Lynmar Winery
AI Visibility Profile · Sonoma
GPT
Claude
Gemini
19.11
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.
12.64% 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
+56 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
Walk-in flexibility
6.67% appearance across this discovery theme.
Biggest opportunity
Tasting experience
9.36% 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 are best known for Pinot Noir?
|
33.19
|
32.22% | Rare | 18 |
|
Which Sonoma wineries are flexible if I don’t want to book ahead?
|
25.00
|
6.67% | Rare | 1 |
|
Which Sonoma wineries feel more authentic and less touristy?
|
18.75
|
12.44% | Rare | 15 |
|
What Sonoma wineries are great for a relaxed tasting experience?
|
18.33
|
6.67% | Rare | 7 |
|
What Sonoma wineries are best for a scenic day of tastings?
|
16.86
|
8.34% | Rare | 4 |
|
What are some underrated wineries in Sonoma that are worth visiting?
|
16.65
|
8.89% | Rare | 12 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
16.07
|
8.89% | Rare | 9 |
|
Which Sonoma wineries should I visit for a weekend trip?
|
15.65
|
8.89% | Rare | 3 |
|
Which Sonoma wineries offer more educational tasting experiences?
|
15.42
|
6.67% | Rare | 2 |
|
Which Sonoma wineries are close enough to visit in one day?
|
15.41
|
6.67% | Rare | 5 |
|
What Sonoma wineries have the best combination of views and wine quality?
|
14.71
|
7.34% | Rare | 10 |
|
What Sonoma producers should collectors pay attention to?
|
14.60
|
9.17% | Rare | 8 |
|
What wineries are easy to visit without a strict schedule?
|
14.29
|
6.67% | Rare | 1 |
|
What Sonoma wineries are affordable but still high quality?
|
13.77
|
6.67% | Rare | 4 |
|
Which Sonoma wineries overdeliver on both wine and experience?
|
13.47
|
6.67% | Rare | 5 |
|
What are the best wineries to visit in Sonoma County?
|
13.33
|
6.67% | Rare | 1 |
|
Which wineries are best for a girls trip or weekend getaway?
|
13.33
|
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 |
7.09
|
2.85% | 4485 | Occasional |
| Claude |
5.37
|
2.14% | 4484 | Occasional |
| Gemini |
3.93
|
0.31% | 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
39.49
May 05
7-Day Overall Change
-0.97
Net change across the completed dates shown.
Best Overall Day
48.1
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.