Type a product and this free Amazon niche analysis tool opens its niche on four tabs: how hard it is to launch there now against a quarter and a year ago, two years of weekly searches, what buyers praise and complain about in their reviews, and why they return its products.
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This reads like a research question.The AI Analyst answers it with live Etsy and Amazon US data.
Type a product to open its Amazon niche: how many products, brands and launches it has now against a quarter and a year ago, its searches week by week for two years, what buyers praise and complain about in their reviews, and why they send it back.
Before you launch a product on Amazon, four questions decide most of it: how crowded the niche is and whether new products still break in, whether demand is growing or only seasonal, what buyers like and dislike about what is on sale now, and why they send it back. This Amazon niche analysis tool answers each one on its own tab, from Amazon US data for the whole niche rather than a single listing. Type a product, such as "yoga mat", and it opens the closest niche Amazon tracks.
What each tab shows
Insights: the niche's launch figures now, a quarter ago and a year ago. Products, brands and sellers; how much of the clicks the top 5 and top 20 products and brands take; the share of sponsored and Prime products; how many products launched in the last 180 and 360 days and how many of those are selling well now; and the average price, reviews, rating and Best Sellers Rank.
Trends: the last two years, week by week: searches, products, average price, search conversion, brands and sellers. The peak week is marked and the last four weeks are compared with the same four weeks a year earlier. You can look at 3 months, 6 months, a year or the full two years.
Reviews: the topics buyers praise and complain about most, each with its share of the praise or complaints, how much it moves a product's star rating across the niche and among its top quarter of products, and real quotes. Where Amazon has them, a topic also shows its last six months and the narrower sub-topics it covers. Below the topics, the ones that move the star rating most, up or down.
Returns: why buyers return products in this niche, each reason's share of the returns and its last six months, next to the niche's return rate.
How to read a niche
Start with the launch figures. When the top 5 products take a small share of the clicks and a good part of last year's launches are selling well now, shoppers do try new products. When a few products hold most of the clicks and few launches succeed, a new listing needs a clear edge. The reviews and returns show where that edge can come from: a complaint many buyers share, or a return reason such as size or fit that a better product, or a clearer size chart, could fix. The trends show when to act: a seasonal niche needs its stock in place weeks before its peak.
Where this tool stops
Niche figures, not one product's. Every number is for the whole niche. To see the products that win it, open the Amazon competitor analysis tool.
One niche per search. Your words are matched to the closest niche Amazon tracks, and its name is shown because it can differ from what you typed. If the match is off, use more specific words or pick a niche from the list as you type.
Not every niche has review topics or return reasons. Amazon publishes them for part of its niches; when a niche has none, the tab says so.
Amazon.com only. The figures are for the US store.
Type a product the way a shopper would search for it, in two to four plain words, such as "dog bed". As you type, the box suggests niches Amazon tracks; pick one to open that exact niche. The page then shows the niche at the top, with its searches a month, search growth over 90 days, search conversion, the units it sells a month and its return rate when Amazon has them, and four tabs:
Insights: the launch figures, each with its value now and its change against a quarter ago and a year ago.
Trends: a weekly chart of the last two years. Switch between searches, products, average price, conversion, brands and sellers, and between 3 months, 6 months, a year and two years. Hover or touch the line for a week's figure.
Reviews: praise on one side, complaints on the other. Open a topic to see its last six months, for all products and for the top quarter, and its sub-topics with a quote each.
Returns: the reasons buyers return products in the niche, the most common first, each with its last six months.
The tab you open is kept in the page address, so a link you share opens on the same tab.
Each search uses one of your daily lookups, shared by every research tool on the site: 3 free previews a day without an account, 5 full lookups with a free account and more on paid plans. It uses no credits, and a niche looked up in the last 24 hours opens again at no cost.
Frequently asked questions
Is this Amazon niche analysis tool free?
Yes. It uses no credits: each search uses one of your daily lookups, shared by every research tool on the site. Without an account you get 3 free previews a day, with the niche's headline figures, its launch figures, its last 7 weeks and the first 3 review topics, return reasons and rating effects. A free account shows everything, with 5 full lookups a day, and paid plans get more. Looking up the same niche again within 24 hours costs nothing.
What is a successful launch on Amazon?
It is Amazon's term for a product launched in a given window, the last 90, 180 or 360 days, that is selling well now. Compare it with the number of products launched in the same window: when a good share of last year's launches sell well, new products do find buyers in the niche.
What does the star rating effect mean?
It shows how much a review topic moves a product's star rating when its buyers bring it up. A topic marked +0.40★ lifts ratings and one marked −0.20★ pulls them down. The top 25% figure is the same reading among the niche's top quarter of products, which shows what still matters once the basics are right.
How far back does the niche history go?
Two years, week by week, for searches, products, average price, search conversion, brands and sellers. Review topics and return reasons cover the last six months, and the launch figures compare today with a quarter and a year ago.
Why is the niche name different from what I typed?
Amazon groups searches into niches, and the tool opens the one closest to your words. Its name is shown at the top so you can check the match. If it is off, use more specific words or pick a niche from the list that appears as you type.
How is this different from Amazon product research?
Niche insights is a data lookup about the niche itself: its launch figures, history, reviews and returns. Amazon product research adds the niche's top products, its search terms, unit economics and an AI verdict with a plan to test it, for credits.