Opus One
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
57.51
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
35
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
+17 points to top tier
score needed to reach top 10%
Query Coverage
35 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Trip-planning prompts
73.77% appearance across this discovery theme.
Biggest opportunity
First-time visitor discovery
36.80% 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 |
|---|---|---|---|---|
|
What wineries should I book in advance for a Napa weekend?
|
97.01
|
99.63% | Consistent | 18 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
92.13
|
99.26% | Consistent | 18 |
|
What are the best wineries to visit in Napa Valley right now?
|
91.26
|
96.67% | Consistent | 18 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
85.53
|
78.89% | Occasional | 18 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
83.21
|
91.11% | Consistent | 18 |
|
What wineries pair well together for a Napa tasting day?
|
82.95
|
87.78% | Consistent | 18 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
82.07
|
86.61% | Consistent | 18 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
73.10
|
89.26% | Consistent | 18 |
|
Which Napa wineries are most respected by serious wine collectors?
|
72.03
|
87.78% | Consistent | 18 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
69.65
|
80.00% | Consistent | 17 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
68.11
|
50.74% | Occasional | 18 |
|
What are the smartest winery stops for a short Napa trip?
|
67.18
|
71.48% | Occasional | 18 |
|
Which wineries are best to visit early in the day vs later in the day?
|
66.84
|
57.04% | Occasional | 18 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
66.58
|
68.33% | Occasional | 18 |
|
What wineries are good for couples traveling with older parents?
|
54.18
|
36.29% | Rare | 18 |
|
Which wineries have the most age-worthy wines to taste and buy?
|
53.43
|
64.82% | Occasional | 18 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
35.42
|
10.00% | Rare | 4 |
|
What are the best Napa wineries for someone new to wine?
|
30.76
|
28.89% | Rare | 18 |
|
Which Sonoma wineries should I visit for a weekend trip?
Cross-region AI mention
|
30.51
|
7.78% | Rare | 6 |
|
Which wineries are best for a group trip with mixed ages?
|
29.43
|
27.41% | Rare | 18 |
|
What Sonoma wineries have the best combination of views and wine quality?
Cross-region AI mention
|
25.00
|
6.67% | Rare | 1 |
|
What wineries are good for a casual group tasting experience?
|
25.00
|
6.67% | Rare | 2 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
25.00
|
6.67% | Rare | 1 |
|
What are the best wineries to visit in Sonoma County?
Cross-region AI mention
|
23.38
|
9.45% | Rare | 12 |
|
What wineries are easy to visit without a strict schedule?
|
21.84
|
18.52% | Rare | 18 |
|
Which wineries are best for a girls trip or weekend getaway?
|
19.14
|
15.00% | Rare | 16 |
|
Which Napa wineries don’t require reservations?
|
19.13
|
10.00% | Rare | 2 |
|
What wineries in Napa are good for walk-ins?
|
17.10
|
11.70% | Rare | 16 |
|
Which wineries in Napa are not intimidating for beginners?
|
16.90
|
10.00% | Rare | 4 |
|
What wineries are good if not everyone in the group is into wine?
|
16.07
|
7.88% | Rare | 11 |
|
What wineries are good stops between Napa and Sonoma?
|
14.29
|
6.67% | Rare | 1 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
14.29
|
6.67% | Rare | 4 |
|
What are the best Napa wineries under $50 for tastings?
|
13.92
|
6.67% | Rare | 5 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.27
|
6.67% | Rare | 4 |
|
Which Napa wineries offer the best value for the experience?
|
13.22
|
6.67% | Rare | 3 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| Claude |
46.95
|
38.22% | 4484 | Occasional |
| GPT |
31.51
|
25.55% | 4485 | Occasional |
| Gemini |
26.93
|
18.43% | 4476 | 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
71.43
May 05
7-Day Overall Change
-0.39
Net change across the completed dates shown.
Best Overall Day
73.87
May 02
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