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Blog · 21 September 2026

Out-of-stocks on organic, gluten-free and free-from products: why do these shoppers not substitute?

In shortFor most products, about one shopper in two accepts a substitute. For a gluten-free or lactose-free product, an infant formula or a food tied to a medical diet, the substitute does not exist: the sale is lost, and the shopper goes to find it elsewhere with the rest of their shopping. In the ECR France 2013-2014 survey, infant formula showed 10.3% out-of-stock, nearly twice the average. These SKUs sell little, so they slip under the radar of velocity-based methods. They need to be listed, given a proportionally higher safety stock, and counted separately.

Shoppers who have no choice

The study by Gruen, Corsten and Bharadwaj measures that, in front of an out-of-stock, 26% of shoppers switch brand and 19% switch size. That 45% of substitution assumes another product will do. For some shoppers it will not:

  • medical diets and allergies: gluten-free, lactose-free, nut-free, egg-free;
  • infant feeding: a specific infant formula, not changed overnight;
  • firm choices: organic for some shoppers, plant-based, halal, kosher.

For them, the out-of-stock falls into the study’s two other reactions: 31% buy elsewhere, 9% give up. And buying elsewhere often takes the rest of the basket with it, because these shoppers organise their shopping around the store that has their products (out-of-stocks and loyalty).

Why these products run out

The ECR France 2013-2014 survey gave 10.3% out-of-stock on infant formula, against a 5.7% average. Several causes pile up on these families:

  • low velocity: a few units a week. The reorder point calculated on the average leaves a safety stock of one or two units, which a single shopper empties (automatic ordering and out-of-stocks);
  • bulk buying: the shopper who finds their product takes several, precisely because they fear the out-of-stock;
  • minimal facing: one or two units in front, with no back-up (facing and shelf capacity);
  • blind detection methods: detection from sales does not see a product that sells twice a week (detecting out-of-stocks with till data), and a dashboard centred on best sellers does not list it.

What to do

  1. Draw up the store’s list of products without a substitute, aisle by aisle: thirty to a hundred SKUs depending on size. The criterion is not sales, it is the absence of an alternative for the shopper.
  2. Give them a safety stock in units, not in days: for a product that sells three times a week in lots of two or three, a minimum of six to eight units on the shelf is fairer than one day of sales.
  3. Widen the facing at the expense of a neighbouring substitutable SKU: on gluten-free, fewer well-kept SKUs beat many SKUs that are often empty.
  4. Count them separately, once a week, in ten minutes: the list is short.
  5. Show a way to ask for the product: these shoppers are ready to wait for an order or come back on a given day, if it is offered (what to tell a shopper in front of an empty shelf).
Type of product Likely shopper reaction to the out-of-stock Priority
Everyday product, several brands substitutes normal
Product with strong brand preference substitutes or buys elsewhere high
Product without a substitute (diet, infant) buys elsewhere, with the rest of the basket highest, despite low sales

A worked example (hypothetical)

Take a fictional supermarket with a gluten-free aisle of 40 SKUs. Each sells little, and the aisle weighs almost nothing in sales: it appears in no dashboard. A dedicated count finds 8 SKUs absent out of 40, that is 20%, some for more than a week. The store cuts the range to 30 SKUs, doubles the facing of the ten most requested and sets a minimum of six units. The expected scenario is an out-of-stock rate divided by two or three on that aisle. The figures are illustrative.

What shopper reporting changes

These shoppers have the most reason to report: they come back for the same product and cannot do without it. With ShelfAlert, their report brings up a SKU that neither sales nor the best-seller count shows, and the store can build its list of products without a substitute from what its shoppers really ask for. 14-day trial, no payment card: see the plan for store managers.

Sources

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