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Product Research (Niche, Margin, Reviews) with Claude Skills for Amazon Sellers

Seller task
Go from a category to a GO/WATCH/SKIP product verdict
Agent / tool
Claude Helium 10 Profitlee
Source
Blog post by Profitlee (@AronLEEDev)
Date
Jul 16, 2026

What they did

product-research-skills is an open-source bundle of three Claude skills that drive your own logged-in browser via Claude in Chrome. Opportunity Finder takes a category through Helium 10 Black Box and Best-Sellers data to scored niches. Cost Analyze reverse-image-searches 1688 for FOB cost and runs Profitlee's fee math. Review Analyze clusters complaints and praise into a GO/WATCH/SKIP verdict and a single product dossier.

How it went

The publisher says the skills 'halt and ask rather than quietly inventing a number,' cap Helium 10 lookups at three per run, and cache artifacts for 14 days. No user outcomes are reported.

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

Worth knowing

Published by Profitlee, whose calculator powers the margin step. Needs a 1688 account, and Helium 10 is strongly recommended.

Copy-paste prompt

Starter prompt (written by us)
Run the Opportunity Finder skill on the category "Pet Supplies": filter Black Box for price $20-45, monthly revenue > $10k, < 500 reviews, weight < 2 lb. Give me the top 3 scored niches with the evidence behind each score. Stop and ask me if any source blocks access. Do not estimate missing numbers.

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

Original source

https://profitlee.com/en/blog/amazon-product-research-pipeline

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