Roche Winery & Vineyards
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
19.26
AI Visibility Index
Limited AI visibility
This is a relative AI Visibility Index, not a quality rating. Competitors are appearing more often and more prominently across tracked AI discovery prompts.
6.67% appearance rate
AI Queries Appearing In
8
out of 50 tracked queries
Models Recommending You
3 / 3
Appearing across all 3 tracked AI models.
Typical Mention Position
Mentioned late
in AI responses
Your Rank
Bottom 50%
among Napa & Sonoma wineries
Visibility Gap
+56 points to top tier
score needed to reach top 10%
Query Coverage
8 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Trip-planning prompts
6.67% appearance across this discovery theme.
Biggest opportunity
Tasting experience
6.67% appearance suggests room to grow in this strategically important discovery theme.
Where you appear in AI search
Queries where AI models have recommended this winery — sorted by score
"These are the exact questions people ask AI when planning wine country visits. Appearing consistently in more of these drives real tasting room discovery."
Cross-region mentions occur when an AI model surfaces a winery in response to a region-specific prompt outside the winery’s home region. winesrch2 tracks these because they reflect how AI systems actually guide discovery; they do not imply the winery is physically located in that region.
| Query Text | AI Visibility Index | Appearance % | Consistency | Executions |
|---|---|---|---|---|
|
Which Sonoma wineries are close enough to visit in one day?
|
40.00
|
6.67% | Rare | 1 |
|
Which Sonoma wineries are flexible if I don’t want to book ahead?
|
40.00
|
6.67% | Rare | 1 |
|
What Sonoma wineries have the best combination of views and wine quality?
|
16.50
|
6.67% | Rare | 2 |
|
What Sonoma wineries are affordable but still high quality?
|
14.29
|
6.67% | Rare | 1 |
|
Which Sonoma wineries offer more educational tasting experiences?
|
13.33
|
6.67% | Rare | 1 |
|
What Sonoma wineries are great for a relaxed tasting experience?
|
13.00
|
6.67% | Rare | 1 |
|
What wineries are good stops between Napa and Sonoma?
|
13.00
|
6.67% | Rare | 2 |
|
Which Sonoma wineries should I visit for a weekend trip?
|
13.00
|
6.67% | Rare | 1 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| GPT |
18.31
|
0.09% | 4485 | Occasional |
| Gemini |
3.48
|
0.07% | 4476 | Occasional |
| Claude |
3.16
|
0.07% | 4484 | Occasional |
AI Visibility Trend
Daily AI Visibility Index by model across completed tracking batches. The dashed line shows the overall blended index.
Latest Overall Index
33.0
May 03
7-Day Overall Change
-27.0
Net change across the completed dates shown.
Best Overall Day
60.0
Apr 22
For winery owners and marketing teams
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