Leaderboard / Larkmead Vineyards

Larkmead Vineyards

AI Visibility Profile · Napa Valley
ChatGPT Claude Gemini
Weekly · Google AI Overviews
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Tracked separately from the AI Visibility Index.
20.02 / 100
AI Visibility Index
Established AI Visibility
A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.
Prompt Reach i
15 / 35
42.9% of prompts applicable to this winery’s region
Models Recommending You i
3 / 3
Appearing across all 3 tracked AI models.
Typical Mention Position i
Mentioned late
in AI responses
AI Discovery Readout

Moderate AI visibility with room to improve.

Larkmead Vineyards appears in 15 of 35 applicable trip-planning prompts across all three tracked models, ranking #66 among Napa and Sonoma wineries (top 12%), with a 20.02 / 100 AI Visibility Index.

Improving both prompt coverage depth and typical mention position would strengthen Larkmead Vineyards’s AI visibility relative to more consistently visible wineries in the same region.

Benchmark Position i
Top 12%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier i
Established AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage i
15 / 35
applicable prompts where you appear · Scores are calculated against each winery’s applicable regional discovery prompt set.
Category Readout

Strongest in tasting experience prompts.

Larkmead Vineyards has strongest AI visibility in tasting experience, 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
Tasting experience
17.97% appearance
Growth opportunity
Trip-planning prompts
7.78% 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.
What are some underrated Napa wineries that are still worth visiting?
41.96
Appearance Rate
29.01%
Consistency
Rare
Which Napa wineries are best known for Cabernet Sauvignon?
32.48
Appearance Rate
35.05%
Consistency
Rare
Which Napa wineries are worth visiting besides the most famous ones?
25.51
Appearance Rate
14.4%
Consistency
Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
22.94
Appearance Rate
18.3%
Consistency
Rare
Which Napa or Sonoma wineries have the best combination of views and wine quality?
19.89
Appearance Rate
20.0%
Consistency
Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
19.52
Appearance Rate
10.42%
Consistency
Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
18.6
Appearance Rate
6.67%
Consistency
Rare
Which Napa wineries are known for great hospitality and beautiful settings?
17.6
Appearance Rate
10.76%
Consistency
Rare
What Napa wineries offer the most memorable overall tasting experience?
17.37
Appearance Rate
11.43%
Consistency
Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?
16.9
Appearance Rate
7.28%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
What are some underrated Napa wineries that are still worth visiting?
41.96
29.01% Rare
Which Napa wineries are best known for Cabernet Sauvignon?
32.48
35.05% Rare
Which Napa wineries are worth visiting besides the most famous ones?
25.51
14.4% Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
22.94
18.3% Rare
Which Napa or Sonoma wineries have the best combination of views and wine quality?
19.89
20.0% Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
19.52
10.42% Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
18.6
6.67% Rare
Which Napa wineries are known for great hospitality and beautiful settings?
17.6
10.76% Rare
What Napa wineries offer the most memorable overall tasting experience?
17.37
11.43% Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?
16.9
7.28% Rare

AI Visibility Trend

Daily AI visibility across completed Core 50 runs. The profile headline AI Visibility Index is the broader ranking metric.
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 Daily Index
11.73
Oct 14
7-Day Trend
+0.69
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
13.99
Oct 08
Free AI Visibility Analysis

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