Scope

Scope is an analytics platform built for a problem that standard web analytics miss, which is that AI agents increasingly browse docs, APIs, and MCP servers on behalf of human buyers without ever triggering the page views, sessions, or funnels that tools like GA record. This launch introduces Journeys, a feature aimed at software companies whose products are being evaluated or installed by coding and research agents like Claude Code, Codex, and Cursor, giving teams a session-by-session view of when an agent arrives, what task it is trying to complete, where it drops off, and which paths convert into sign-ups or revenue. The timing follows a shift Scope has been documenting across its platform, where agents now decide which product to try, how to configure it, and whether to keep using it, often without a human ever touching the site. Journeys stitches those agent sessions across docs, API traffic, and MCP endpoints into a single ranked view of broken steps, so a bad code sample or a sign-in flow that expects a human shows up as a measurable loss instead of a silent churn. The pitch to founders and growth teams is attribution they previously had no way to collect. Scope is a Y Combinator company founded in 2025 by Anand-Arnaud Pajaniradjane (@anandPa94), who previously did interpretability research at Princeton and worked as an ML engineer before starting the company, which is based in San Francisco with a small team focused on what it calls the agent experience platform.