Sterling Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
23.69
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.
17.09% appearance rate
AI Queries Appearing In
29
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
+51 points to top tier
score needed to reach top 10%
Query Coverage
29 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Family-friendly visits
37.95% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
10.30% 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 wineries in Napa or Sonoma are good for a family visit?
|
45.68
|
51.11% | Occasional | 18 |
|
What are the best Napa wineries for someone new to wine?
|
37.68
|
34.82% | Rare | 18 |
|
Which wineries in Napa are not intimidating for beginners?
|
35.18
|
30.00% | Rare | 18 |
|
What wineries in Napa are good for walk-ins?
|
26.13
|
22.04% | Rare | 17 |
|
What wineries are easy to visit without a strict schedule?
|
25.02
|
15.83% | Rare | 16 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
23.07
|
19.63% | Rare | 18 |
|
What wineries are good if not everyone in the group is into wine?
|
21.45
|
10.95% | Rare | 14 |
|
Which Napa wineries don’t require reservations?
|
21.18
|
11.43% | Rare | 14 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
20.58
|
11.28% | Rare | 13 |
|
Which wineries are best to visit early in the day vs later in the day?
|
19.76
|
10.77% | Rare | 13 |
|
What are the best Napa wineries under $50 for tastings?
|
19.45
|
10.67% | Rare | 15 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
18.97
|
10.00% | Rare | 4 |
|
Which wineries are best for a group trip with mixed ages?
|
18.36
|
9.09% | Rare | 11 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
17.84
|
9.18% | Rare | 11 |
|
What wineries are good for a casual group tasting experience?
|
17.62
|
8.67% | Rare | 10 |
|
What wineries are good for couples traveling with older parents?
|
17.61
|
8.34% | Rare | 8 |
|
What wineries are easiest for a casual, relaxed first visit?
|
17.50
|
8.89% | Rare | 12 |
|
Which wineries are good for people just getting into wine tasting?
|
17.17
|
9.52% | Rare | 14 |
|
What are the smartest winery stops for a short Napa trip?
|
16.29
|
10.00% | Rare | 2 |
|
Which Napa wineries offer the best value for the experience?
|
16.17
|
9.23% | Rare | 13 |
|
What Sonoma wineries are great for a relaxed tasting experience?
Cross-region AI mention
|
16.00
|
6.67% | Rare | 1 |
|
What are the best wineries to visit in Napa Valley right now?
|
16.00
|
6.67% | Rare | 1 |
|
Which wineries are best for a girls trip or weekend getaway?
|
15.15
|
6.67% | Rare | 2 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
15.11
|
6.67% | Rare | 5 |
|
What Sonoma wineries are best for a scenic day of tastings?
Cross-region AI mention
|
14.29
|
6.67% | Rare | 1 |
|
What wineries are good stops between Napa and Sonoma?
|
13.93
|
6.67% | Rare | 3 |
|
What are the best wineries to visit in Sonoma County?
Cross-region AI mention
|
13.75
|
6.67% | Rare | 1 |
|
What Sonoma wineries are affordable but still high quality?
Cross-region AI mention
|
13.33
|
6.67% | Rare | 1 |
|
What wineries pair well together for a Napa tasting day?
|
13.17
|
6.67% | Rare | 2 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| Gemini |
13.95
|
10.79% | 4476 | Occasional |
| GPT |
8.87
|
4.06% | 4485 | Occasional |
| Claude |
5.73
|
0.94% | 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
42.21
May 05
7-Day Overall Change
+0.84
Net change across the completed dates shown.
Best Overall Day
42.24
May 03
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