Matanzas Creek Winery
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
19.24
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.
12.24% appearance rate
AI Queries Appearing In
18
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
18 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Tasting experience
14.59% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
6.67% 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 Sonoma wineries are great for a relaxed tasting experience?
|
31.63
|
25.56% | Rare | 18 |
|
Which Sonoma wineries offer more educational tasting experiences?
|
20.10
|
15.68% | Rare | 17 |
|
Which Sonoma wineries overdeliver on both wine and experience?
|
20.02
|
13.33% | Rare | 5 |
|
What are some underrated wineries in Sonoma that are worth visiting?
|
18.82
|
9.63% | Rare | 9 |
|
Which wineries are best for a girls trip or weekend getaway?
|
17.50
|
6.67% | Rare | 1 |
|
What Sonoma wineries are best for a scenic day of tastings?
|
16.83
|
9.34% | Rare | 10 |
|
What wineries are good stops between Napa and Sonoma?
|
15.97
|
6.67% | Rare | 5 |
|
Which Sonoma wineries feel more authentic and less touristy?
|
15.85
|
8.34% | Rare | 8 |
|
What are the best wineries to visit in Sonoma County?
|
15.81
|
7.78% | Rare | 6 |
|
Which Sonoma wineries are close enough to visit in one day?
|
15.69
|
6.67% | Rare | 3 |
|
Which Sonoma wineries are flexible if I don’t want to book ahead?
|
14.90
|
7.50% | Rare | 8 |
|
What Sonoma wineries have the best combination of views and wine quality?
|
14.67
|
7.50% | Rare | 8 |
|
What Sonoma wineries are affordable but still high quality?
|
14.50
|
6.67% | Rare | 2 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
14.50
|
6.67% | Rare | 3 |
|
What Sonoma producers should collectors pay attention to?
|
13.33
|
6.67% | Rare | 1 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.33
|
6.67% | Rare | 1 |
|
Which Sonoma wineries should I visit for a weekend trip?
|
13.17
|
6.67% | Rare | 4 |
|
What wineries are good for a casual group tasting experience?
|
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 |
|---|---|---|---|---|
| Gemini |
7.12
|
2.17% | 4476 | Occasional |
| GPT |
6.20
|
1.34% | 4485 | Occasional |
| Claude |
4.45
|
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
40.8
May 05
7-Day Overall Change
+6.21
Net change across the completed dates shown.
Best Overall Day
41.92
May 01
For winery owners and marketing teams
Claim your winery and start tracking your AI visibility
See where your winery shows up, where competitors are winning, and which discovery questions you are missing.
We review each request and unlock deeper visibility insights, competitive gaps, and next-step recommendations.