Raymond Vineyards
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
15.19 / 100
AI Visibility Index
Developing AI Visibility
A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.
Prompt-Level Coverage
i
The share of applicable tracked prompts where this winery appeared in at least one model response. Each prompt is tested across multiple models and repeated runs.
27 / 35
77.1% of prompts applicable to this winery’s region
Models Recommending You
i
How many tracked AI models — GPT, Claude, and Gemini — have recommended this winery in the current data window.
3 / 3
Appearing across all 3 tracked AI models.
Typical Mention Position
i
Where this winery usually appears when it is mentioned in an AI recommendation list.
Mentioned late
in AI responses
AI Discovery Readout
Moderate AI visibility with room to improve.
Raymond Vineyards appears in 27 of 35 applicable trip-planning prompts across all three tracked models, ranking #124 among Napa and Sonoma wineries (top 31%), with a 15.19 / 100 AI Visibility Index.
Improving both prompt coverage depth and typical mention position would strengthen Raymond Vineyards’s AI visibility relative to more consistently visible wineries in the same region.
Benchmark Position
i
How this winery compares with other tracked Napa and Sonoma wineries.
Top 31%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier
i
A plain-English visibility tier based on the current AI Visibility Index.
Developing AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage
i
The number of applicable visitor questions where this winery appears.
27 / 35
applicable prompts where you appear · Scores are calculated against each winery’s applicable regional discovery prompt set.
Category Readout
Strongest in first-time visitor discovery prompts.
Raymond Vineyards has strongest AI visibility in first-time visitor discovery, where visitor questions frequently surface it in recommendations. Its growth opportunity is trip-planning prompts, where consistent positioning could meaningfully expand its share of voice.
Strongest signal
First-time visitor discovery
12.54% appearance
Growth opportunity
Trip-planning prompts
7.35% appearance
Where this winery appears in AI answers
Tracked visitor questions where AI models recommended this winery, sorted by prompt visibility.
These are questions people ask AI across wine country planning, discovery, comparison, and style-related prompts. Appearing consistently across more of these questions can influence 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. Winesrch tracks these because they reflect how AI systems guide discovery; they do not imply the winery is physically located in that region.
Which Sonoma wineries are not intimidating for beginners?
40.0
Cross-region AI mention
Which Napa wineries are not intimidating for beginners?
21.96
Which Napa wineries are similar to Caymus but less expensive?
19.56
What are the best Napa wineries under $50 for tastings?
18.43
Which Napa or Sonoma wineries are flexible if I do not want to book ahead?
18.22
Which Napa wineries offer the best value for the experience?
16.94
Which Napa or Sonoma wineries are good for a casual group tasting experience?
16.91
If I only have one day in Napa, which wineries should I prioritize?
16.53
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
16.12
Which Napa or Sonoma wineries are easy to visit without a strict schedule?
16.09
Which Napa or Sonoma wineries are good for walk-ins?
16.04
Which Napa or Sonoma wineries have the best combination of views and wine quality?
15.69
How should I plan a two-day Sonoma County itinerary with winery stops?
15.0
Cross-region AI mention
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
15.0
Which Napa or Sonoma wineries are good for couples traveling with older parents?
14.35
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| Question |
Prompt Visibility
i
A 0–100 score for this specific visitor question, based on mention frequency, ranking position, and consistency across repeated model runs.
|
Appearance Rate
i
The share of tracked AI responses for this question that included this winery.
|
Consistency
i
How reliably this winery appears across repeated AI responses for this question.
|
|
Which Sonoma wineries are not intimidating for beginners?
Cross-region AI mention
|
40.0
|
6.67% |
Rare
|
|
Which Napa wineries are not intimidating for beginners?
|
21.96
|
12.99% |
Rare
|
|
Which Napa wineries are similar to Caymus but less expensive?
|
19.56
|
12.12% |
Rare
|
|
What are the best Napa wineries under $50 for tastings?
|
18.43
|
12.99% |
Rare
|
|
Which Napa or Sonoma wineries are flexible if I do not want to book ahead?
|
18.22
|
7.23% |
Rare
|
|
Which Napa wineries offer the best value for the experience?
|
16.94
|
9.33% |
Rare
|
|
Which Napa or Sonoma wineries are good for a casual group tasting experience?
|
16.91
|
7.41% |
Rare
|
|
If I only have one day in Napa, which wineries should I prioritize?
|
16.53
|
10.0% |
Rare
|
|
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
|
16.12
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are easy to visit without a strict schedule?
|
16.09
|
8.34% |
Rare
|
|
Which Napa or Sonoma wineries are good for walk-ins?
|
16.04
|
7.88% |
Rare
|
|
Which Napa or Sonoma wineries have the best combination of views and wine quality?
|
15.69
|
7.5% |
Rare
|
|
How should I plan a two-day Sonoma County itinerary with winery stops?
Cross-region AI mention
|
15.0
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
|
15.0
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are good for couples traveling with older parents?
|
14.35
|
8.67% |
Rare
|
|
What wineries are good stops between Napa and Sonoma?
|
14.27
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are best to visit early in the day vs later in the day?
|
13.8
|
7.5% |
Rare
|
|
Which Napa or Sonoma wineries are good for people just getting into wine tasting?
|
13.78
|
6.67% |
Rare
|
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
13.59
|
7.25% |
Rare
|
|
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
|
13.56
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are easiest for a casual, relaxed first visit?
|
13.51
|
6.67% |
Rare
|
|
Which Napa Valley wineries should I visit for a first-time trip?
|
13.38
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are best for a girls trip or weekend getaway?
|
13.38
|
6.67% |
Rare
|
|
What are the best wineries to visit in Napa Valley right now?
|
13.35
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries overdeliver on both wine and experience?
|
13.33
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are best for a multi-generation group trip?
|
13.24
|
6.67% |
Rare
|
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
13.17
|
6.67% |
Rare
|
|
What Napa wineries offer the most memorable overall tasting experience?
|
13.0
|
6.67% |
Rare
|
|
What wineries should I book in advance for a Napa weekend?
|
13.0
|
6.67% |
Rare
|
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AI Visibility Trend
Daily coverage-adjusted visibility across completed Core 50 runs. Overall Index blends visibility strength, prompt coverage, and model consistency.
Current rankings are based on the locked Core 50 Napa and Sonoma discovery prompt panel. Public trend history begins with the first completed run under this panel.
How to read this trend
Visibility is broadly distributed across tracked models, which suggests this winery is being surfaced consistently rather than relying on a single AI platform.
Latest Overall Index
10.34
Jun 19
7-Day Overall Change
-0.95
Net change across the completed dates shown.
Best Overall Day
13.15
Jun 18
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