Kistler Vineyards
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
33.66
AI Visibility Index
Emerging AI visibility
This is a relative AI Visibility Index, not a quality rating. The winery is surfacing in some tracked AI discovery prompts, but visibility remains uneven.
18.87% appearance rate
AI Queries Appearing In
9
out of 50 tracked queries
Models Recommending You
2 / 3
Appearing in 2 of 3 tracked AI models.
Typical Mention Position
Mentioned mid-list
in AI responses
Your Rank
Top 50%
among Napa & Sonoma wineries
Visibility Gap
+41 points to top tier
score needed to reach top 10%
Query Coverage
9 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Tasting experience
17.30% appearance across this discovery theme.
Biggest opportunity
More coverage needed
This winery is still building enough category-level coverage to call out a clear missed opportunity.
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 |
|---|---|---|---|---|
|
What Sonoma producers should collectors pay attention to?
|
46.06
|
28.89% | Rare | 18 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
35.10
|
28.15% | Rare | 18 |
|
What Sonoma wineries have the best combination of views and wine quality?
|
34.17
|
6.67% | Rare | 6 |
|
What are the best wineries to visit in Sonoma County?
|
32.50
|
6.67% | Rare | 2 |
|
Which Sonoma wineries are best known for Pinot Noir?
|
32.00
|
6.67% | Rare | 3 |
|
Which Sonoma wineries should I visit for a weekend trip?
|
25.00
|
6.67% | Rare | 1 |
|
Which Sonoma wineries overdeliver on both wine and experience?
|
23.91
|
7.34% | Rare | 10 |
|
Which Sonoma wineries feel more authentic and less touristy?
|
13.97
|
6.67% | Rare | 6 |
|
Which Sonoma wineries offer more educational tasting experiences?
|
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 |
21.53
|
1.45% | 4485 | Occasional |
| Gemini |
14.67
|
3.19% | 4476 | Occasional |
| Claude |
0.00
|
0.00% | 4484 | Not appearing |
AI Visibility Trend
Daily AI Visibility Index by model across completed tracking batches. The dashed line shows the overall blended index.
Latest Overall Index
64.42
May 05
7-Day Overall Change
+10.45
Net change across the completed dates shown.
Best Overall Day
64.42
May 05
For winery owners and marketing teams
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