Leaderboard / Williams Selyem

Williams Selyem

AI Visibility Profile · Sonoma
GPT Claude Gemini
23.97 / 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
12 / 35
34.3% 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 mid-list
in AI responses
AI Discovery Readout

Moderate AI visibility with room to improve.

Williams Selyem appears in 12 of 35 applicable trip-planning prompts across all three tracked models, ranking #28 among Napa and Sonoma wineries (top 7%), with a 23.97 / 100 AI Visibility Index.

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

Benchmark Position i
Top 7%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier i
Leading AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage i
12 / 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.

Williams Selyem 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
25.91% appearance
Growth opportunity
Trip-planning prompts
10.67% 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.
Which Sonoma wineries are best known for Pinot Noir?
68.25
Appearance Rate
65.39%
Consistency
Occasional
What are the best alternatives to Kosta Browne in Sonoma?
67.17
Appearance Rate
56.88%
Consistency
Occasional
What Sonoma wineries offer the most memorable overall tasting experience?
30.47
Appearance Rate
11.52%
Consistency
Rare
What wineries should I book in advance for a Sonoma weekend?
26.35
Appearance Rate
11.17%
Consistency
Rare
What are the best wineries to visit in Sonoma County right now?
22.61
Appearance Rate
7.15%
Consistency
Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
21.83
Appearance Rate
17.59%
Consistency
Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
21.26
Appearance Rate
17.59%
Consistency
Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
14.9
Appearance Rate
8.42%
Consistency
Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?
14.77
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
14.43
Appearance Rate
6.67%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
Which Sonoma wineries are best known for Pinot Noir?
68.25
65.39% Occasional
What are the best alternatives to Kosta Browne in Sonoma?
67.17
56.88% Occasional
What Sonoma wineries offer the most memorable overall tasting experience?
30.47
11.52% Rare
What wineries should I book in advance for a Sonoma weekend?
26.35
11.17% Rare
What are the best wineries to visit in Sonoma County right now?
22.61
7.15% Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
21.83
17.59% Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
21.26
17.59% Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
14.9
8.42% Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?
14.77
6.67% Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
14.43
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
22.53
Jun 19
7-Day Overall Change
-0.4
Net change across the completed dates shown.
Best Overall Day
27.27
Jun 14
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