Sebastiani Vineyards & Winery
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
21.55
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.
13.76% appearance rate
AI Queries Appearing In
17
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
+53 points to top tier
score needed to reach top 10%
Query Coverage
17 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Walk-in flexibility
19.05% appearance across this discovery theme.
Biggest opportunity
Tasting experience
8.05% 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 flexible if I don’t want to book ahead?
|
34.41
|
25.19% | Rare | 18 |
|
Which Sonoma wineries are close enough to visit in one day?
|
24.79
|
16.08% | Rare | 17 |
|
What Sonoma wineries are affordable but still high quality?
|
24.72
|
20.00% | Rare | 18 |
|
What Sonoma wineries are great for a relaxed tasting experience?
|
18.40
|
10.00% | Rare | 6 |
|
Which Sonoma wineries should I visit for a weekend trip?
|
17.49
|
8.34% | Rare | 8 |
|
What Sonoma wineries are best for a scenic day of tastings?
|
16.88
|
6.67% | Rare | 2 |
|
What are the best wineries to visit in Sonoma County?
|
16.06
|
7.34% | Rare | 10 |
|
Which wineries are good for people just getting into wine tasting?
|
15.15
|
6.67% | Rare | 2 |
|
Which Napa wineries are similar to Caymus but less expensive?
Cross-region AI mention
|
14.95
|
6.67% | Rare | 4 |
|
What wineries are easy to visit without a strict schedule?
|
14.92
|
8.15% | Rare | 9 |
|
Which Sonoma wineries offer more educational tasting experiences?
|
14.50
|
6.67% | Rare | 3 |
|
Which wineries are best for a group trip with mixed ages?
|
14.44
|
6.67% | Rare | 4 |
|
What Sonoma wineries have the best combination of views and wine quality?
|
14.00
|
6.67% | Rare | 2 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
13.81
|
6.67% | Rare | 2 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.51
|
6.67% | Rare | 4 |
|
What are some underrated wineries in Sonoma that are worth visiting?
|
13.33
|
6.67% | Rare | 1 |
|
Which Napa wineries don’t require reservations?
Cross-region AI mention
|
13.33
|
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 |
11.63
|
2.57% | 4476 | Occasional |
| GPT |
8.46
|
2.07% | 4485 | Occasional |
| Claude |
6.80
|
1.87% | 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
48.45
May 05
7-Day Overall Change
+5.77
Net change across the completed dates shown.
Best Overall Day
50.16
May 03
For winery owners and marketing teams
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