Size up a niche before you spend a dollar on it.
Type a niche keyword and get two verdicts side by side. One is a data-driven entry-difficulty score that shows its factors (review moats, brand concentration, Ads pressure, price bands). The other is 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 30-tool suite, one subscription, from $99/mo.
A difficulty score you can argue with, because it shows its work.
Most research tools give a black-box grade. Niche Radar gives the formula, the factors and a second opinion.
Data-driven entry difficulty
A 0-100 score from six visible factors, each with its contribution shown: page-1 review moat, brand concentration, Amazon-branded product presence, sponsored-ad pressure, rating level and price-band tightness.
An AI second opinion
The AI reads the same page-1 data and gives its own difficulty score, a short verdict, and 2-4 entry angles: price gaps, review-complaint openings, underserved audiences, bundle ideas. When the two scores disagree, that is signal.
AI-answer gap simulation
5-6 intent-style shopper questions for your niche. Each is marked taken (with the likely winning product and why) or open: 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, Amazon's "bought in past month" figure, badges, Ads-only placements. Plus Amazon's search-frequency rank for the keyword and its variants, and an estimated monthly search figure where available.
One keyword. Two verdicts.
Type a niche keyword
Like “yoga mat strap”. Our analysis engine samples live Amazon US results for it, plus up to two close variants our AI suggests.
Read both scores
The data score says how hard the niche is and why. The AI read says 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 follows your organic top-10 presence and a simulated Alexa for Shopping answer.
Frequently asked questions.
How does the entry-difficulty score work?
Six weighted factors, scored 0-100 on live Amazon US results for your keyword and up to two AI-suggested variants: review moat (page-1 review counts), brand concentration, an Amazon-branded product (such as Amazon Basics) on page 1, sponsored-ad pressure, average rating, and price-band tightness. Each factor shows its contribution.
What is the AI-answer gap simulation?
Niche Radar simulates 5-6 intent queries for your niche, like “best yoga mat strap for thick mats”: the kind AI assistants on Amazon answer with specific products. It flags the ones no page-1 product clearly serves. Those are your entry openings. It is a simulation, not a live measurement. After launch, the AEO Tracker follows your organic top-10 presence and a simulated Alexa for Shopping answer on your key terms.
Do you also give a subjective read, or just numbers?
Both. The data score is a transparent formula over the sampled results. The AI adds its own 0-100 read, a short verdict, and 2-4 entry angles from the same data (price gaps, review-complaint opportunities, underserved audiences, bundle ideas). When the two scores disagree, look closer.
Do I need to connect my Amazon account?
No. Type a keyword; nothing needs connecting. With your seller account connected, the report also lists each product's Best Sellers Rank from Amazon's catalog, pulled on your authorization and shown only in your account.
How many niche analyses do I get?
Plans include 10 (Pro), 30 (Brand), or 100 (Enterprise) niche analyses per billing period. The free trial includes 1 analysis. Past analyses stay viewable without using quota.