Frank Family Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
20.98
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.
14.06% appearance rate
AI Queries Appearing In
31
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
+54 points to top tier
score needed to reach top 10%
Query Coverage
31 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Tasting experience
21.86% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
7.41% 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?
|
48.36
|
34.81% | Rare | 18 |
|
Which Napa wineries offer the best value for the experience?
|
26.65
|
25.56% | Rare | 18 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
21.28
|
15.83% | Rare | 16 |
|
Which wineries in Napa are not intimidating for beginners?
|
19.93
|
13.75% | Rare | 16 |
|
What wineries in Napa are good for walk-ins?
|
18.09
|
12.98% | Rare | 16 |
|
What are the best Napa wineries for someone new to wine?
|
17.73
|
11.43% | Rare | 14 |
|
What wineries are good stops between Napa and Sonoma?
|
17.50
|
6.67% | Rare | 1 |
|
What are the best Napa wineries under $50 for tastings?
|
17.29
|
9.53% | Rare | 7 |
|
What wineries pair well together for a Napa tasting day?
|
16.76
|
7.78% | Rare | 6 |
|
What wineries are good if not everyone in the group is into wine?
|
16.50
|
6.67% | Rare | 2 |
|
Which Napa wineries don’t require reservations?
|
16.18
|
8.00% | Rare | 10 |
|
What wineries are easiest for a casual, relaxed first visit?
|
16.17
|
8.34% | Rare | 4 |
|
What are the smartest winery stops for a short Napa trip?
|
15.92
|
8.00% | Rare | 10 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
15.55
|
10.00% | Rare | 2 |
|
What wineries are good for couples traveling with older parents?
|
15.34
|
8.00% | Rare | 5 |
|
What are the best wineries to visit in Napa Valley right now?
|
15.33
|
6.67% | Rare | 3 |
|
What wineries are good for a casual group tasting experience?
|
15.23
|
8.89% | Rare | 3 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
15.00
|
6.67% | Rare | 1 |
|
Which wineries are best to visit early in the day vs later in the day?
|
14.96
|
6.67% | Rare | 6 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
14.35
|
6.67% | Rare | 3 |
|
Which wineries are good for people just getting into wine tasting?
|
14.29
|
6.67% | Rare | 1 |
|
Which wineries are best for a girls trip or weekend getaway?
|
14.20
|
7.62% | Rare | 7 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
14.15
|
8.34% | Rare | 4 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
13.75
|
6.67% | Rare | 1 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
13.38
|
6.67% | Rare | 2 |
|
What are some underrated Napa wineries that are still worth visiting?
|
13.38
|
6.67% | Rare | 2 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
13.25
|
6.67% | Rare | 3 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
13.00
|
6.67% | Rare | 1 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
13.00
|
6.67% | Rare | 1 |
|
What wineries are easy to visit without a strict schedule?
|
13.00
|
6.67% | Rare | 1 |
|
Which wineries are best for a group trip with mixed ages?
|
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 |
15.08
|
7.39% | 4476 | Occasional |
| GPT |
5.38
|
1.29% | 4485 | Occasional |
| Claude |
3.77
|
0.02% | 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
42.92
May 05
7-Day Overall Change
+2.39
Net change across the completed dates shown.
Best Overall Day
46.88
May 04
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