Castello di Amorosa
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
55.09
AI Visibility Index
Strong AI visibility
This is a relative AI Visibility Index, not a quality rating. A score in this range can still reflect strong visibility in a competitive winery discovery set.
56.82% appearance rate
AI Queries Appearing In
42
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
Top 40%
among Napa & Sonoma wineries
Visibility Gap
+20 points to top tier
score needed to reach top 10%
Query Coverage
42 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
First-time visitor discovery
82.04% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
58.50% 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 known for great hospitality and beautiful settings?
|
89.74
|
98.89% | Consistent | 18 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
86.47
|
95.18% | Consistent | 18 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
81.26
|
97.41% | Consistent | 18 |
|
What wineries in Napa are good for walk-ins?
|
80.91
|
97.78% | Consistent | 18 |
|
What are the best Napa wineries for someone new to wine?
|
79.04
|
97.78% | Consistent | 18 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
75.74
|
91.82% | Consistent | 18 |
|
Which wineries in Napa are not intimidating for beginners?
|
74.99
|
84.82% | Consistent | 18 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
74.01
|
85.88% | Consistent | 17 |
|
Which wineries are best for a girls trip or weekend getaway?
|
73.95
|
78.52% | Occasional | 18 |
|
What are the best Napa wineries under $50 for tastings?
|
73.08
|
79.26% | Occasional | 18 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
72.87
|
75.56% | Occasional | 18 |
|
What are the smartest winery stops for a short Napa trip?
|
71.78
|
85.18% | Consistent | 18 |
|
What are the best wineries to visit in Napa Valley right now?
|
70.12
|
85.11% | Consistent | 18 |
|
What wineries should I book in advance for a Napa weekend?
|
68.42
|
84.76% | Consistent | 18 |
|
Which Napa wineries don’t require reservations?
|
67.18
|
74.82% | Occasional | 18 |
|
Which Napa wineries offer the best value for the experience?
|
64.71
|
61.11% | Occasional | 18 |
|
What wineries are easy to visit without a strict schedule?
|
61.78
|
63.70% | Occasional | 18 |
|
Which wineries are best for a group trip with mixed ages?
|
60.79
|
55.56% | Occasional | 18 |
|
What wineries are good if not everyone in the group is into wine?
|
59.40
|
48.15% | Rare | 18 |
|
Which wineries are best to visit early in the day vs later in the day?
|
59.39
|
64.44% | Occasional | 18 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
55.98
|
61.11% | Occasional | 18 |
|
What wineries are good for couples traveling with older parents?
|
55.70
|
54.82% | Occasional | 18 |
|
What wineries pair well together for a Napa tasting day?
|
42.54
|
47.41% | Rare | 18 |
|
What wineries are good for a casual group tasting experience?
|
41.14
|
32.59% | Rare | 18 |
|
What Sonoma wineries have the best combination of views and wine quality?
Cross-region AI mention
|
40.21
|
14.07% | Rare | 18 |
|
What Sonoma wineries are best for a scenic day of tastings?
Cross-region AI mention
|
36.00
|
6.67% | Rare | 5 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
34.98
|
35.55% | Rare | 18 |
|
What wineries are easiest for a casual, relaxed first visit?
|
34.96
|
29.26% | Rare | 18 |
|
What wineries are good stops between Napa and Sonoma?
|
30.48
|
8.15% | Rare | 9 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
28.65
|
25.49% | Rare | 17 |
|
Which wineries are good for people just getting into wine tasting?
|
26.05
|
15.72% | Rare | 14 |
|
What are the best wineries to visit in Sonoma County?
Cross-region AI mention
|
25.27
|
9.09% | Rare | 11 |
|
What are the best alternatives to Opus One in Napa?
|
22.92
|
25.19% | Rare | 18 |
|
Which Sonoma wineries should I visit for a weekend trip?
Cross-region AI mention
|
22.89
|
6.67% | Rare | 9 |
|
Which Sonoma wineries are close enough to visit in one day?
Cross-region AI mention
|
22.59
|
7.41% | Rare | 9 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
16.94
|
13.33% | Rare | 16 |
|
What are some underrated Napa wineries that are still worth visiting?
|
16.64
|
10.37% | Rare | 9 |
|
Which Napa wineries are most respected by serious wine collectors?
|
16.20
|
12.44% | Rare | 15 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
15.17
|
8.57% | Rare | 7 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
14.29
|
6.67% | Rare | 1 |
|
Which Sonoma wineries overdeliver on both wine and experience?
Cross-region AI mention
|
14.22
|
6.67% | Rare | 3 |
|
Which Sonoma wineries offer more educational tasting experiences?
Cross-region AI mention
|
13.65
|
6.67% | Rare | 2 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| Claude |
48.63
|
52.72% | 4484 | Active |
| Gemini |
38.73
|
36.86% | 4476 | Occasional |
| GPT |
31.34
|
30.21% | 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
68.85
May 05
7-Day Overall Change
-0.18
Net change across the completed dates shown.
Best Overall Day
70.3
May 02
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