Vibe coding
SKU data
Roadmapping
Skill

Amazon live SKUs and reviews: a category's landscape in one pull

Dreame · 2026

To see a category's competitive landscape, step one is the complete list of what is on sale.

Fig. 1. Amazon live SKU and review workflow

Company: Dreame
Example: Amazon Mexico
Tools: Sorftime Skill · Claude Code
Time / cost: About 2 h · ¥99 per month

01Context & challenge

A market roadmap needs to know what competitors sell, at what price, since when, and how users rate it. Compiling that page by page takes days per category, and gaps are hard to rule out.

The question: can one sentence pull every live SKU and its reviews for a category?

02My role

I brought Sorftime's data into my daily workflow:

Installed and verified the Skill so Claude Code can call it directly
Pulled live SKU lists and reviews for given ASINs
Organised them into sheets for competitor roadmaps and price-band analysis

03Approach

Install the Skill

Download the Skill from Sorftime into Claude Code's Skills folder.

Verify

Check in Claude Code that the Skill is active and returns data.

Pull

Describe the need in plain language: live SKUs for a category on a marketplace, or positive and negative reviews for given ASINs.

Export

Organise into sheets — the live SKU list and per-product reviews — ready for further work in Excel.

04Outcome

One category, done: 2 h
Per month: ¥99

A category's live list and reviews can be pulled in about 2 hours. What it does for the business:

Competitor roadmaps and price bands: e.g. plotting a competitor's launch dates against price in Mexico to see its product rhythm and price ladder
Our own roadmap: price-band gaps and competitor weak spots decide which product goes where, and when
VOC: positive and negative reviews of ours and competitors' SKUs test selling points and improvements