J Pedroncelli Winery
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
29.0
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.
12.94% appearance rate
AI Queries Appearing In
4
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
Bottom 50%
among Napa & Sonoma wineries
Visibility Gap
+46 points to top tier
score needed to reach top 10%
Query Coverage
4 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Tasting experience
10.88% 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 wineries are affordable but still high quality?
|
39.44
|
15.56% | Rare | 15 |
|
What are some underrated wineries in Sonoma that are worth visiting?
|
21.43
|
11.90% | Rare | 14 |
|
Which Sonoma wineries feel more authentic and less touristy?
|
20.37
|
8.34% | Rare | 4 |
|
Which Sonoma wineries overdeliver on both wine and experience?
|
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 |
|---|---|---|---|---|
| Gemini |
18.77
|
1.41% | 4476 | Occasional |
| Claude |
3.41
|
0.07% | 4484 | Occasional |
| GPT |
0.00
|
0.00% | 4485 | 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
53.77
May 05
7-Day Overall Change
+6.02
Net change across the completed dates shown.
Best Overall Day
63.42
Apr 30
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