Lab

Compset

A competitive-analysis tool where a model does the research and a guardrail keeps it inside limits. The log shows who decided each step: the model, the guardrail, or you.

In the recording

  1. You set the brief and the depth, then review the competitors it found before any research starts.
  2. The model researches each one. Every pass gets two web searches, and a third is blocked.
  3. When the model asks for more than the depth allows, the guardrail overrules it and the run carries on.
  4. The report ends with a record of what you changed and how often the guardrail stepped in.

Built as a Claude artifact. It needs Claude and a search connector to run, so this page shows a recording of it.