New SKU Launch (Keywords, Listing, Campaigns) with Claude for Amazon Sellers

What they did

The seller says Claude has run daily PPC ops for months (bids, negatives, campaign promotions, SKC creation). For a new denim outfit line, Claude pulled niche keyword and competitor data from a market research tool, wrote the listing copy from that research, and set up Auto, Discovery and Sales campaigns with niche-calibrated bids and budgets. The seller confirmed each step.

How it went

The author reports a dashboard of ACOS 25.3% (target ≤30%), TACOS 7.7% and margin 46.1% that day, with the week-old new line doing $585 in a single day while the flagship SKU was still being restocked.

We only report what the source says. Results are self-reported unless noted.

Worth knowing

Human-in-the-loop: the author says 'I just confirmed each call.' The research tool used is not named.

Copy-paste prompt

Act as my Amazon launch operator for a new SKU. Step by step, and wait for my approval between steps:
1. From the keyword and competitor data I paste below, pick the 15 highest-intent keywords and explain why.
2. Write a title, 5 bullets and backend search terms using those keywords. No claims I haven't given you.
3. Propose a launch campaign structure (Auto, a Discovery/broad campaign, and an exact-match Sales campaign) with starting bids and daily budgets calibrated to the CPCs in the data.
Product details: [paste]
Keyword + competitor data: [paste]

The source didn't publish its exact prompt. We wrote this starter so you can try the same workflow. Replace anything in [brackets].