Trefethen Family Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
22.87
AI Visibility Index
Limited AI visibility
This is a relative AI Visibility Index, not a quality rating. Competitors are appearing more often and more prominently across tracked AI discovery prompts.
17.37% appearance rate
AI Queries Appearing In
33
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
Bottom 50%
among Napa & Sonoma wineries
Visibility Gap
+52 points to top tier
score needed to reach top 10%
Query Coverage
33 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Value-focused discovery
32.22% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
7.22% 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 are some underrated Napa wineries that are still worth visiting?
|
47.62
|
46.67% | Rare | 17 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
43.51
|
42.96% | Rare | 18 |
|
Which Napa wineries offer the best value for the experience?
|
40.97
|
39.63% | Rare | 18 |
|
What are the best Napa wineries under $50 for tastings?
|
31.12
|
24.82% | Rare | 18 |
|
Which Sonoma wineries overdeliver on both wine and experience?
Cross-region AI mention
|
25.00
|
6.67% | Rare | 1 |
|
Which Napa wineries don’t require reservations?
|
24.00
|
17.78% | Rare | 18 |
|
Which wineries in Napa are not intimidating for beginners?
|
22.51
|
19.63% | Rare | 18 |
|
What wineries pair well together for a Napa tasting day?
|
19.62
|
8.34% | Rare | 12 |
|
What wineries in Napa are good for walk-ins?
|
18.95
|
15.24% | Rare | 18 |
|
What wineries are good stops between Napa and Sonoma?
|
18.24
|
7.34% | Rare | 10 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
15.86
|
9.33% | Rare | 15 |
|
What are the best Napa wineries for someone new to wine?
|
15.79
|
10.00% | Rare | 14 |
|
What wineries should I book in advance for a Napa weekend?
|
15.53
|
6.84% | Rare | 6 |
|
Which wineries are best to visit early in the day vs later in the day?
|
15.06
|
6.67% | Rare | 6 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
14.56
|
6.67% | Rare | 6 |
|
What wineries are good for a casual group tasting experience?
|
14.29
|
6.67% | Rare | 1 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
14.17
|
8.00% | Rare | 5 |
|
What wineries are good if not everyone in the group is into wine?
|
14.14
|
6.67% | Rare | 6 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
14.05
|
8.34% | Rare | 12 |
|
What are the best alternatives to Opus One in Napa?
|
13.83
|
6.67% | Rare | 7 |
|
What wineries are good for couples traveling with older parents?
|
13.81
|
6.67% | Rare | 2 |
|
Which wineries are best for a girls trip or weekend getaway?
|
13.79
|
6.67% | Rare | 3 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
13.77
|
7.62% | Rare | 7 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.77
|
8.00% | Rare | 5 |
|
What wineries are easy to visit without a strict schedule?
|
13.71
|
6.67% | Rare | 8 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
13.39
|
6.67% | Rare | 5 |
|
What are the best wineries to visit in Napa Valley right now?
|
13.33
|
6.67% | Rare | 2 |
|
Which wineries are best for a group trip with mixed ages?
|
13.25
|
6.67% | Rare | 3 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
13.17
|
6.67% | Rare | 4 |
|
What are the smartest winery stops for a short Napa trip?
|
13.13
|
6.67% | Rare | 5 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
13.00
|
6.67% | Rare | 8 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
13.00
|
6.67% | Rare | 1 |
|
Which wineries are good for people just getting into wine tasting?
|
13.00
|
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 |
|---|---|---|---|---|
| GPT |
12.51
|
10.61% | 4485 | Occasional |
| Gemini |
11.46
|
7.86% | 4476 | Occasional |
| Claude |
6.31
|
2.34% | 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
45.08
May 05
7-Day Overall Change
-0.57
Net change across the completed dates shown.
Best Overall Day
46.44
May 03
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