Landmark Vineyards
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
19.56
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.
13.24% appearance rate
AI Queries Appearing In
17
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
+55 points to top tier
score needed to reach top 10%
Query Coverage
17 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Scenic and hospitality prompts
11.80% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
10.00% 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 Sonoma wineries overdeliver on both wine and experience?
|
25.96
|
20.20% | Rare | 17 |
|
What Sonoma wineries are great for a relaxed tasting experience?
|
25.75
|
22.96% | Rare | 18 |
|
What Sonoma wineries have the best combination of views and wine quality?
|
25.65
|
13.33% | Rare | 11 |
|
What wineries are good stops between Napa and Sonoma?
|
21.50
|
10.00% | Rare | 2 |
|
What Sonoma wineries are best for a scenic day of tastings?
|
20.74
|
10.67% | Rare | 15 |
|
Which Sonoma wineries are close enough to visit in one day?
|
20.49
|
10.00% | Rare | 6 |
|
Which Sonoma wineries offer more educational tasting experiences?
|
18.91
|
15.93% | Rare | 18 |
|
Which Sonoma wineries are flexible if I don’t want to book ahead?
|
17.79
|
13.33% | Rare | 15 |
|
What Sonoma wineries are affordable but still high quality?
|
17.62
|
12.08% | Rare | 16 |
|
Which Sonoma wineries should I visit for a weekend trip?
|
17.00
|
11.11% | Rare | 18 |
|
What are the best wineries to visit in Sonoma County?
|
16.57
|
10.48% | Rare | 14 |
|
Which Sonoma wineries feel more authentic and less touristy?
|
15.90
|
8.57% | Rare | 7 |
|
What are some underrated wineries in Sonoma that are worth visiting?
|
15.48
|
8.72% | Rare | 13 |
|
What Sonoma producers should collectors pay attention to?
|
14.67
|
6.67% | Rare | 2 |
|
Which Sonoma wineries are best known for Pinot Noir?
|
14.65
|
6.67% | Rare | 2 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
13.81
|
6.67% | Rare | 6 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
13.46
|
6.67% | Rare | 4 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| Gemini |
8.21
|
5.54% | 4476 | Occasional |
| Claude |
6.76
|
1.90% | 4484 | Occasional |
| GPT |
5.19
|
0.71% | 4485 | 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
38.18
May 05
7-Day Overall Change
-1.4
Net change across the completed dates shown.
Best Overall Day
44.22
May 03
For winery owners and marketing teams
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