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CLUSTER RETAIL-ANALYTICS-BUSINESS · 9 ENTRIES · EARLIEST ENTRY 2026-08-11

AI retail analytics and forecasting

This cluster covers AI-driven retail analytics platforms for customer segmentation, demand/sales forecasting, and business insights, including point-of-sale dashboards for enterprise retail management. The dated history before the index start is too thin to read a shape from: only two dated entries exist, so the cluster predates the index or its members are undated. Traction leaders by activity signal are RetailPulse-AI-Powered-Customer-Analytics-Demand-Forecasting-Platform, Retail-Sense-AI, and internship_project, each with 0 stars.

Entry timeline

ENTRY TIMELINE

NOV 2025: 1APR 2026: 1AUG 2026: 3SEP 2026: 1OCT 2026: 3
NOV 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 1 hand-coded · 7 unlabelled

Operator · 4 hobby · 5 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 9 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01RetailPulse-AI-Powered-Customer-Analytics-Demand-Forecasting-Platform0★1 day—AI platform for retail customer analytics and demand forecasting to inform business decisions.
  2. 02Retail-Sense-AI0★24 days—hobbyRetail analytics platform for multi-branch businesses that forecasts demand, sets prices, and flags inventory risks with AI insights.
  3. 03internship_project0★11 days—AI-powered retail analytics platform that segments customers, predicts sales, and provides business insights to retailers.
  4. 04returnpilot-ai0★6 days—AI platform that handles retail returns by deciding eligibility and offering embedded insurance to retailers.
  5. 05Invenza0★1 mo—Platform that forecasts retail demand, assesses inventory stockout risk, and recommends replenishment orders through a conversational AI agent console.
  6. 06ShelfIQ0★2 molivehobbyAI-powered retail shelf intelligence platform that analyzes shelf photos to validate product observations, detect compliance issues, and plan field routes for store representatives.
  7. 07Nexabiz-Ai-Sales-Forecaster-0★1 molivehand-codedhobbyRetail management and point-of-sale dashboard with AI-powered sales forecasting for enterprise operations.
  8. 08Smart_Demand_Forecasting_System0★6 mostale—hobbyAI-powered demand forecasting and inventory management system that predicts retail product demand, calculates optimal stock levels, and flags stockout risks.
  9. 09baginvent-ai-forecast0★10 mostale—ai-builtAI tool that forecasts inventory needs for retailers based on historical sales and demand data.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.