Real screen recording of verified results. AI-generated English narration. Underlying Ads/GA4 snapshot: 5 September 2026 08:06 UTC. Period: 6 August - 4 September.
An AI agent, a real business task, and a result you can inspect. This is AI Growth Operator.
I asked the agent to inspect our advertising and explain what the results actually mean. It queried our connected Google Ads and Analytics. The screen shows that verified run, recorded on September fifth.
The campaign reported two conversions. Both were trial agreement acceptances, not paid sales. The agent identified missing attribution and created a source-linked audit, five proposed actions, and five pieces of draft ad copy. No advertising changes were applied.
We reviewed the findings and saved two context records in PostgreSQL. A separate agent invocation retrieved those records and recovered the same facts and unresolved questions. Here, the terminal reads that saved context again. The continuation is the separate agent's recorded answer.
Your first mission follows this pattern: evidence, a concrete work package, recovered context, and a missing-data test. Use our training snapshot or your own authorized account. Continuous optimization is a later stage.
Bring one workflow. Build one working agent. Start the lab and submit your proof for mentor review.
AI Growth Operator là bài thực hành xây dựng quy trình AI cho công việc kinh doanh: đọc bằng chứng từ Google Ads và GA4, tạo báo cáo có nguồn, đề xuất bước cải thiện và kiểm tra khả năng khôi phục ngữ cảnh ở lần chạy tiếp theo. Video trình bày kết quả đã được xác minh; không có thay đổi chiến dịch quảng cáo và chưa chứng minh doanh thu từ quảng cáo.