A product opportunity score you can sort, then inspect

What goes into the 0–100 rank

Demand uses log-scaled monthly search volume. Growth blends 30D and 90D so a short spike does not dominate. Consistency penalizes a noisy series. Competition rewards a less crowded field. Seasonality prefers steadier year-round demand over a sharp calendar peak. Momentum compares recent months with the prior stretch on the same series.

Those factors are weighted and clamped to 0–100. You should still read the raw columns. A high score with High competition is a different decision than a mid score with Low competition and clean growth.

How to use it in product demand analysis

Sort Trending Products by VolumeScore™ when you want a first pass. Then filter by volume and growth so you are not ranking tiny series. Open the product to see the sparkline and country volumes.

Forecast is a separate demand range from stored history. Tracked is a separate watch list. Neither replaces the score, and the score does not replace a test.

What VolumeScore™ will not do

It will not tell you contribution margin, creative fatigue, or whether a supplier can ship. It will not score a keyword that is not in the catalog. It is not MarketScore™ — that rank belongs to markets, not products.