Müller: AI visibility in the Retailtech ranking

Indicative comparison across different industries: these companies do not answer the same questions and are not all direct competitors. Not a representative market study.

Health and beauty retail · 10 answers · GPT-6 Luna (OpenAI) · 21/10/2026.

Metrics for this measurement

Back to the Retailtech overview · Methodology

MetricValue
Indicative rank within the fixed selection12
Visibility Score (0–100)38.2
Mention rate80.0% (8 of 10 answers)
Average position when mentioned1.4
Share of Voice within this category29.6%
Positive sentiment among detected mentions37.5%

Position refers to all detected providers in “Health and beauty retail”, not just the 21 companies in the overview. A total of 11 distinct providers were detected in this category.

All ten neutral measurement questions

Each question was asked once in German. The questions below are English translations, not a new English-language measurement. “Not mentioned” is an observed result, not a missing value. The German version contains the original wording.

Question (translated from German)ResultPosition
Which health and beauty retail chains are there in Switzerland?Mentioned2
Where can you buy cosmetics and personal care products at affordable prices in Switzerland?Mentioned1
Which retailers in Switzerland offer a large perfume selection?Not mentioned–
Which health and beauty retailers in Switzerland stock natural cosmetics?Mentioned1
Which retailers in Switzerland are suitable for buying baby care products?Mentioned1
Which health and beauty retail chains in Switzerland have a broad household product range?Mentioned1
Which physical retailers in Switzerland offer international cosmetics brands?Mentioned3
Where can you buy health and beauty products and toys together in Switzerland?Mentioned1
Which health and beauty retailers are recommended for Swiss customers?Mentioned1
Which retailers in Switzerland offer a wide selection of hair care products?Not mentioned–

Scope and name variants

The category studied is “Health and beauty retail”, not the company’s entire product portfolio.

Name variants or former names included: Müller, Mueller, Müller Drogerie, Müller Drogeriemarkt. Mentions are counted only once per answer.

Other brands belonging to a group are not automatically attributed to the company. In particular, Götti and AKN Group remain separate. Product or subsidiary brand names without the target company’s name do not count as mentions of that company.

Compare all 21 companies · Calculation and limitations