Screaming Eagle
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
45.53
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.
35.77% appearance rate
AI Queries Appearing In
22
out of 50 tracked queries
Models Recommending You
3 / 3
Appearing across all 3 tracked AI models.
Typical Mention Position
Mentioned mid-list
in AI responses
Your Rank
Top 40%
among Napa & Sonoma wineries
Visibility Gap
+29 points to top tier
score needed to reach top 10%
Query Coverage
22 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Luxury collecting
65.76% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
18.44% 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 Napa wineries are most respected by serious wine collectors?
|
99.11
|
100.00% | Consistent | 18 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
75.51
|
72.59% | Occasional | 18 |
|
What are the best alternatives to Opus One in Napa?
|
59.41
|
40.37% | Rare | 18 |
|
Which wineries have the most age-worthy wines to taste and buy?
|
49.36
|
57.41% | Occasional | 18 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
40.12
|
34.81% | Rare | 18 |
|
What Sonoma wineries have the best combination of views and wine quality?
Cross-region AI mention
|
40.00
|
6.67% | Rare | 1 |
|
What wineries should I book in advance for a Napa weekend?
|
37.78
|
30.23% | Rare | 18 |
|
What Sonoma producers should collectors pay attention to?
Cross-region AI mention
|
37.42
|
7.50% | Rare | 8 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
36.67
|
7.50% | Rare | 8 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
35.33
|
22.22% | Rare | 18 |
|
Which wineries are best to visit early in the day vs later in the day?
|
31.59
|
18.33% | Rare | 16 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
30.63
|
8.34% | Rare | 4 |
|
What are the best wineries to visit in Napa Valley right now?
|
28.99
|
14.92% | Rare | 18 |
|
What wineries pair well together for a Napa tasting day?
|
21.81
|
7.78% | Rare | 6 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
17.14
|
7.28% | Rare | 11 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
14.29
|
6.67% | Rare | 1 |
|
What wineries are good stops between Napa and Sonoma?
|
13.75
|
6.67% | Rare | 1 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
13.24
|
7.14% | Rare | 1 |
|
What wineries in Napa are good for walk-ins?
|
13.00
|
6.67% | Rare | 1 |
|
Which Napa wineries don’t require reservations?
|
13.00
|
6.67% | Rare | 1 |
|
Which Napa wineries offer the best value for the experience?
|
13.00
|
6.67% | Rare | 1 |
|
Which wineries are best for a girls trip or weekend getaway?
|
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 |
28.16
|
4.38% | 4476 | Occasional |
| Claude |
27.72
|
14.96% | 4484 | Occasional |
| GPT |
22.00
|
5.73% | 4485 | 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
65.23
May 05
7-Day Overall Change
-2.84
Net change across the completed dates shown.
Best Overall Day
81.14
May 04
For winery owners and marketing teams
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