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Agent guide: CLI and SDK instructions →

1. Have your context ready

Choose competitors, a research question, source scope, and the time window for comparison.

2. Ask your agent

Paste this into your agent, then provide your task and example inputs when it asks:
Complete any requested sign-in yourself. Give the agent the missing information before approving execution. Provider-backed work can incur usage.

3. Review the result

The brief links conclusions to retrievable observations. A frequently repeated claim or long-running creative does not establish campaign profitability. Ask your agent:
Approve a larger job, recurring work, or external changes only after reviewing that decision.

Turn the findings into a workflow

If the research answers your question, keep the cited report. If you need a repeatable workflow, carry the reviewed findings into execution:
If the next step is to define or evaluate an account score, use the scoring guide before implementation.

Check your understanding

Do three repeated observations of one creative establish three distinct ads or a budget share?
No. Deduplicate according to the stated evidence rule. Observation counts do not establish impressions, conversions, or spend.