Built a Free AI Forecasting Tool for Shopify store owners - Looking for Feedback!

Topic summary

A developer has created a free AI-powered inventory forecasting tool specifically for Shopify store owners.

The tool analyzes historical order data using forecasting models to predict when products will run out of stock, helping merchants optimize reorder timing and avoid stockouts.

Key features:

  • Automatically pulls past order data from Shopify
  • Provides product-level predictions on stock depletion dates
  • Currently free for early adopters

The creator is seeking feedback, particularly from store owners who:

  • Manage high-volume product catalogs
  • Experience seasonal sales fluctuations

The tool is accessible at shopforecast.replit.app. No responses or feedback have been posted yet, so the discussion remains open for community input.

Summarized with AI on October 28. AI used: claude-sonnet-4-5-20250929.

Hello everyone! I just built a new AI tool for Shopify that helps you forecast when you’ll run out of stock so you can reorder at the perfect time (and stop guessing).

It pulls in your past order data, runs it through a forecasting model, and shows you what’s likely to sell out and when, broken down by product.

This tool fixes that, and it’s free for early users right now.

Here’s the link: https://shopforecast.replit.app

Would love feedback from any of you, especially if you run a store that moves a lot of products or has seasonal spikes. Thanks legends!