Size up a niche before you spend a dollar on it.
Type a niche keyword and get two verdicts side by side: a transparent, data-driven entry-difficulty score (review moats, brand concentration, ad pressure, price bands) and an AI market read with concrete entry angles, plus a simulation of which shopper intents still have no clear winner in AI answers.
Included in every OptimalCentral plan — part of a 22-tool suite, one subscription, from $99/mo.
A difficulty score you can argue with, because it shows its work.
Most research tools hand you a black-box grade. Niche Radar gives you the formula, the factors, and a second opinion.
Data-driven entry difficulty
A 0-100 score built from six visible factors: page-1 review moat, brand concentration, Amazon private-label presence, sponsored-ad pressure, rating level, and price-band tightness, each with its own contribution shown.
An AI second opinion
The AI reads the same page-1 data and gives its own difficulty score, a short verdict, and 2-4 concrete entry angles: price gaps, review-complaint openings, underserved audiences, bundle ideas. The two scores may disagree; that tension is signal.
AI-answer gap simulation
5-6 intent-style shopper questions for your niche, each marked either taken (with the likely winning product and why) or open, meaning no page-1 product clearly serves it. Open intents are your way in.
The page-1 evidence
Every product behind the numbers: position, brand, price, rating, review count, badges, ad-only placements, with monthly search volumes for the keyword and its variants.
One keyword. Sixty seconds. Two verdicts.
Type a niche keyword
Like “yoga mat strap”. Our analysis engine samples live Amazon US results for it, plus two close variant terms real shoppers use, generated automatically.
Read both scores
The data score tells you how hard the niche is and exactly why. The AI read tells you where the openings are, and simulates which intent questions have no clear winner in AI answers.
Enter with a plan
Pick an entry angle, launch, then verify: Reverse ASIN mines competitors' keywords and the AEO Tracker measures your real AI-answer presence.
Frequently asked questions.
How does the entry-difficulty score work?
Our analysis engine samples live Amazon US search results for your keyword plus two close variants, then computes a 0-100 score from six weighted factors: the review moat (how many reviews page-1 products have), brand concentration, whether Amazon's own private-label brands compete in the niche, sponsored-ad pressure, the average rating level, and how tight the price band is. Every factor shows its own contribution, so you can see exactly why a niche scored the way it did.
What is the AI-answer gap simulation?
Amazon search is becoming conversational: AI assistants answer intent-style questions like “best yoga mat strap for thick mats” with specific product recommendations. Niche Radar simulates 5-6 such intent queries for your niche and flags the ones where no current page-1 product clearly serves the intent. Those open intents are entry opportunities. It is a simulation, not a live measurement; after you launch, the AEO Tracker measures your real AI-answer presence.
Do you also give a subjective read, or just numbers?
Both, side by side. The data-driven score is a transparent formula over the sampled results. Separately, the AI gives its own 0-100 difficulty read, a short verdict, and 2-4 concrete entry angles (price gaps, review-complaint opportunities, underserved audiences, or bundle ideas) grounded in the same data. The two scores are allowed to disagree; when they do, that is usually worth a closer look.
Do I need to connect my Amazon account?
No. Niche research happens before you even have a product, so nothing needs connecting; just type a keyword.
How many niche analyses do I get?
Plans include 10 (Pro), 30 (Brand), or 100 (Agency) niche analyses per billing period. The free trial includes 1 analysis. Past analyses stay viewable without using quota.