Quintessa Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
18.66
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.
12.02% appearance rate
AI Queries Appearing In
31
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
31 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Tasting experience
15.29% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
10.17% 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 Napa wineries offer the most memorable overall tasting experience?
|
29.28
|
22.75% | Rare | 17 |
|
What are the best alternatives to Opus One in Napa?
|
23.80
|
22.22% | Rare | 18 |
|
What wineries should I book in advance for a Napa weekend?
|
22.18
|
14.71% | Rare | 16 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
22.03
|
13.33% | Rare | 18 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
21.59
|
15.42% | Rare | 16 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
19.70
|
12.22% | Rare | 6 |
|
What wineries pair well together for a Napa tasting day?
|
17.50
|
9.17% | Rare | 8 |
|
What are some underrated Napa wineries that are still worth visiting?
|
16.93
|
7.78% | Rare | 12 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
16.78
|
9.78% | Rare | 15 |
|
What wineries are good stops between Napa and Sonoma?
|
15.69
|
6.67% | Rare | 4 |
|
What are the best Napa wineries under $50 for tastings?
|
15.39
|
8.00% | Rare | 5 |
|
What wineries are good for couples traveling with older parents?
|
14.99
|
10.00% | Rare | 2 |
|
Which Napa wineries are most respected by serious wine collectors?
|
14.53
|
9.33% | Rare | 5 |
|
What are the best wineries to visit in Napa Valley right now?
|
14.22
|
8.67% | Rare | 10 |
|
What are the smartest winery stops for a short Napa trip?
|
14.07
|
6.67% | Rare | 5 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
14.03
|
6.67% | Rare | 3 |
|
What are the best Napa wineries for someone new to wine?
|
13.75
|
6.67% | Rare | 1 |
|
Which wineries in Napa are not intimidating for beginners?
|
13.75
|
6.67% | Rare | 1 |
|
Which Napa wineries don’t require reservations?
|
13.54
|
6.67% | Rare | 3 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
13.43
|
6.67% | Rare | 3 |
|
Which Napa wineries offer the best value for the experience?
|
13.37
|
6.67% | Rare | 5 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
13.32
|
6.75% | Rare | 6 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
13.25
|
6.67% | Rare | 6 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
13.22
|
6.67% | Rare | 5 |
|
Which wineries are best to visit early in the day vs later in the day?
|
13.18
|
6.67% | Rare | 8 |
|
What wineries in Napa are good for walk-ins?
|
13.11
|
6.67% | Rare | 3 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.00
|
6.67% | Rare | 1 |
|
What wineries are easy to visit without a strict schedule?
|
13.00
|
6.67% | Rare | 1 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
13.00
|
6.67% | Rare | 1 |
|
Which wineries are best for a girls trip or weekend getaway?
|
13.00
|
6.67% | Rare | 1 |
|
Which wineries are best for a group trip with mixed ages?
|
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 |
7.69
|
4.59% | 4485 | Occasional |
| Gemini |
6.53
|
1.88% | 4476 | Occasional |
| Claude |
4.05
|
1.00% | 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
38.46
May 05
7-Day Overall Change
-0.49
Net change across the completed dates shown.
Best Overall Day
38.98
Apr 30
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