Joseph Phelps Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
22.18
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.
17.16% appearance rate
AI Queries Appearing In
43
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
+53 points to top tier
score needed to reach top 10%
Query Coverage
43 / 50
queries where you appear
Actionable Insight
Where your visibility is strongest and where to look next
Strongest visibility
Varietal-specific discovery
50.79% appearance across this discovery theme.
Biggest opportunity
Trip-planning prompts
15.02% 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?
|
51.87
|
49.26% | Rare | 18 |
|
Which Napa wineries are best known for Cabernet Sauvignon?
|
46.69
|
57.78% | Occasional | 18 |
|
What wineries should I book in advance for a Napa weekend?
|
29.61
|
23.51% | Rare | 18 |
|
What Napa wineries offer the most memorable overall tasting experience?
|
24.52
|
19.22% | Rare | 17 |
|
What are the best wineries to visit in Napa Valley right now?
|
22.91
|
16.34% | Rare | 16 |
|
What wineries pair well together for a Napa tasting day?
|
22.50
|
22.59% | Rare | 18 |
|
What wineries are best for celebrating something special like an anniversary or birthday?
|
21.40
|
13.75% | Rare | 16 |
|
Which wineries are best for a group trip with mixed ages?
|
20.00
|
6.67% | Rare | 1 |
|
Which Napa wineries are similar to Caymus but less expensive?
|
19.62
|
9.70% | Rare | 11 |
|
If I only have one day in Napa, which wineries should I prioritize?
|
18.78
|
11.70% | Rare | 16 |
|
Which Napa wineries are worth visiting besides the most famous ones?
|
18.33
|
11.91% | Rare | 14 |
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
17.48
|
8.00% | Rare | 5 |
|
Which Napa wineries are most respected by serious wine collectors?
|
17.13
|
11.77% | Rare | 17 |
|
What Sonoma producers should collectors pay attention to?
Cross-region AI mention
|
17.06
|
10.00% | Rare | 8 |
|
What are the smartest winery stops for a short Napa trip?
|
17.04
|
10.48% | Rare | 14 |
|
What wineries are good for couples traveling with older parents?
|
16.35
|
10.00% | Rare | 8 |
|
Which Napa wineries offer the best value for the experience?
|
16.25
|
11.11% | Rare | 6 |
|
Which Sonoma wineries are best known for Pinot Noir?
Cross-region AI mention
|
16.19
|
8.89% | Rare | 3 |
|
Which Napa Valley wineries should I visit for a first-time trip?
|
16.16
|
10.30% | Rare | 11 |
|
What are the best wineries to visit in Sonoma County?
Cross-region AI mention
|
16.00
|
6.67% | Rare | 1 |
|
Which Sonoma wineries feel more authentic and less touristy?
Cross-region AI mention
|
16.00
|
6.67% | Rare | 1 |
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
15.89
|
10.98% | Rare | 17 |
|
What wineries should I prioritize if I want a smooth tasting schedule?
|
15.89
|
8.49% | Rare | 11 |
|
Which Sonoma wineries compare to the best ones in Napa?
|
15.56
|
6.67% | Rare | 4 |
|
What wineries are easy to visit without a strict schedule?
|
15.50
|
10.00% | Rare | 2 |
|
What are the best Napa wineries for someone new to wine?
|
15.12
|
9.34% | Rare | 10 |
|
Which wineries have the most age-worthy wines to taste and buy?
|
15.01
|
9.33% | Rare | 10 |
|
What are some underrated Napa wineries that are still worth visiting?
|
15.00
|
6.67% | Rare | 1 |
|
Which Sonoma wineries should I visit for a weekend trip?
Cross-region AI mention
|
15.00
|
6.67% | Rare | 1 |
|
What Sonoma wineries are best for a scenic day of tastings?
Cross-region AI mention
|
14.29
|
6.67% | Rare | 1 |
|
What wineries in Napa or Sonoma are good for a family visit?
|
14.29
|
6.67% | Rare | 1 |
|
Which Sonoma wineries are close enough to visit in one day?
Cross-region AI mention
|
14.29
|
6.67% | Rare | 1 |
|
Which Sonoma wineries offer more educational tasting experiences?
Cross-region AI mention
|
14.29
|
6.67% | Rare | 1 |
|
What wineries are good stops between Napa and Sonoma?
|
14.11
|
6.67% | Rare | 3 |
|
Which wineries are best to visit early in the day vs later in the day?
|
14.06
|
7.62% | Rare | 7 |
|
Which wineries are best for a girls trip or weekend getaway?
|
14.02
|
6.67% | Rare | 2 |
|
What wineries are easiest for a casual, relaxed first visit?
|
13.79
|
6.67% | Rare | 3 |
|
What are some underrated wineries in Sonoma that are worth visiting?
Cross-region AI mention
|
13.65
|
6.67% | Rare | 2 |
|
What wineries are good for a casual group tasting experience?
|
13.65
|
6.67% | Rare | 2 |
|
Which wineries in Napa are not intimidating for beginners?
|
13.54
|
6.67% | Rare | 3 |
|
What wineries in Napa are good for walk-ins?
|
13.33
|
6.67% | Rare | 1 |
|
Which Napa wineries don’t require reservations?
|
13.33
|
6.67% | Rare | 1 |
|
Which wineries are good for people just getting into wine tasting?
|
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 |
|---|---|---|---|---|
| Gemini |
12.64
|
7.62% | 4476 | Occasional |
| GPT |
11.83
|
10.70% | 4485 | Occasional |
| Claude |
4.62
|
0.16% | 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
40.88
May 05
7-Day Overall Change
-0.07
Net change across the completed dates shown.
Best Overall Day
51.08
May 04
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