Benchfolk

GEO Cognac · AI Visibility Benchmark · Benchfolk May 2026

Cognac and AI visibility: LVMH, Rémy Cointreau — and the independents left behind

71% of ChatGPT cognac citations go to 4 brands out of 270 houses. The highest concentration of any fine drinks category. Independent houses like Frapin, Delamain and Pierre Ferrand barely appear — despite critical acclaim.

270
cognac houses
4
in the AI core club
71%
citation concentration
May 2026
benchmark date

15 buyer prompts tested on GPT-4o — Benchfolk Index

The LVMH effect in LLMs

Why corporate groups dominate — and why it is not as durable an advantage as it appears.

01

Dedicated Wikidata teams

LVMH Maison & Maisons and Rémy Cointreau maintain dedicated digital heritage teams that systematically complete Wikidata entities for every brand. Hennessy's Wikidata entry has 35+ properties and sitelinks in 22 languages. Most independent houses have fewer than 5 properties.

02

Wikipedia PR infrastructure

Global groups benefit from broad, multilingual public documentation and long-running independent coverage. Wikipedia is one visible part of that information environment, but contributions must remain neutral, sourced and independent of promotional control.

03

Structured data budgets

Corporate groups implement Schema.org Winery, Organization, and Product markup at scale across all brand websites — a technical investment that signals clearly to GPTBot and PerplexityBot during their crawl cycles.

Top 10 cognac houses by AI citation

#HouseCitations /15
1
Rémy Martin
13/15
2
Hennessy
12/15
3
Martell
12/15
4
Courvoisier
10/15
5
Camus
9/15
6
Pierre Ferrand
5/15
7
Delamain
4/15
8
Frapin
4/15
9
Hine
1/15
10
Tesseron
1/15

GPT-4o · May 2026 · 15 curated buyer prompts · Benchfolk Index

Core club — cited in 67%+ of prompts
Rémy Martin — 13/15Hennessy — 12/15Martell — 12/15Courvoisier — 10/15Camus — 9/15

The opportunity for independents

The concentration of cognac AI visibility mirrors the industry's marketing spend concentration — but it is not inevitable. The mechanisms that give LVMH and Rémy Cointreau their LLM dominance are all replicable by independent houses with the right strategy.

Frapin sits at 4 citations out of 15 today. A complete Wikidata entity (currently sparse), a Wikipedia article in English (currently missing), and one well-placed profile in Decanter could realistically move Frapin to 7–9 citations within 6 months — closing half the gap to the top 4 without a single additional marketing euro.

This is the GEO thesis: structured data is the great equalizer. A 30,000-bottle independent house with a complete Wikidata entity, multi-language Wikipedia, and Schema.org markup can outrank a large négociant with poor structured data. Benchfolk measures the gap and delivers the agreed SEO, content, data or authority work.

Where does your cognac house stand in ChatGPT? The Benchfolk audit measures it in 5 minutes.

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Frequently asked questions

Why does Hennessy dominate ChatGPT cognac recommendations?▾

Hennessy appears in 12 out of 15 prompts in this dated Benchfolk sample. Its scale, global recognition, crawlable brand information and extensive independent coverage are all plausible contributors. The benchmark observes the result; it does not prove that one specific data source caused it.

Can independent cognac houses compete in AI visibility?▾

Independent houses can compete on questions where their style, origin or expertise is especially relevant. The practical work may include SEO, useful editorial pages, coherent public information and legitimate third-party coverage. Benchfolk does not promise a percentage improvement or a fixed timeline.

What drives LLM visibility for cognac brands?▾

Observed visibility reflects several interacting signals: relevance to the question, search visibility, crawlable and useful content, coherent entity information and credible independent sources. Wikidata, Wikipedia and Schema.org can help systems understand a house when used accurately, but none is a guaranteed ranking lever on its own.

Which LLMs does Benchfolk test for cognac brands?▾

The public Index tests ChatGPT, Claude, Perplexity and Gemini. Benchfolk documents provider and model changes because the same house may appear differently across systems and editions.

What is GEO for cognac brands?▾

GEO for cognac brands improves how clearly a house can be found, understood and cited in AI-generated answers. It complements SEO with answer-level monitoring, entity clarity, useful content and credible third-party evidence.

Explore related benchmarks

GEO Wine & Spirits benchmark (EN)→

All categories: champagne, cognac, whisky, Bordeaux

GEO Champagne brands (EN)→

60% concentration — the core club revealed

GEO Cognac (FR)→

Version française — LVMH vs indépendants

Multi-LLM benchmark May 2026→

ChatGPT vs Perplexity vs Claude

Free brand audit→

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