AI demand forecasting and inventory planning for Shopify brands, including purchase orders and Amazon.
Forecast demand for a promotion or launch
Predict the uplift from a promotion or product launch so you buy the right stock and avoid stock-outs.
The problem
Promotions and launches are when forecasts are worst and the cost of being wrong is highest: stock-outs waste the media spend, overstock ties up cash.
How AI helps
Forecasting tools learn seasonality and past promo uplifts from your sales history and let you layer planned events on top, then turn the forecast into purchase orders.
How to roll it out
- 1
Tag past promotions and launches in your sales history (dates, depth, channels).
- 2
Connect your store, marketplaces and wholesale data to the forecasting tool.
- 3
Add the planned event and compare the tool's uplift with your team's assumption.
- 4
Agree a buy plan with a safety buffer and a mid-promo checkpoint.
- 5
After the event, compare forecast versus actual and record learnings.
Rough cost
Entry points among these tools: cheapest flat monthly plan: Prediko at $49/month. Quote-only: Inventory Planner by Sage, Peak, Netstock.
| Tool | Lowest published plan | Free plan |
|---|---|---|
| $49/month | No | |
| See pricing | – | |
| See pricing | – | |
| See pricing | – | |
| See pricing | – | |
| See pricing | – |
Only prices published on vendor sites (checked 2026-10-20). Entry plans rarely cover full usage: AI features are often priced per resolution, credit or seat. Prices may display in USD outside the UK.
Brand examples
"It's helped us optimize our availability across 20+ stores. We send the right stock to the right locations" (Merchandise Manager).
Examples are quoted from public vendor case studies and testimonials (vendor-reported, checked 2026-10-21).
Tools for this use case
Listed in order of fit. Prices and ratings are sourced on each tool page.
Inventory Planner by Sage
Forecasting & inventoryDemand forecasting and replenishment planning from Sage for ecommerce and wholesale brands.
Peak
Forecasting & inventoryManchester-founded AI for demand forecasting, inventory and pricing decisions in retail and manufacturing; now part of UiPath.
Netstock
Forecasting & inventoryInventory optimisation and demand planning that plugs into ERPs such as Sage, NetSuite and Dynamics.
GMDH Streamline
Forecasting & inventoryAI-driven demand forecasting and supply planning (GMDH Streamline) for distributors and brands.
Demand forecasting and inventory optimisation priced by revenue band.
Skills for this use case
Copy-paste prompts to get started today.
Sanity-check a promo uplift forecast
Challenge a promotion forecast before you commit stock and funding.
Copy-paste promptThe fortnightly brief
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