The agent successfully compiled a comprehensive overview of Amplitude's positioning, pricing, and competitive landscape by combining the marketing site (amplitude.com) with third-party analyst comparisons. The app.amplitude.com domain itself is gated and provided no useful content, forcing reliance on the public-facing marketing site and external sources.

• ›Step [3] (amplitude.com homepage) supplied the core platform description, AI features (Global Agent), and target customer segments in structured form—agent-ready content from the public domain.
• ›Step [7] (amplitude.com/pricing) provided exact pricing tiers and feature breakdowns for Free, Plus, Growth, and Enterprise plans—published as fetched, highly machine-readable.
• ›Steps [4] and [5] were web searches that filled critical gaps: detailed 2026 pricing medians from third-party contract data (Vendr) and competitive positioning (Mixpanel, Heap, Segment comparisons) not present on Amplitude's own site.
• ›The agent correctly identified that app.amplitude.com is a login-required dashboard with no public product interface; no alternative navigation path or public API docs URL was discovered, forcing exclusive reliance on amplitude.com marketing materials.
• ›Pricing for Growth and Enterprise tiers is intentionally opaque on the published site ('custom-priced')—the agent accurately called this out as a gap and cited external analyst estimates (median $63K/year) to fill it.