AI demand forecasting, before it happens

Predict demand before it happens. The Demand Forecast Agent analyses your sales history, stock levels and seasonal patterns to predict what will sell next week — per product and category — so you never overstock or run out.

AI-generated content

What it predicts for you

Next-week demandPer productPer categoryStockout riskSeasonal peaksOverstock

Overstock freezes cash. Stockouts lose sales.

Order too much and your money sits in dead stock; order too little and your bestseller is out the day buyers want it. Without real demand forecasting, inventory is a gut-feel gamble every single week — and both kinds of wrong cost you.

Guessing every reorder

Spreadsheets and gut feel don’t see next week — they look backwards.

Cash frozen in dead stock

Over-ordering ties up money in products that won’t move for months.

Bestsellers run dry

Stock out of a top product and the sale — and the shopper — go elsewhere.

What the Demand Forecast Agent does for your store

Demand forecasting software built for ecommerce — every capability points at one outcome: buy the right stock, at the right time, on data.

Know what sells next

Weekly demand predictions, per product

The agent forecasts what each product and category will sell — for the next week, month or quarter — every prediction scored with a confidence level. Real demand forecasting, down to the SKU, so ordering stops being a guess.

  • Per-product and per-category forecasts
  • Horizon: 1 week, 1 month or 3 months
  • Confidence score on every prediction
  • Set the minimum confidence you act on

Forecast Configuration

1 week1 month3 months
ProductPredicted unitsConfidence
Decorative Candle Lanterns3494%
Gray Wool Oriental Rug989%
Ceramic Table Vase2284%

Only include predictions above this confidence level.

Never sell out

Stock alerts before you run out

Combine predicted demand with your current stock and the agent warns you when a product is about to run dry — with enough lead time to reorder. No more discovering a bestseller is out the day buyers want it.

  • Stockout alerts with days of lead time
  • Tuned to predicted demand, not flat rules
  • Protect revenue on your bestsellers
  • Stop overstocking the slow movers

When to alert

Alert when a product will run out within this window.

7d
Decorative Candle Lanterns46 in stock

Predicted demand: 34 units / week

Stock-out in 6 days — reorder nowAlert sent
Built for seasonality

Seasonal trend detection from your data

Black Friday, summer, a back-to-school spike — the agent learns the seasonal patterns in your own history and bakes them into the forecast. Retail demand forecasting that knows your peaks instead of a generic average.

  • Seasonal peaks & dips detected automatically
  • Learned from your real sales history
  • Plan ahead for known spikes
  • No manual trend-spotting

Seasonal trend detection

Learned from your real sales history — peaks detected automatically.

JFMAMJJASOND
Summer Salespeak detectedBlack Fridaypeak detectedChristmaspeak detected
Your numbers, not averages

Forecasts on your real sales history

This is ai demand forecasting trained on your store — your sales, your stock, your catalogue — not an industry benchmark. The more it sees, the sharper the demand prediction gets, and you choose the confidence bar for acting.

  • Uses your actual sales & stock data
  • Demand, pricing and trend signals
  • Sharpens as your history grows
  • You set the confidence threshold

Forecast Configuration

DemandPricingTrends

Only include predictions above this confidence level.

75%
Decorative Candle Lanterns92%
Ceramic Table Vase81%
Gray Wool Oriental Rug87%

3 of 3 predictions above threshold

Plan the spike

Run what-if scenarios before you commit

Adding a promo, a holiday or a new delivery window? Drop those factors into the scenario simulator and see how projected demand shifts — so you buy for the spike you’re about to create, not last month’s baseline.

  • Model seasonal events & promotions
  • Account for your delivery calendar
  • Compare scenarios before ordering
  • Buy for what’s coming, not what was

Scenario factors

0 selected

Pick the moments that spike demand for your store.

Black Friday Late NovChristmas DecWinter Sales Jan

Projected demandDecorative Candle Lanterns

Baseline
142
Scenario
142
Simulate a scenario
Where you work

Delivered to your inbox and dashboard

Pick weekly or monthly and the forecast arrives on schedule — by email and in your dashboard — so the right people plan inventory on the same numbers. Runs automatically, EU-hosted and privacy-first.

  • Weekly or monthly schedule
  • Email + in-dashboard delivery
  • Multiple recipients for the team
  • Privacy-first, EU-hosted (GDPR)

Stock Alerts & Delivery

FrequencyWeekly
Day of weekMonday
Time09:00 hrs

Where to deliver

EmailDashboard
you@email.comAdd

No recipients yet — add at least one to receive reports.

From sales history to a confident forecast in three steps

No data science team. No spreadsheets to maintain. Connect once and plan with confidence.

1

Connect your store

Your sales history and live stock levels sync automatically from Shopify, WooCommerce, Amazon or Wix — no spreadsheets.

2

Set horizon & confidence

Choose how far ahead to forecast (1 week to 3 months) and the minimum confidence you want to act on. Add any seasonal events.

3

Plan with the forecast

Every week you get demand predictions per product and stockout alerts in time to reorder — so you never overstock or run out.

Frequently asked

What data does it forecast from?

Your own store — sales history, current stock levels and the seasonal patterns in your real data. It’s demand forecasting trained on your numbers, not an industry average.

How far ahead can it predict?

Choose a 1-week, 1-month or 3-month horizon. Every prediction comes with a confidence score, and you set the minimum confidence you want to act on.

Will it warn me before I run out?

Yes. It combines predicted demand with your current stock to send stockout alerts with enough lead time to reorder — and flags overstock on slow movers too.

Is the forecast per product or just overall?

Both. You get demand predictions per product and per category, so you can plan ordering at the SKU level, not just a single store-wide number.

How is my data handled?

Forecasts run on EU-hosted infrastructure with GDPR-aligned, privacy-first analytics — your sales and stock data never leave Europe.

The agent applies statistical demand forecasting.

Stop guessing your inventory

Put demand forecasting built on your real data to work — weekly predictions and stockout alerts, in any language.

AI Demand Forecasting & Stockout Alerts for Stores | AllHub