Leaderboard / Aperture Cellars

Aperture Cellars

AI Visibility Profile · Sonoma
ChatGPT Claude Gemini
Weekly · Google AI Overviews
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Tracked separately from the AI Visibility Index.
20.21 / 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
17 / 35
48.6% 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.

Aperture Cellars appears in 17 of 35 applicable trip-planning prompts across all three tracked models, ranking #63 among Napa and Sonoma wineries (top 12%), with a 20.21 / 100 AI Visibility Index.

Improving both prompt coverage depth and typical mention position would strengthen Aperture Cellars’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
17 / 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.

Aperture Cellars 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
23.27% appearance
Growth opportunity
Tasting experience
9.82% 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?
40.0
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are known for great hospitality and beautiful settings?
30.24
Appearance Rate
24.32%
Consistency
Rare
If I only have one day in Sonoma, which wineries should I prioritize?
28.48
Appearance Rate
29.9%
Consistency
Rare
Which Napa or Sonoma wineries have the best combination of views and wine quality?
24.36
Appearance Rate
21.59%
Consistency
Rare
What Sonoma wineries offer the most memorable overall tasting experience?
23.03
Appearance Rate
10.88%
Consistency
Rare
What are some underrated Sonoma wineries that are still worth visiting?
21.23
Appearance Rate
11.45%
Consistency
Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
20.06
Appearance Rate
9.66%
Consistency
Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
19.72
Appearance Rate
14.08%
Consistency
Rare
If I only have one day in Napa, which wineries should I prioritize?
17.5
Cross-region AI mention
Appearance Rate
6.67%
Consistency
Rare
How should I plan a two-day Sonoma County itinerary with winery stops?
16.35
Appearance Rate
12.0%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
Which Napa or Sonoma wineries are best to visit early in the day vs later in the day?
40.0
6.67% Rare
Which Sonoma wineries are known for great hospitality and beautiful settings?
30.24
24.32% Rare
If I only have one day in Sonoma, which wineries should I prioritize?
28.48
29.9% Rare
Which Napa or Sonoma wineries have the best combination of views and wine quality?
24.36
21.59% Rare
What Sonoma wineries offer the most memorable overall tasting experience?
23.03
10.88% Rare
What are some underrated Sonoma wineries that are still worth visiting?
21.23
11.45% Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
20.06
9.66% Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
19.72
14.08% Rare
If I only have one day in Napa, which wineries should I prioritize? Cross-region AI mention
17.5
6.67% