Product Research (Niche, Margin, Reviews) with Claude Skills for Amazon Sellers
- Seller task
- Go from a category to a GO/WATCH/SKIP product verdict
- 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
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