Live Rankings
AI Visibility Leaderboard
Tracked daily across Napa and Sonoma winery discovery prompts.
Tracked Prompts
50
tracked discovery prompts
Latest AI Responses
750
latest completed run
Models Tracked
3
ChatGPT, Claude, Gemini
Public Rankings
Top 20
current public list
Current AI Visibility Rankings
The AI Visibility Index blends visibility strength with prompt coverage across applicable tracked prompts.
Core 50 is Winesrch's fixed panel of 50 Napa and Sonoma winery-discovery prompts. Each tracked prompt is run 5 times per model daily to reduce one-off answer variance.
Current rankings are based on the locked Core 50 Napa and Sonoma discovery prompt panel. Public trend history begins with the first completed run under this panel. Scores are calculated against each winery’s applicable regional discovery prompt set.
Established 25+ scored appearances
Building 5–24 scored appearances
Thin sample Fewer than 5 scored appearances
51.79
AI Visibility Index
Napa
Avg Weekly Mentions
1,550
7-Day Trend
-1.60 pts
42.67
AI Visibility Index
Napa
Avg Weekly Mentions
1,102
7-Day Trend
-3.71 pts
41.79
AI Visibility Index
Napa
Avg Weekly Mentions
1,191
7-Day Trend
-2.96 pts
40.70
AI Visibility Index
Sonoma
Avg Weekly Mentions
1,158
7-Day Trend
-1.45 pts
#5
39.98
AI Visibility Index
Napa
Avg Weekly Mentions
932
7-Day Trend
-1.75 pts
39.94
AI Visibility Index
Napa
Avg Weekly Mentions
1,028
7-Day Trend
+2.49 pts
39.51
AI Visibility Index
Napa
Avg Weekly Mentions
1,190
7-Day Trend
+0.72 pts
38.19
AI Visibility Index
Napa
Avg Weekly Mentions
987
7-Day Trend
-5.46 pts
36.68
AI Visibility Index
Sonoma
Avg Weekly Mentions
868
7-Day Trend
-4.21 pts
35.41
AI Visibility Index
Napa
Avg Weekly Mentions
892
7-Day Trend
+2.98 pts
#11
34.49
AI Visibility Index
Sonoma
Avg Weekly Mentions
666
7-Day Trend
+0.33 pts
32.31
AI Visibility Index
Sonoma
Avg Weekly Mentions
791
7-Day Trend
+2.62 pts
31.75
AI Visibility Index
Sonoma
Avg Weekly Mentions
677
7-Day Trend
+0.69 pts
31.55
AI Visibility Index
Sonoma
Avg Weekly Mentions
738
7-Day Trend
-4.19 pts
30.41
AI Visibility Index
Sonoma
Avg Weekly Mentions
712
7-Day Trend
+1.87 pts
#16
30.19
AI Visibility Index
Napa
Avg Weekly Mentions
503
7-Day Trend
-4.04 pts
29.81
AI Visibility Index
Napa
Avg Weekly Mentions
706
7-Day Trend
-3.54 pts
#18
28.41
AI Visibility Index
Napa
Avg Weekly Mentions
201
7-Day Trend
+1.37 pts
#19
28.19
AI Visibility Index
Napa
Avg Weekly Mentions
548
7-Day Trend
-1.51 pts
27.76
AI Visibility Index
Sonoma
Avg Weekly Mentions
531
7-Day Trend
+1.97 pts
| Rank | Winery | Region | AI Visibility Index | Avg Weekly Mentions | Prompt-Level Coverage | 7-Day Trend |
|---|---|---|---|---|---|---|
| 1 | Castello di Amorosa | Napa |
51.79
|
1,550 | 100% | -1.60 pts |
| 2 | Robert Mondavi Winery | Napa |
42.67
|
1,102 | 97.1% | -3.71 pts |
| 3 | V Sattui Winery | Napa |
41.79
|
1,191 | 100% | -2.96 pts |
| 4 | Benziger Family Winery | Sonoma |
40.70
|
1,158 | 97.1% | -1.45 pts |
| 5 | Opus One | Napa |
39.98
|
932 | 97.1% | -1.75 pts |
| 6 | Domaine Carneros | Napa |
39.94
|
1,028 | 97.1% | +2.49 pts |
| 7 | Beringer Vineyards | Napa |
39.51
|
1,190 | 100% | +0.72 pts |
| 8 | Stag's Leap Wine Cellars | Napa |
38.19
|
987 | 100% | -5.46 pts |
| 9 | Gundlach Bundschu Winery | Sonoma |
36.68
|
868 | 91.4% | -4.21 pts |
| 10 | Silver Oak Cellars | Napa |
35.41
|
892 | 100% | +2.98 pts |
| 11 | Scribe Winery | Sonoma |
34.49
|
666 | 100% | +0.33 pts |
| 12 | Cline Family Cellars | Sonoma |
32.31
|
791 | 94.3% | +2.62 pts |
| 13 | St. Francis Winery & Vineyards | Sonoma |
31.75
|
677 | 91.4% | +0.69 pts |
| 14 | Jordan Vineyard & Winery | Sonoma |
31.55
|
738 | 97.1% | -4.19 pts |
| 15 | Buena Vista Winery | Sonoma |
30.41
|
712 | 100% | +1.87 pts |
| 16 | Caymus Vineyards | Napa |
30.19
|
503 | 100% | -4.04 pts |
| 17 | Chateau Montelena Winery | Napa |
29.81
|
706 | 100% | -3.54 pts |
| 18 | Harlan Estate | Napa |
28.41
|
201 | 57.1% | +1.37 pts |
| 19 | Chandon | Napa |
28.19
|
548 | 100% | -1.51 pts |
| 20 | Francis Ford Coppola Winery | Sonoma |
27.76
|
531 | 91.4% | +1.97 pts |
Discovery Landscape
Prompt Reach shows how broadly a winery appears across relevant discovery questions. Visibility Strength shows how strongly it tends to be recommended when it appears.
