Scope
We help software companies get discovered and used by AI agents
Operating in b2b based in San Francisco, CA, USA, Scope was founded in 2023.
Profile
Scope is the system companies use to measure and improve how agents discover, interact and use their product.
As more products gets used through AI agents like Claude Code, Codex, Cursor, and similar agents, agents are starting to influence which tools get chosen, how they get set up, and whether they keep getting used. Most companies still cannot see that process clearly.
We run real workflows across agents and show teams when the agent picks them versus a competitor, where it breaks, where docs or product surfaces confuse the agent, and what to change to get better results and a better agent experience.
I started Scope after working on interpretability research for closed-source models at Princeton and later as an ML engineer in GEO/AEO. I kept seeing the same pattern: these systems were shaping real product discovery and usage, but companies had very little visibility into what the model was actually doing.
We are starting with products that agents can directly interact with, especially APIs, infra products, CLIs, and MCP servers.
Within the b2b space, the company focuses on its core offering rather than a broad product line.
The company is recorded as being based in San Francisco, CA, USA.
Directory data places it at the Spring 2026 stage.
The company reports a headcount in the 2 range.
Directory analysis
Scope is a San Francisco‑based B2B startup that provides a system for software companies to measure and improve how AI agents discover, interact with, and use their products. The platform tracks real workflows across agents such as Claude Code, Codex, and Cursor, highlighting when agents choose a product versus a competitor, where they fail, and how documentation or product surfaces affect agent performance. Founded in 2023, Scope aims to give teams visibility into the agent‑driven adoption process and actionable insights for better agent experiences.
Positioning: Scope occupies a niche intersection of AI agent analytics and product adoption, targeting companies that rely on AI agents for user engagement. While its focus on agent behavior is specialized, the growing prevalence of AI agents in software workflows positions it to serve a developing market segment.
Note: Scope offers AI agent usage analytics for software products.
Auto-generated directory analysis from public data · updated 7 Oct 2026. Informational only, not investment advice.
| Sector | B2B |
|---|---|
| Headquarters | San Francisco, CA, USA |
| Country | USA |
| Founded | 2023 |
| Employees | 2 |
| Stage | Spring 2026 |
Website: tryscope.app
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