Silver Oak Cellars
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
41.56
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.
43.71% appearance rate
AI Queries Appearing In
46
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 50%
among Napa & Sonoma wineries
Visibility Gap
+33 points to top tier
score needed to reach top 10%
Query Coverage
46 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Trip-planning prompts
63.76% appearance across this discovery theme.
Biggest opportunity
Luxury collecting
22.02% 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 best known for Cabernet Sauvignon?
|
77.36
|
99.63% | Consistent | 18 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
69.34
|
74.07% | Occasional | 18 |
|
What are the best wineries to visit in Napa Valley right now?
|
67.37
|
82.91% | Consistent | 18 |
|
What wineries should I book in advance for a Napa weekend?
|
67.32
|
83.53% | Consistent | 18 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
67.03
|
80.37% | Consistent | 18 |
|
What are the best alternatives to Opus One in Napa?
|
61.22
|
71.11% | Occasional | 18 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
59.87
|
74.39% | Occasional | 18 |
|
What are the smartest winery stops for a short Napa trip?
|
59.35
|
71.85% | Occasional | 18 |
|
What wineries pair well together for a Napa tasting day?
|
59.05
|
70.00% | Occasional | 18 |
|
What wineries are good for couples traveling with older parents?
|
58.66
|
68.52% | Occasional | 18 |
|
Which wineries are best to visit early in the day vs later in the day?
|
54.62
|
64.07% | Occasional | 18 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
54.27
|
68.68% | Occasional | 18 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
53.14
|
67.06% | Occasional | 17 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
49.25
|
60.74% | Occasional | 18 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
46.97
|
57.04% | Occasional | 18 |
|
Which Sonoma wineries are close enough to visit in one day?
Cross-region AI mention
|
46.29
|
21.85% | Rare | 18 |
|
What are the best Napa wineries for someone new to wine?
|
45.68
|
55.93% | Occasional | 18 |
|
What wineries are easy to visit without a strict schedule?
|
42.31
|
47.04% | Rare | 18 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
40.84
|
31.11% | Rare | 18 |
|
What are the best wineries to visit in Sonoma County?
Cross-region AI mention
|
38.93
|
37.78% | Rare | 18 |
|
Which wineries are best for a girls trip or weekend getaway?
|
34.63
|
34.07% | Rare | 18 |
|
Which wineries are best for a group trip with mixed ages?
|
34.63
|
35.18% | Rare | 18 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
31.65
|
31.85% | Rare | 18 |
|
What wineries are good if not everyone in the group is into wine?
|
30.53
|
21.18% | Rare | 17 |
|
Which Napa wineries offer the best value for the experience?
|
30.23
|
27.41% | Rare | 18 |
|
What wineries in Napa are good for walk-ins?
|
29.13
|
27.81% | Rare | 18 |
|
Which wineries in Napa are not intimidating for beginners?
|
29.10
|
25.93% | Rare | 18 |
|
What wineries are easiest for a casual, relaxed first visit?
|
28.88
|
24.82% | Rare | 18 |
|
Which Napa wineries are most respected by serious wine collectors?
|
28.76
|
33.33% | Rare | 18 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
27.76
|
19.22% | Rare | 17 |
|
Which Sonoma wineries should I visit for a weekend trip?
Cross-region AI mention
|
27.29
|
19.22% | Rare | 17 |
|
What wineries are good for a casual group tasting experience?
|
26.52
|
16.86% | Rare | 17 |
|
What are the best Napa wineries under $50 for tastings?
|
23.79
|
16.08% | Rare | 17 |
|
Which Sonoma wineries overdeliver on both wine and experience?
Cross-region AI mention
|
20.20
|
12.56% | Rare | 13 |
|
Which Sonoma wineries offer more educational tasting experiences?
Cross-region AI mention
|
19.62
|
14.58% | Rare | 16 |
|
What Sonoma wineries are great for a relaxed tasting experience?
Cross-region AI mention
|
19.17
|
6.67% | Rare | 2 |
|
What Sonoma wineries have the best combination of views and wine quality?
Cross-region AI mention
|
18.15
|
10.00% | Rare | 14 |
|
Which Napa wineries don’t require reservations?
|
17.67
|
11.11% | Rare | 12 |
|
Which wineries are good for people just getting into wine tasting?
|
16.82
|
10.67% | Rare | 15 |
|
What wineries are good stops between Napa and Sonoma?
|
15.98
|
10.00% | Rare | 2 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
15.56
|
6.67% | Rare | 6 |
|
What Sonoma producers should collectors pay attention to?
Cross-region AI mention
|
14.93
|
7.41% | Rare | 9 |
|
Which wineries have the most age-worthy wines to taste and buy?
|
14.75
|
10.00% | Rare | 6 |
|
What Sonoma wineries are best for a scenic day of tastings?
Cross-region AI mention
|
13.54
|
6.67% | Rare | 3 |
|
What are some underrated Napa wineries that are still worth visiting?
|
13.33
|
6.67% | Rare | 1 |
|
Which Sonoma wineries are flexible if I don’t want to book ahead?
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 |
|---|---|---|---|---|
| Claude |
42.30
|
49.11% | 4484 | Occasional |
| GPT |
33.63
|
39.04% | 4485 | Occasional |
| Gemini |
13.71
|
12.35% | 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
57.24
May 05
7-Day Overall Change
-1.01
Net change across the completed dates shown.
Best Overall Day
60.2
May 01
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