Markham Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
19.55
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.
14.48% appearance rate
AI Queries Appearing In
19
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
19 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Tasting experience
21.29% 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 |
|---|---|---|---|---|
|
Which Napa wineries are similar to Caymus but less expensive?
|
37.06
|
41.48% | Rare | 18 |
|
What are the best Napa wineries under $50 for tastings?
|
22.48
|
17.04% | Rare | 18 |
|
Which wineries in Napa are not intimidating for beginners?
|
19.21
|
12.50% | Rare | 8 |
|
What wineries in Napa are good for walk-ins?
|
18.41
|
10.48% | Rare | 2 |
|
Which Napa wineries don’t require reservations?
|
17.29
|
7.88% | Rare | 11 |
|
What wineries are good if not everyone in the group is into wine?
|
17.08
|
8.89% | Rare | 3 |
|
Which Napa wineries offer the best value for the experience?
|
16.41
|
10.56% | Rare | 12 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
15.78
|
10.00% | Rare | 16 |
|
Which wineries are good for people just getting into wine tasting?
|
15.56
|
8.89% | Rare | 6 |
|
What are the best alternatives to Opus One in Napa?
|
14.86
|
10.00% | Rare | 2 |
|
What are some underrated Napa wineries that are still worth visiting?
|
14.02
|
6.67% | Rare | 10 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
13.67
|
6.67% | Rare | 5 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
13.57
|
7.14% | Rare | 1 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
13.29
|
6.67% | Rare | 7 |
|
Which wineries are best to visit early in the day vs later in the day?
|
13.17
|
6.67% | Rare | 2 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
13.00
|
6.67% | Rare | 1 |
|
What wineries pair well together for a Napa tasting day?
|
13.00
|
6.67% | Rare | 5 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
13.00
|
6.67% | Rare | 1 |
|
Which Napa wineries are most respected by serious wine collectors?
|
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 |
|---|---|---|---|---|
| Claude |
8.10
|
4.95% | 4484 | Occasional |
| Gemini |
6.07
|
0.20% | 4476 | Occasional |
| GPT |
5.77
|
1.09% | 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
38.83
May 05
7-Day Overall Change
-0.47
Net change across the completed dates shown.
Best Overall Day
49.06
May 04
For winery owners and marketing teams
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