Shafer Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
33.79
AI Visibility Index
Emerging AI visibility
This is a relative AI Visibility Index, not a quality rating. The winery is surfacing in some tracked AI discovery prompts, but visibility remains uneven.
32.09% appearance rate
AI Queries Appearing In
9
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
Top 50%
among Napa & Sonoma wineries
Visibility Gap
+41 points to top tier
score needed to reach top 10%
Query Coverage
9 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Luxury collecting
48.77% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
7.34% 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 are the best alternatives to Opus One in Napa?
|
47.21
|
47.78% | Rare | 18 |
|
Which Napa wineries are most respected by serious wine collectors?
|
43.13
|
51.11% | Occasional | 18 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
41.86
|
46.30% | Rare | 18 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
22.99
|
11.11% | Rare | 12 |
|
What wineries should I book in advance for a Napa weekend?
|
19.33
|
6.67% | Rare | 3 |
|
What are some underrated Napa wineries that are still worth visiting?
|
17.40
|
6.67% | Rare | 5 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
16.60
|
6.67% | Rare | 9 |
|
Which wineries have the most age-worthy wines to taste and buy?
|
16.00
|
6.67% | Rare | 1 |
|
What wineries pair well together for a Napa tasting day?
|
15.58
|
7.62% | Rare | 7 |
Performance by AI model
How each AI model rates this winery's visibility
| Model | AI Visibility Index | Appearance % | Analyzed responses | Status |
|---|---|---|---|---|
| Gemini |
9.54
|
6.12% | 4476 | Occasional |
| GPT |
6.31
|
2.63% | 4485 | Occasional |
| Claude |
5.11
|
1.03% | 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
44.73
May 05
7-Day Overall Change
-3.97
Net change across the completed dates shown.
Best Overall Day
56.66
May 02
For winery owners and marketing teams
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