Beringer Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
39.4
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.
40.27% appearance rate
AI Queries Appearing In
34
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
+36 points to top tier
score needed to reach top 10%
Query Coverage
34 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Value-focused discovery
56.85% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
41.93% 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 wineries in Napa are not intimidating for beginners?
|
62.07
|
67.04% | Occasional | 18 |
|
What wineries in Napa are good for walk-ins?
|
59.38
|
66.56% | Occasional | 18 |
|
What are the best Napa wineries under $50 for tastings?
|
58.48
|
63.34% | Occasional | 18 |
|
What are the best Napa wineries for someone new to wine?
|
57.17
|
64.82% | Occasional | 18 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
56.04
|
66.41% | Occasional | 18 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
54.51
|
66.17% | Occasional | 18 |
|
Which Napa wineries don’t require reservations?
|
53.20
|
50.74% | Occasional | 18 |
|
Which Napa wineries offer the best value for the experience?
|
53.12
|
50.37% | Occasional | 18 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
52.81
|
65.10% | Occasional | 17 |
|
What are the smartest winery stops for a short Napa trip?
|
51.55
|
62.59% | Occasional | 18 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
51.31
|
58.89% | Occasional | 18 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
49.76
|
53.70% | Occasional | 18 |
|
What wineries pair well together for a Napa tasting day?
|
48.24
|
54.81% | Occasional | 18 |
|
What are the best wineries to visit in Napa Valley right now?
|
42.16
|
45.37% | Rare | 18 |
|
What wineries are easy to visit without a strict schedule?
|
40.51
|
38.52% | Rare | 18 |
|
What wineries are good for couples traveling with older parents?
|
36.46
|
36.30% | Rare | 18 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
35.37
|
25.56% | Rare | 18 |
|
What wineries are easiest for a casual, relaxed first visit?
|
34.92
|
28.15% | Rare | 18 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
33.68
|
37.78% | Rare | 18 |
|
What wineries should I book in advance for a Napa weekend?
|
33.58
|
35.47% | Rare | 18 |
|
Which wineries are best to visit early in the day vs later in the day?
|
28.47
|
29.63% | Rare | 18 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
28.32
|
29.26% | Rare | 18 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
27.90
|
32.22% | Rare | 18 |
|
What wineries are good for a casual group tasting experience?
|
26.58
|
18.57% | Rare | 14 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
26.04
|
26.67% | Rare | 18 |
|
Which wineries are good for people just getting into wine tasting?
|
25.68
|
15.69% | Rare | 17 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
24.10
|
19.26% | Rare | 18 |
|
What are the best alternatives to Opus One in Napa?
|
23.73
|
25.93% | Rare | 18 |
|
What wineries are good if not everyone in the group is into wine?
|
23.54
|
13.73% | Rare | 17 |
|
What are some underrated Napa wineries that are still worth visiting?
|
22.78
|
16.86% | Rare | 17 |
|
Which wineries are best for a group trip with mixed ages?
|
21.85
|
12.38% | Rare | 14 |
|
What wineries are good stops between Napa and Sonoma?
|
20.06
|
12.31% | Rare | 13 |
|
Which wineries are best for a girls trip or weekend getaway?
|
17.77
|
8.67% | Rare | 10 |
|
Which Napa wineries are most respected by serious wine collectors?
|
13.00
|
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 |
|---|---|---|---|---|
| GPT |
45.32
|
50.28% | 4485 | Active |
| Gemini |
25.05
|
26.21% | 4476 | Occasional |
| Claude |
5.01
|
0.91% | 4484 | 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
52.7
May 05
7-Day Overall Change
-3.06
Net change across the completed dates shown.
Best Overall Day
59.18
May 02
For winery owners and marketing teams
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