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How Claude, Codex, Kimi, and Cursor are used on Amazon reports

By Mansoor, Amazon advertising specialist ·

Direct answer: Claude, Codex, Kimi, and Cursor are analysis seats. They read exports, draft harvest tables, join P&L to search terms, and keep the weekly letter in the same shape. They do not log into Seller Central. They do not set bids. Two models on the same CSV beat one model’s vibe. A human signs the note.

Who does what

  • Claude — long-context first pass on search-term exports and the founder letter.
  • Kimi — second pass on the same file so a missed waste cluster is not a single-chat accident.
  • Codex — scripts that normalize Amazon columns and join Sellerboard profit to queries.
  • Cursor — the repo those scripts and checklists live in, so next Monday is not a new paste.

Confidentiality: minimized CSVs, no passwords, no standing Ads session in a chat. Invented ACOS does not ship. Indexed pages: Claude, Codex, Kimi, Cursor.

FAQ

Does the AI manage my ads?

No. Analysis only. Bids move in the Ads Console or inside a supervised platform with a floor.

Do you upload my full account history?

No. Minimized weekly exports. No standing Seller Central session in a model.

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