Castello di Amorosa
Napa · Rank #1
AVI 51.79 · Reach 100% · Strength 51.79
7-day change: -1.60
View winery profile →
Robert Mondavi Winery
Napa · Rank #2
AVI 42.67 · Reach 97.1% · Strength 42.67
7-day change: -3.71
View winery profile →
Opus One
Napa · Rank #5
AVI 39.98 · Reach 97.1% · Strength 39.98
7-day change: -1.75
View winery profile →
Jordan Vineyard & Winery
Sonoma · Rank #14
AVI 31.55 · Reach 97.1% · Strength 31.55
7-day change: -4.19
View winery profile →
Chateau Montelena Winery
Napa · Rank #17
AVI 29.81 · Reach 100% · Strength 29.81
7-day change: -3.54
View winery profile →
Dominus Estate
Napa · Rank #47
AVI 21.71 · Reach 37.1% · Strength 23.90
7-day change: -0.10
View winery profile →
Colgin Cellars
Napa · Rank #221
AVI 15.62 · Reach 25.7% · Strength 20.66
7-day change: -1.03
View winery profile →
Arnot-Roberts
Sonoma · Rank #79
AVI 19.49 · Reach 42.9% · Strength 19.97
7-day change: -2.41
View winery profile →
Larkmead Vineyards
Napa · Rank #66
AVI 20.02 · Reach 42.9% · Strength 20.51
7-day change: +0.68
View winery profile →
Sonoma-Cutrer Vineyards
Sonoma · Rank #196
AVI 16.20 · Reach 94.3% · Strength 16.20
View winery profile →
Merry Edwards Winery
Sonoma · Rank #189
AVI 16.29 · Reach 97.1% · Strength 16.29
7-day change: -3.71
View winery profile →
Frank Family Vineyards
Napa · Rank #181
AVI 16.47 · Reach 97.1% · Strength 16.47
7-day change: +0.79
View winery profile →
La Crema
Sonoma · Rank #232
AVI 15.23 · Reach 88.6% · Strength 15.23
7-day change: -0.79
View winery profile →
Diamond Creek Vineyards
Napa · Rank #341
AVI 11.03 · Reach 20% · Strength 16.54
View winery profile →
Peter Michael Winery
Sonoma · Rank #356
AVI 10.53 · Reach 17.1% · Strength 17.06
View winery profile →
Spring Mountain Vineyard
Napa · Rank #209
AVI 15.94 · Reach 48.6% · Strength 15.94
View winery profile →
Mauritson Family Winery
Sonoma · Rank #166
AVI 16.75 · Reach 45.7% · Strength 16.75
7-day change: +0.02
View winery profile →
Groth Vineyards & Winery
Napa · Rank #281
AVI 13.66 · Reach 42.9% · Strength 13.99
View winery profile →
Alpha Omega Winery
Napa · Rank #146
AVI 17.26 · Reach 88.6% · Strength 17.26
7-day change: -0.46
View winery profile →
Chappellet Winery
Napa · Rank #55
AVI 20.93 · Reach 62.9% · Strength 20.93
7-day change: +1.25
View winery profile →
Cuvaison Winery
Napa · Rank #173
AVI 16.67 · Reach 82.9% · Strength 16.67
7-day change: +4.84
View winery profile →
Dutton-Goldfield Winery
Sonoma · Rank #90
AVI 19.00 · Reach 71.4% · Strength 19.00
7-day change: -0.53
View winery profile →
Domaine Carneros
Napa · Rank #6
AVI 39.94 · Reach 97.1% · Strength 39.94
7-day change: +2.49
View winery profile →
Focused Standouts
AI Leaders
Emerging Visibility
Broad Presence
How the AI Visibility Index works
The AI Visibility Index is a relative score, not a quality rating. It blends visibility strength with prompt coverage across applicable tracked prompts, while also reflecting how consistently a winery appears across ChatGPT, Claude, and Gemini and how prominently it is positioned in AI-generated recommendations.
Current rankings are based on the locked Core 50 Napa and Sonoma discovery prompt panel. Public trend history begins with the first completed run under this panel. Scores are calculated against each winery’s applicable regional discovery prompt set.
Mention Frequency
How often a winery appears in tracked AI answers.
Model Coverage
Whether it appears across ChatGPT, Claude, and Gemini.
Position Quality
How prominently it appears when mentioned in AI-generated winery lists.
Leaderboard rankings reflect ChatGPT, Claude, and Gemini Core 50 tracking. Google AI Overview is tracked separately on a weekly cadence and is not included in the AI Visibility Index. Custom Tracking prompts are private to each winery and never affect public scores or rankings.
Claiming a winery unlocks private analysis. It does not change public scores, rankings, or leaderboard position, and rankings cannot be purchased.
NEXT STEP
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