Private Label Opportunity Finder: what this AI agent does and how to use it
Finds categories where an own-brand product could win on price and demand, from brand share and pricing. Who it's for, the questions it answers, the data it needs and how to switch it on.
Try the Private Label Opportunity Finder live demo →
What it does
The Private Label Opportunity Finder agent is the specialist for this job: finds categories where an own-brand product could win on price and demand, from brand share and pricing.
Who it's for
Your team. It runs in the console for your staff and through the REST API. It is a team agent, so it is never exposed to shoppers.
Questions it answers
Ask it in any of our languages, for example:
- "Where could we launch a private label?"
- "Which categories depend most on one brand?"
- "Private label opportunities in footwear"
The live demo shows these as sample prompts in your language, on a fictional store's data.
How it works
- It understands the question in the language it was written in, even when your catalog is in another language.
- It looks things up with tools, never from memory:
- Sales analytics by category, channel or period
- Assortment and range analytics
- Read-only sql over your retail data (sandboxed per workspace)
- It answers from your data, in your brand voice and currency, and shows which tools it used.
- Rules stay in code. Prices, eligibility and permissions come from your data and settings; the agent explains them and can't invent them. Why this matters.
The data it needs
Products, Order lines. As soon as these tables are loaded, the agent is ready to switch on. Files can use your own column names: they're mapped automatically. See Connect your data.
Works well with
- Category Strategy Writer: Drafts a category's role, strategy and targets from its sales, mix and pricing.
- Buy Depth Recommender: Recommends buy depth per option from how similar past styles sold.
Your team can use them side by side in the console, or call each one through the API.
Turn it on
- Load the data it needs.
- Install Private Label Opportunity Finder from the Agent catalog and add your own instructions (guide).
- Test it in the Playground, in every language you serve.
- Invite your team or call it from your own systems.
New to ServiceBuddy? Start with how onboarding works.
Try it, and related AI Agent Buddies
Merchandising & Pricing
Private Label Opportunity FinderFinds categories where an own-brand product could win on price and demand, from brand share and pricing.
Merchandising & Pricing
Category Strategy WriterDrafts a category's role, strategy and targets from its sales, mix and pricing.
Merchandising & Pricing
Buy Depth RecommenderRecommends buy depth per option from how similar past styles sold.
Merchandising & Pricing
Impulse Range SelectorSelects counter and checkout impulse lines per store from footfall, mission and margin.
More about Category management & buying
Impulse Range Selector: what this AI agent does and how to use it
Selects counter and checkout impulse lines per store from footfall, mission and margin. Who it's for, the questions it answers, the data it needs and how to switch it on.
Buy Depth Recommender: what this AI agent does and how to use it
Recommends buy depth per option from how similar past styles sold. Who it's for, the questions it answers, the data it needs and how to switch it on.
Category Strategy Writer: what this AI agent does and how to use it
Drafts a category's role, strategy and targets from its sales, mix and pricing. Who it's for, the questions it answers, the data it needs and how to switch it on.
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