Leaderboard / Kistler Vineyards

Kistler Vineyards

AI Visibility Profile · Sonoma
GPT Claude Gemini
19.54 / 100
AI Visibility Index
Established AI Visibility
A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.
Prompt-Level Coverage i
13 / 35
37.1% of prompts applicable to this winery’s region
Models Recommending You i
2 / 3
Appearing in 2 of 3 tracked AI models.
Typical Mention Position i
Mentioned late
in AI responses
AI Discovery Readout

Developing AI visibility across the visitor-question set.

Kistler Vineyards appears in 13 of 35 applicable trip-planning prompts across 2 of 3 tracked models, ranking #48 among Napa and Sonoma wineries (top 12%), with a 19.54 / 100 AI Visibility Index.

Expanding model coverage to all three tracked models and improving typical mention position would move Kistler Vineyards from a developing into a more established visibility tier.

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
13 / 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.

Kistler Vineyards has strongest AI visibility in tasting experience, where visitor questions frequently surface it in recommendations. Its growth opportunity is scenic and hospitality prompts, where consistent positioning could meaningfully expand its share of voice.

Strongest signal
Tasting experience
11.07% appearance
Growth opportunity
Scenic and hospitality prompts
6.67% 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 Sonoma wineries offer the most memorable overall tasting experience?
41.7
Appearance Rate
16.1%
Consistency
Rare
What are the best wineries to visit in Sonoma County right now?
34.7
Appearance Rate
7.15%
Consistency
Rare
What wineries should I book in advance for a Sonoma weekend?
32.63
Appearance Rate
7.83%
Consistency
Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
23.25
Appearance Rate
24.96%
Consistency
Rare
Which Sonoma wineries are similar to Williams Selyem but more accessible?
21.25
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are best known for Pinot Noir?
21.02
Appearance Rate
6.67%
Consistency
Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
17.96
Appearance Rate
15.66%
Consistency
Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
16.81
Appearance Rate
8.22%
Consistency
Rare
Which Sonoma wineries are known for great hospitality and beautiful settings?
16.0
Appearance Rate
6.67%
Consistency
Rare
What are the best alternatives to Kosta Browne in Sonoma?
14.67
Appearance Rate
6.67%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
What Sonoma wineries offer the most memorable overall tasting experience?
41.7
16.1% Rare
What are the best wineries to visit in Sonoma County right now?
34.7
7.15% Rare
What wineries should I book in advance for a Sonoma weekend?
32.63
7.83% Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
23.25
24.96% Rare
Which Sonoma wineries are similar to Williams Selyem but more accessible?
21.25
6.67% Rare
Which Sonoma wineries are best known for Pinot Noir?
21.02
6.67% Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
17.96
15.66% Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
16.81
8.22% Rare
Which Sonoma wineries are known for great hospitality and beautiful settings?
16.0
6.67% Rare
What are the best alternatives to Kosta Browne in Sonoma?
14.67
6.67% Rare

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
13.17
Jun 19
7-Day Overall Change
-2.5
Net change across the completed dates shown.
Best Overall Day
20.45
Jun 18
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