Before a new SKU gets built, before ad budget gets allocated, before anyone pitches leadership on an expansion, someone has to answer a basic question: how big is the opportunity, and is it worth the effort?
Getting to that answer usually means pulling Amazon category reports, exporting sales estimates, and building a slide to explain what the numbers mean. None of that work is hard. It’s just slow, and the market doesn’t wait for the analysis to finish.
Category sizing is one of the ways Jungle Scout AI Solutions shortens that path. Ask it how big a category is, whether it’s growing, or how concentrated it is, and the answer comes back grounded in real Amazon marketplace data, no dashboard required.
A few of the questions you can ask:
- “Who are the top players in [category]?”
- “Is [category] growing, and how fast?”
- “What does the 1P vs. 3P mix look like in [category]?”
- “Size [category] and break it down by sub-category, which slice is growing fastest and would be the best entry point for a new SKU?”
- “Compare category size and growth rate for [category A] vs [category B] and tell me which is the better long-term bet.”
- “What’s the TAM for [category], and how much of it is currently controlled by the top 3 brands vs. fragmented across smaller sellers?”
Brands weighing a new category, agencies building the case for a client, and retailers scoping private label expansion all start from some version of these questions. Jungle Scout AI Solutions gives each of them a starting point in minutes instead of days, and a common set of numbers to work from once the conversation turns to strategy.
What it looks like in practice
Ask about a category, and you get its top players along with the shape of the whole market around them. Discover how much revenue the top few brands hold between them, how fragmented the rest of it is, and which sub-categories are pulling more than their share of the growth.
That’s the difference between a headline number and an answer worth acting on.
How to access
To access Jungle Scout’s category sizing insights, existing customers can use Ask Cobalt directly inside Jungle Scout Cobalt, no separate AI tool required.
Teams can also connect Jungle Scout MCP to the AI tool they already use, like Claude, ChatGPT, Gemini Enterprise, or Microsoft Copilot. Once connected, ask your question directly in that tool, and Jungle Scout MCP pulls from Jungle Scout’s Amazon data to answer it.
Either path draws on the same Amazon data.
Not a customer? Book a demo to learn more about the right AI Solution for your organization.
Get a demo
