Pricing is almost entirely absent: Darwin has no price model documented at all (FAQ does not answer 'is it free?'), and OnWay requires WhatsApp contact for a quote. Neither product publishes plans, free trials, or even currency.
• ›Both product sites link to competitor comparison pages (/darwin.training footer, OnWay's footer) but the agent correctly did not fetch them; without those pages, the differentiation claims are unverified and one-sided.
• ›Darwin is still in preview ('Preview em preparação') with early-access-only signup — the product is not yet in general availability, a critical fact the agent surfaced correctly.
• ›The main mambalabs.cc domain is purely a holding page with links to the two products; it contains no independent information about company history, team, funding, or mission beyond a one-sentence tagline ('Tecnologia para a vida real').
• ›The agent correctly identified and excluded unread content (integrations page, competitor comparisons, cookie/privacy policies) rather than filling gaps with assumptions, maintaining transparency about what it could and could not verify.