Scope
We help software companies get discovered and used by AI agents
About Scope
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.
Public traction evidence
Each signal links to the public source used for attribution.
- LinkedIn
Anand-Arnaud Pajaniradjane post about Scope
Anand-Arnaud Pajaniradjane announced he is joining Y Combinator P26 as a solo founder with Scope.
- X
and then there’s my dad
and then there’s my dad
- X
just saw an ad that sells Botox to prevent migraines with a side effect being… headaches
just saw an ad that sells Botox to prevent migraines with a side effect being… headaches
- X
Mathilde Collin native X post mentioning Scope
@anandPa94 @ycombinator @tryscope_app 🙌 😎 let's goooo!
- X
Mathilde Collin native X post mentioning Scope
@ycombinator @tryscope_app @anandPa94 Let's go! 🙌
- YouTube
Original Audio BF Launch Final
Embedded in the official Scope YC company page.