Domaine Carneros
AI Visibility Profile · Napa Valley
GPT
Claude
Gemini
40.09 / 100
AI Visibility Index
Leading 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.
31 / 35
88.6% 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
Strong AI visibility across the visitor-question set.
Domaine Carneros ranks #7 among Napa and Sonoma wineries in the Winesrch AI visibility benchmark, placing it in the top 2% of tracked wineries. It appears across 31 of 35 applicable trip-planning prompts across all three tracked models with a 40.09 / 100 Visibility Index.
Defend broad visibility and identify the prompts where competing wineries appear ahead of Domaine Carneros. With typical lower in the recommendation list mentions, the next gain is improving prominence within recommendation lists — from consistently included to consistently leading.
Benchmark Position
i
How this winery compares with other tracked Napa and Sonoma wineries.
Top 2%
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.
Leading 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.
31 / 35
applicable prompts where you appear · Scores are calculated against each winery’s applicable regional discovery prompt set.
Category Readout
Strongest in scenic and hospitality prompts.
Domaine Carneros has strongest AI visibility in scenic and hospitality prompts, where visitor questions frequently surface it in recommendations. Its growth opportunity is tasting experience, where consistent positioning could meaningfully expand its share of voice.
Strongest signal
Scenic and hospitality prompts
53.15% appearance
Growth opportunity
Tasting experience
23.68% 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 Napa or Sonoma wineries are best to visit early in the day vs later in the day?
68.81
What wineries are good stops between Napa and Sonoma?
65.79
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
62.75
Which Napa or Sonoma wineries are best for a girls trip or weekend getaway?
60.95
Which Napa wineries are known for great hospitality and beautiful settings?
59.22
How should I plan a two-day Napa Valley itinerary with winery stops?
59.11
Which Napa or Sonoma wineries have the best combination of views and wine quality?
57.06
Which Napa or Sonoma wineries are good for couples traveling with older parents?
56.7
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
53.07
If I only have one day in Napa, which wineries should I prioritize?
52.62
What are the best wineries to visit in Napa Valley right now?
52.02
What wineries should I book in advance for a Napa weekend?
47.73
Which Napa Valley wineries should I visit for a first-time trip?
42.91
Which Napa or Sonoma wineries overdeliver on both wine and experience?
42.6
What Napa wineries offer the most memorable overall tasting experience?
41.23
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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 Napa or Sonoma wineries are best to visit early in the day vs later in the day?
|
68.81
|
65.11% |
Occasional
|
|
What wineries are good stops between Napa and Sonoma?
|
65.79
|
48.23% |
Rare
|
|
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
|
62.75
|
55.6% |
Occasional
|
|
Which Napa or Sonoma wineries are best for a girls trip or weekend getaway?
|
60.95
|
62.13% |
Occasional
|
|
Which Napa wineries are known for great hospitality and beautiful settings?
|
59.22
|
57.39% |
Occasional
|
|
How should I plan a two-day Napa Valley itinerary with winery stops?
|
59.11
|
50.29% |
Occasional
|
|
Which Napa or Sonoma wineries have the best combination of views and wine quality?
|
57.06
|
62.55% |
Occasional
|
|
Which Napa or Sonoma wineries are good for couples traveling with older parents?
|
56.7
|
51.06% |
Occasional
|
|
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
|
53.07
|
48.08% |
Rare
|
|
If I only have one day in Napa, which wineries should I prioritize?
|
52.62
|
54.49% |
Occasional
|
|
What are the best wineries to visit in Napa Valley right now?
|
52.02
|
55.15% |
Occasional
|
|
What wineries should I book in advance for a Napa weekend?
|
47.73
|
51.59% |
Occasional
|
|
Which Napa Valley wineries should I visit for a first-time trip?
|
42.91
|
40.3% |
Rare
|
|
Which Napa or Sonoma wineries overdeliver on both wine and experience?
