Stag's Leap Wine Cellars
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
48.51
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.
52.07% 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 late
in AI responses
Your Rank
Top 40%
among Napa & Sonoma wineries
Visibility Gap
+26 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
73.66% appearance across this discovery theme.
Biggest opportunity
First-time visitor discovery
42.35% 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?
|
79.35
|
100.00% | Consistent | 18 |
|
What are the best wineries to visit in Napa Valley right now?
|
74.50
|
95.13% | Consistent | 18 |
|
What are the smartest winery stops for a short Napa trip?
|
73.14
|
92.96% | Consistent | 18 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
70.78
|
89.97% | Consistent | 18 |
|
What wineries pair well together for a Napa tasting day?
|
69.22
|
77.04% | Occasional | 18 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
68.69
|
85.49% | Consistent | 17 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
68.17
|
58.15% | Occasional | 18 |
|
What are the best alternatives to Opus One in Napa?
|
67.77
|
79.63% | Occasional | 18 |
|
What wineries should I book in advance for a Napa weekend?
|
67.58
|
84.64% | Consistent | 18 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
65.92
|
81.74% | Consistent | 18 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
61.01
|
70.74% | Occasional | 18 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
60.22
|
65.93% | Occasional | 18 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
59.46
|
45.93% | Rare | 18 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
56.36
|
57.04% | Occasional | 18 |
|
Which wineries are best to visit early in the day vs later in the day?
|
54.81
|
62.22% | Occasional | 18 |
|
What wineries are good for couples traveling with older parents?
|
54.24
|
58.89% | Occasional | 18 |
|
Which Napa wineries are most respected by serious wine collectors?
|
49.67
|
63.71% | Occasional | 18 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
41.78
|
44.07% | Rare | 18 |
|
What are the best Napa wineries for someone new to wine?
|
36.22
|
32.22% | Rare | 18 |
|
Which Napa wineries offer the best value for the experience?
|
32.68
|
27.41% | Rare | 18 |
|
What wineries are easy to visit without a strict schedule?
|
32.37
|
24.82% | Rare | 18 |
|
What are some underrated Napa wineries that are still worth visiting?
|
30.45
|
21.67% | Rare | 16 |
|
What are the best Napa wineries under $50 for tastings?
|
26.95
|
22.96% | Rare | 18 |
|
Which wineries are best for a girls trip or weekend getaway?
|
23.34
|
18.15% | Rare | 18 |
|
What wineries are easiest for a casual, relaxed first visit?
|
19.86
|
14.22% | Rare | 15 |
|
Which wineries in Napa are not intimidating for beginners?
|
19.58
|
17.65% | Rare | 17 |
|
What wineries are good stops between Napa and Sonoma?
|
18.98
|
7.62% | Rare | 7 |
|
What wineries in Napa are good for walk-ins?
|
18.18
|
14.28% | Rare | 14 |
|
What wineries are good if not everyone in the group is into wine?
|
17.54
|
6.67% | Rare | 3 |
|
Which wineries are best for a group trip with mixed ages?
|
17.16
|
8.89% | Rare | 9 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
16.74
|
8.89% | Rare | 3 |
|
What wineries are good for a casual group tasting experience?
|
15.98
|
7.34% | Rare | 10 |
|
Which wineries are good for people just getting into wine tasting?
|
15.86
|
9.33% | Rare | 5 |
|
Which wineries have the most age-worthy wines to taste and buy?
|
15.85
|
8.34% | Rare | 4 |
|
Which Napa wineries don’t require reservations?
|
15.63
|
10.00% | Rare | 8 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| GPT |
35.96
|
37.70% | 4485 | Occasional |
| Claude |
32.53
|
36.06% | 4484 | Occasional |
| Gemini |
17.65
|
17.43% | 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
59.35
May 05
7-Day Overall Change
-4.01
Net change across the completed dates shown.
Best Overall Day
63.69
May 03
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