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Shelf Confidence Starts Here
Merchandising isn’t just movement. It’s context.
Why shoppers buy – or don’t. Go beyond scan data to hear what’s driving behavior at the shelf.
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Real-time context for every category call.
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Why retail leaders choose InStore.ai
Category Managers now see why products move – not just that they do
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Surfaces shopper reactions in real time
Hear what customers say about products, flavors, pricing, and availability – right at the shelf, not weeks later in a survey.
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Flags what’s missing or misunderstood
Catch when items are out-of-stock, hard to find, or when promotions aren't landing – so you can fix friction fast.
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Highlights substitution and walkaway behavior
See what shoppers buy instead, or when they leave empty-handed – so you know the impact of missed expectations.
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Identifies patterns across stores and regions
Understand which SKUs, categories, or displays are underperforming – and whether it’s product, placement, or execution.
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Understand the reason and the impact.
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Intelligence for Every Role
Everyone Wins With InStore.ai
We’ve reimagined the retail experience from the ground up.
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Start hearing what you’ve been missing
You can reach out to us directly via
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We can’t wait to build better customer experiences with you
Join over 108 million conversations already being used to improve stores!