AIRI-Wine industry standard · 26 July 2026 · 7 min
AIRI-Wine France: prestige beats technology — for now
Romanée-Conti leads the AI recommendations with a technically weak website. What the benchmark of the 20 largest French domaines shows.
Photo: Pexels
France confirms one assumption — and refutes another. Confirmed: prestige beats technology. Domaine de la Romanée-Conti leads on 42% visibility, although its website reaches only AIRI 35/100. Refuted: that this holds for everyone. From the middle of the field onwards, visibility correlates clearly with machine readability.
The technical leader is Gérard Bertrand (87/100) — southern France’s largest estate is visibly investing in AI readability. But the industry average of 13% shows that even the world’s most famous domaines are absent from the majority of buying-advice answers.
The ranking
The first two columns show the outcome — how often AI names the estate. The last two show the website side — how well AI systems can read it. The two measurements are independent and often diverge; that divergence is the finding.
| # | Winery | AI visibility | Mentions | AIRI | AIRI rating |
|---|---|---|---|---|---|
| 1 | Domaine de la Romanée-Conti | 42% | 15/36 | 35/100 | Poor |
| 2 | Château Margaux | 33% | 12/36 | 63/100 | Good |
| 3 | Domaines Barons de Rothschild Lafite | 22% | 8/36 | 73/100 | Good |
| 4 | Famille Perrin | 22% | 8/36 | 74/100 | Good |
| 5 | Maison Trimbach | 19% | 7/36 | 87/100 | Excellent |
| 6 | Château Latour | 14% | 5/36 | 53/100 | Moderate |
| 7 | E. Guigal | 14% | 5/36 | 66/100 | Good |
| 8 | Baron Philippe de Rothschild | 11% | 4/36 | 49/100 | Moderate |
| 9 | Maison Joseph Drouhin | 11% | 4/36 | 84/100 | Excellent |
| 10 | Château Haut-Brion | 11% | 4/36 | 69/100 | Good |
| 11 | Château Cheval Blanc | 11% | 4/36 | 76/100 | Good |
| 12 | Gérard Bertrand | 8% | 3/36 | 87/100 | Excellent |
| 13 | M. Chapoutier | 8% | 3/36 | 12/100 | Critical |
| 14 | Château d’Yquem | 8% | 3/36 | 58/100 | Moderate |
| 15 | Famille Hugel | 6% | 2/36 | 1/100 | Critical |
| 16 | Bouchard Père & Fils | 6% | 2/36 | 45/100 | Moderate |
| 17 | Bernard Magrez | 3% | 1/36 | 71/100 | Good |
| 18 | Maison Louis Latour | 3% | 1/36 | 43/100 | Moderate |
| 19 | Paul Jaboulet Aîné | 3% | 1/36 | 73/100 | Good |
| 20 | Maison Louis Jadot | 3% | 1/36 | 38/100 | Poor |
AIRI rating by score: Excellent from 80, Good 60–79, Moderate 40–59, Poor 20–39, Critical below 20.
What the AIRI dimensions show
| AIRI dimension | Panel avg. |
|---|---|
| LLM instructions (llms.txt) | 18/100 |
| Structured data | 49/100 |
| Freshness | 59/100 |
| Content quality | 72/100 |
| Technical basis | 75/100 |
| AI crawler access (robots.txt) | 75/100 |
| Crawlability | 76/100 |
| Brand clarity | 83/100 |
At 49/100, France has the best structured-data average of the five countries — the great houses invest in schema.org markup. On llms.txt (18/100) it looks like everywhere else: the newest and cheapest measure is the least implemented.
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