|
42.6
|
39.43% |
Rare
|
|
What Napa wineries offer the most memorable overall tasting experience?
|
41.23
|
44.64% |
Rare
|
|
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
|
40.0
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are best for a multi-generation group trip?
|
39.85
|
43.26% |
Rare
|
|
Which Napa or Sonoma wineries offer more educational tasting experiences?
|
38.87
|
40.0% |
Rare
|
|
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
|
36.32
|
39.29% |
Rare
|
|
Which Napa wineries offer the best value for the experience?
|
27.39
|
23.91% |
Rare
|
|
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
|
26.98
|
14.26% |
Rare
|
|
Which Napa wineries are worth visiting besides the most famous ones?
|
26.92
|
18.22% |
Rare
|
|
What are some underrated Napa wineries that are still worth visiting?
|
26.48
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are easiest for a casual, relaxed first visit?
|
25.86
|
19.24% |
Rare
|
|
What wineries should I book in advance for a Sonoma weekend?
Cross-region AI mention
|
23.53
|
9.45% |
Rare
|
|
How should I plan a two-day Sonoma County itinerary with winery stops?
Cross-region AI mention
|
22.73
|
8.27% |
Rare
|
|
If I only have one day in Sonoma, which wineries should I prioritize?
Cross-region AI mention
|
22.0
|
8.67% |
Rare
|
|
What are the best Napa wineries under $50 for tastings?
|
21.15
|
12.98% |
Rare
|
|
Which Napa or Sonoma wineries are good for people just getting into wine tasting?
|
20.76
|
15.24% |
Rare
|
|
What are the best wineries to visit in Sonoma County right now?
Cross-region AI mention
|
20.22
|
7.5% |
Rare
|
|
Which Napa or Sonoma wineries are good for a casual group tasting experience?
|
19.85
|
14.24% |
Rare
|
|
Which Sonoma wineries should I visit for a first-time trip?
Cross-region AI mention
|
19.13
|
6.67% |
Rare
|
|
Which Sonoma wineries are known for great hospitality and beautiful settings?
Cross-region AI mention
|
19.09
|
7.62% |
Rare
|
|
Which Napa or Sonoma wineries are good for walk-ins?
|
18.87
|
11.02% |
Rare
|
|
Which Sonoma wineries are similar to Williams Selyem but more accessible?
Cross-region AI mention
|
17.91
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are easy to visit without a strict schedule?
|
17.18
|
8.0% |
Rare
|
|
Which Napa or Sonoma wineries are flexible if I do not want to book ahead?
|
16.91
|
7.88% |
Rare
|
|
Which Napa wineries are not intimidating for beginners?
|
16.69
|
8.57% |
Rare
|
|
Which Sonoma wineries are worth visiting besides the most famous ones?
Cross-region AI mention
|
16.46
|
9.28% |
Rare
|
|
What Sonoma wineries offer the most memorable overall tasting experience?
Cross-region AI mention
|
15.87
|
7.56% |
Rare
|
|
What are some underrated Sonoma wineries that are still worth visiting?
Cross-region AI mention
|
15.87
|
7.34% |
Rare
|
|
Which Sonoma wineries are not intimidating for beginners?
Cross-region AI mention
|
15.1
|
7.78% |
Rare
|
|
Which Sonoma wineries offer the best value for the experience?
Cross-region AI mention
|
14.61
|
8.34% |
Rare
|
|
What are the best alternatives to Kosta Browne in Sonoma?
Cross-region AI mention
|
14.58
|
6.67% |
Rare
|
|
What are the best Sonoma wineries under $50 for tastings?
Cross-region AI mention
|
14.02
|
7.62% |
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
Some model signals are lighter in the current window. The overall index may sit below stronger individual model lines because it also accounts for cross-model coverage and ranking quality across the full Core 50 panel.
Latest Overall Index
45.2
Jun 19
7-Day Overall Change
+1.57
Net change across the completed dates shown.
Best Overall Day
45.2
Jun 19
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