{
    "action": "tool_call",
    "reasoning": "No evidence is shown in this turn, so I can't cite the earlier figures. I'll re-pull the per-website aggregates from the gold table, since the question is about natural groupings by WEBSITE. I don't know its columns yet, so I'll select everything.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT * FROM Website_Analytics_by_WEBSITE",
        "purpose": "Per-website aggregates to identify natural segments by scale, engagement behavior and lifecycle",
        "source": "gold"
    }
}