Amazon US Product Opportunity Research for a Private Label Launch
A client planning their first private label launch on Amazon US asked me to find a product worth investing in. I identified a niche with strong demand and a clear opportunity to win on quality.
What I analyzed:
- Niche demand: 16K+ monthly searches, $1.2M page-1 revenue and 51K units sold in 30 days at an average price of $16.59.
- Competition: every top-10 listing has more than 75 reviews, 73% of sellers are from China, and all are FBA.
- Top competitors: the leader makes ~$537K/month with only a 3.8★ rating; the #2 seller makes ~$240K/month at 4.1★. Buyers keep purchasing even though they aren’t fully satisfied.
- Customer reviews: customers like the comfort and easy setup, but complain about quality, durability and functionality. This pointed to a clear way to differentiate with a better-built product.
- Result: a validated product opportunity with demand data, a competitor breakdown and differentiation ideas for the client’s launch decision.
Tools: Helium 10 (Xray, Review Insights), Keepa.
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Posted Nov 7, 2026
Amazon US Product Opportunity Research for a Private Label Launch
A client planning their first private label launch on Amazon US asked me to find a product ...