Glowlayerhub
Demand forecasting analytics for consumer goods brands—sell-through history, seasonality, and promotional lift turned into numbers planners can defend.
Flagship offering
Demand Forecast Study
For brand and supply teams who need one shared outlook before the next buy cycle—not another abstract methodology deck.
We clean the history for an agreed SKU set, separate base demand from promo weeks, and deliver a written forecast pack with ranges your Bangkok planners can challenge in a working session.
Typical scope covers one category over a three-to-five week engagement, with delivery in person or by remote workshop.
Related work
Offerings built around the same shelf reality
Category sessions, promo notes, and assortment briefs when you need a shorter decision aid.
Category Demand Review
A half-day facilitated session that walks your team through velocity, gaps, and near-term demand risks across one retail category.
Promo Demand Assessment
Pre-campaign estimate of incremental volume and post-event recovery so you can set buys without emptying the warehouse—or starving the shelf.
Assortment Velocity Brief
A concise read on which SKUs carry the category, which stall, and where demand is too thin to justify shelf space in the next cycle.
From clients
What planners remember afterward
Their forecast study for our beverage gift packs caught the post-Songkran dip we had been ignoring. We trimmed the second buy and still covered the peak week. The deck took a little longer than we hoped, but the assumptions were clear enough for supply to argue from.Nattapong S. · Category manager, Bangkok beverage brand · Demand Forecast Study
We used the promo assessment before a nationwide display. Incremental volume landed inside their range; the recovery week note stopped us from reordering at campaign rate.Siriporn K. · Trade marketing lead, personal care · Promo Demand Assessment
Next step
Bring a category and a decision date
Tell us the SKU set, the retail channel that matters most, and when the next buy locks. We will reply with scope and timing.
Write to the Bangkok team