Customer Loyalty Analysis
Automatically determine membership rank based on visit count and total spend. Track LTV and purchase frequency trends to help retain valuable customers and prevent churn.
Customer Segments
Classify customers by attribute using tags and groups so you can target initiatives instead of sending the same message to everyone. Build segments from visit count, spend, membership rank, and more.
Customer Marketing Distribution
Send messages to customer segments across multiple channels including LINE, email, and push notifications. Review all channel activity in a unified inbox.
AI Sales Forecasting
Explains linear extrapolation forecasting for month-end sales and transaction count, and 14-day-ahead demand forecasting (top 5 products, with day-of-week seasonality plus a 20% safety factor). Also covers the 3-tier confidence rating, API/MCP retrieval, and integration with the Sales Analysis by Product AI narrative.
Customer Data Management
Centrally manage customer profiles, visit history, and purchase records. Search, tagging, and notes let all staff quickly check up-to-date customer information.
Store Visitor Analysis
How to use Store Visitor Analysis. Explains period presets, the four summary cards (transaction count, member linkage rate, peak hour, busiest day of week), the hour x day-of-week heatmap, hourly/daily charts, and the 12-month stacked trend of new/repeat/anonymous customers — all from a store operations perspective.
Purchase History by Customer (POS Integration)
Learn how to review each customer's receipt-level purchase history from the CRM customer detail screen. Covers the conditions under which POS-issued receipts appear, why scanned paper receipts are excluded, how member matching works, privacy handling, and API access.
Store Help Index (Store DX, Digital Receipts, Reservation Management, Retail Media)
This is the ReceiptRoller store help index. It organizes every help article you need for store DX into three categories: customer touchpoints (store app platform, digital receipts, reservation management, retail media including media displays, coupons, CRM, social media management, and AI agent integration), store operations (store data, product management, e-commerce integration, OMS, WMS, shelf analytics, sales analytics, and staff), and account & extensions (getting started, roles and permissions, and the developer API).