A gift shop owner is struggling to understand why new product variants (mugs, bottles) are not selling despite similar designs and moderately higher prices, and needs help diagnosing the cause among display, choice overload, pricing, or design preference.

No specific tool mentioned; owner is turning to Reddit for advice instead of having a retail analytics or merchandising optimization tool to test hypotheses (display layout, assortment size, pricing sensitivity, design preference).

Severity

3Medium

Willingness to Pay

implied

Added

May 26, 2026

App Concept

ShelfSight Retail Analyzer

A simple retail analytics tool for small gift shops and boutiques that tracks sales per product variant, tests display layouts, and simulates price elasticity. Merchants can compare historical data, run A/B tests, and get actionable insights on why items underperform—without needing a data science degree.

Key Features

One-click sales comparison between new and old product variants
Drag-and-drop virtual display layout tool to test shelf positions
Price elasticity simulator showing estimated demand at different price points
Customer preference survey integration for direct feedback

Target Users: Small gift shop and boutique owners (1-10 employees) in retail, especially those importing or curating their own product lines.

Revenue Model: $29/month per store subscription, with a free tier for up to 50 products and paid tiers for unlimited products and advanced analytics.

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