The agent successfully gathered what Octa GST does, who it's for, and its pricing from the company's own site, then supplemented with third-party comparison data to contextualize alternatives. The site publishes core features and Standard pricing clearly but lacks detail on Premium pricing, trial availability, invoice limits, and competitive differentiation.

• ›Pricing page ([1]) exposed Standard tier at ₹25,000/year with specific limits, but Premium was custom-only with no starting price or structure — a common SaaS opacity that required flagging as a confusing gap.
• ›Homepage ([0]) and pricing page contained most product claims ('industry-leading', 'AI-driven') without substantiation or links to documentation, forcing the agent to rely on third-party listicles to contextualize alternatives.
• ›The site provided no API documentation, trial information, or FAQ answers for 6+ billing/renewal questions visible in the FAQ section, forcing reliance on external sources and model reasoning to complete the task.
• ›Web search ([2]) surfaced ClearTax and Zoho Books as most-cited alternatives from aggregator sites, but the agent correctly noted no head-to-head benchmark existed and recommended direct vendor testing — a pragmatic acknowledgment of listicle limitations.
• ›Navigation contradictions (GSTIN count "1" vs "< 5", no Resources link, dual Contact paths) and a third-party source calling Octa 'offline' software conflicting with the site's cloud positioning created ambiguity the agent appropriately flagged as needing clarification.