The Prisoner Wine Company
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
18.9
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.
11.00% 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
+56 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
Casual visit prompts
16.40% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
9.93% 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 are best for a girls trip or weekend getaway?
|
29.17
|
23.70% | Rare | 18 |
|
What Sonoma wineries have the best combination of views and wine quality?
Cross-region AI mention
|
25.00
|
6.67% | Rare | 2 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
24.44
|
10.00% | Rare | 12 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
23.98
|
19.26% | Rare | 18 |
|
What are some underrated Napa wineries that are still worth visiting?
|
21.10
|
6.67% | Rare | 9 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
19.82
|
10.00% | Rare | 2 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
18.75
|
11.67% | Rare | 12 |
|
What wineries are good if not everyone in the group is into wine?
|
18.43
|
8.89% | Rare | 12 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
18.40
|
8.57% | Rare | 7 |
|
Which wineries are best to visit early in the day vs later in the day?
|
17.64
|
8.89% | Rare | 9 |
|
Which wineries in Napa are not intimidating for beginners?
|
17.50
|
6.67% | Rare | 2 |
|
What wineries should I book in advance for a Napa weekend?
|
17.41
|
12.31% | Rare | 12 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
17.32
|
6.67% | Rare | 4 |
|
Which wineries are best for a group trip with mixed ages?
|
16.79
|
11.52% | Rare | 11 |
|
What are the best wineries to visit in Sonoma County?
Cross-region AI mention
|
16.41
|
8.89% | Rare | 3 |
|
Which Napa wineries don’t require reservations?
|
16.39
|
6.67% | Rare | 5 |
|
Which Sonoma wineries are flexible if I don’t want to book ahead?
Cross-region AI mention
|
16.00
|
6.67% | Rare | 1 |
|
What wineries are easy to visit without a strict schedule?
|
15.82
|
9.23% | Rare | 13 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
15.65
|
8.57% | Rare | 7 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
15.36
|
9.05% | Rare | 6 |
|
What wineries in Napa are good for walk-ins?
|
15.25
|
7.76% | Rare | 7 |
|
Which Sonoma wineries overdeliver on both wine and experience?
Cross-region AI mention
|
15.15
|
6.67% | Rare | 2 |
|
Which Sonoma wineries offer more educational tasting experiences?
Cross-region AI mention
|
14.94
|
6.67% | Rare | 4 |
|
What wineries are good for a casual group tasting experience?
|
14.53
|
6.67% | Rare | 3 |
|
What are the best wineries to visit in Napa Valley right now?
|
14.28
|
6.74% | Rare | 7 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
14.00
|
6.67% | Rare | 2 |
|
What wineries are good for couples traveling with older parents?
|
13.92
|
6.67% | Rare | 4 |
|
Which wineries are good for people just getting into wine tasting?
|
13.78
|
6.67% | Rare | 3 |
|
Which Napa wineries offer the best value for the experience?
|
13.75
|
6.67% | Rare | 1 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
13.57
|
7.14% | Rare | 1 |
|
What are the smartest winery stops for a short Napa trip?
|
13.17
|
6.67% | Rare | 2 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.13
|
6.67% | Rare | 5 |
|
What wineries pair well together for a Napa tasting day?
|
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 |
|---|---|---|---|---|
| Claude |
11.03
|
6.29% | 4484 | Occasional |
| GPT |
5.65
|
0.49% | 4485 | Occasional |
| Gemini |
4.33
|
0.92% | 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
37.51
May 05
7-Day Overall Change
-0.87
Net change across the completed dates shown.
Best Overall Day
43.05
Apr 30
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