The 44-Point Gap: Why Luxury Retailers Are Splitting Into AI Visibility Haves and Have-Nots

What do this week's readings actually show?

This week the Index tracked 11 brands, with an average readiness score of 57 out of 100. On its own, that midpoint looks unremarkable — a passing grade, roughly. But averages conceal more than they reveal. The real story sits at the extremes: The Whisky Shop leads the field at 76, while Turmeaus Cigars trails at 32. That is a 44-point gap between the most and least AI-ready brands measured this week.

Readiness, for the record, is our 0–100 measure of how well a brand's website is built to be found, understood and cited by AI assistants such as ChatGPT, Gemini and Perplexity. A high score does not guarantee a mention; a low score all but guarantees invisibility.

Who is winning the visibility race?

Three brands cleared the 65 mark. The Whisky Shop set the pace at 76, followed by The AI Visibility Index itself at 72, and EGM Cigars at 66. These are the sites most likely to surface when a shopper asks an AI assistant where to buy a particular single malt or a specific cigar.

What unites the leaders is not category — they span whisky and cigars alike — but structure. A brand scoring in the 70s has, in practice, made its content legible to machines: clear product information, coherent site architecture, and the kind of self-describing pages an AI can lift and cite with confidence. You can read more about how we weigh these factors in our methodology.

Where does the middle of the pack sit?

The cluster around the average is instructive. Hard To Find Whisky lands exactly on 57 — the mean itself — with C.Gars Ltd just behind at 56 and City Cigars at 50. These brands are neither invisible nor prominent. They are the swing vote of AI search: present enough to appear occasionally, but not structured well enough to be the assistant's default answer.

For brands in this band, the margin for improvement is unusually favourable. Moving from 57 to the low 70s is not a rebuild — it is a series of targeted fixes to how a site presents itself. The difference between being cited and being skipped is often measured in a handful of points.

What does the bottom of the table tell us?

The lower half makes the divide stark. The Drink Shop sits at 48, and Turmeaus Cigars at 32 — the lowest reading this week and fully 44 points below the leader. A score in the low 30s indicates a site that AI assistants struggle to parse: information that a human visitor can find, but a machine cannot reliably extract, attribute or repeat.

This matters because AI assistants do not browse the way people do. They synthesise. When a model cannot confidently read a brand's pages, it does not guess — it reaches for a competitor whose content it can understand. In an AI-mediated market, poor readiness is not a neutral state. It is a slow surrender of demand to whichever rival built for machines first.

Why is the gap the real headline?

The most important number this week is not the 57 average but the distribution around it. With brands ranging from 76 down to 32, the field is not converging — it is splitting into visibility haves and have-nots. The leaders are compounding an advantage: the more an AI assistant cites a brand, the more that brand becomes the trusted default for the next query.

Crucially, this divide does not track brand size, heritage or marketing spend. It tracks preparation. The retailers pulling ahead are those that have treated AI visibility as an engineering problem to be solved, not a trend to be watched. As we argue in the State of AI Visibility report, the brands that act while the field is still uneven will find it far cheaper to lead than those forced to catch up once every competitor has optimised.

What should brands take from this week?

Three things. First, an average score of 57 across the category means the standard is still being set — no incumbent has locked in dominance, and the top spot at 76 leaves clear room to climb higher. Second, the middle band around 50–57 represents the largest, most winnable opportunity: modest structural work yields outsized gains in citation. Third, a score in the 30s is a warning, not a verdict — it can be moved, but only by deliberate action.

The brands that will own AI search in luxury drinks and cigars are being decided now, in points, not later, in campaigns. Every week the leaders hold their position, the cost of overtaking them rises.

Want to know where your brand sits on the readiness scale? Run a scan.