Ranges, not single numbers
Each forecast shows a likely value and a range, for example 18,400 with 15,900 to 20,800. Plan safety stock from the range, not from hope.
Monsoon · showers over the market, umbrellas by the thousand
AI Demand GuesserA forecast for every SKU, place and week, with a range and a reason.
The AI Demand Guesser forecasts each SKU at each store, distributor and marketplace, week by week. Every number comes with a low to high range, a confidence level and the main reasons behind it, so your planners know when to trust it and when to look closer.
app.guesskart.com/forecast/week-41 LiveWeek 41 forecast · SKU by locationRange shown on every number
SKU and locationForecastRangeTrendConfidence
Gift box 1 kgDelhi NCR retailersDiwali 9 days earlier, orders up 12%6,8505,900 to 7,700Medium
Namkeen 400 gAmazonSteady trend, festive lift 35%2,3402,150 to 2,520High
Sugar-free barfiOwn store, RohiniNew trend, only 8 months of history410290 to 560Low
Soan papdi 250 gDistributor, GhaziabadSame as last 3 festive seasons3,1202,800 to 3,400High
52 weeksforecast horizon
SKU x locationforecast grain
Weeklyautomatic re-forecast
What it does
Built for the way planners actually work.
Reasons in plain words
Last 3 Diwalis, retailer orders up 12%, festival 9 days earlier. Planners can check the logic in seconds.
New products
Launches borrow the pattern of similar products by category, price band and channel, then switch to their own history as it grows.
Learns from misses
Every week the forecast is compared with actual sales, and the model adjusts. Accuracy is reported openly in Forecast Reports.
How it runs
Four steps, every week.
- 1
Read history
Clean sales from Data Connect, with stockout days treated as missed demand.
- 2
Add signals
Festivals, weather, promotions, price changes, launches and current retailer orders.
- 3
Forecast
Several models compete per SKU. The one with the best recent accuracy for that SKU wins.
- 4
Review
Planners see the range, confidence and reasons, adjust where they know better and approve.
Signals the AI reads
- Weekly and seasonal patterns by SKU and location
- Festival dates that move every year, such as Diwali, Eid, Holi and Onam
- Rainfall and temperature forecasts by region
- Promotions, schemes and marketplace sale events
- Price changes and MRP revisions
- Open orders already placed by retailers and distributors
Honest forecasting and responsible AI
What we promise about every forecast and every order.
A range on every forecast
Each number shows a low to high range, a confidence level and the main reasons. Never a false single certain number.
Planners approve every order
AI drafts purchase and production plans. Your planners approve each order before anything is sent.
Accuracy shown openly
Forecast accuracy is measured every week and shown with the misses, not only the good weeks.
Sales data protected
Encrypted in transit and at rest, never shared between customers and never sold.
Is the forecast always right?
No forecast is. Guesskart shows a range and a confidence level for every number so you can plan safely around the uncertainty instead of being surprised by it.
Does it handle new products?
Yes. A new SKU starts from the pattern of similar products and carries a wider range and lower confidence until it builds its own history.
Can planners change the forecast?
Always. Planners can override any number with a reason. Guesskart tracks whether the override or the AI was closer, which helps both improve.
Tomorrow's outlookClear skies for your shelves.
Clear skies for your shelves.
Set the barometer.
Slide to the number of SKUs you sell. The needle shows the plan that fits, and the first 30 days of forecasting are free for up to 500 SKUs.
ReadingThis Week$72 / month$0.18 per SKU per month, minimum $49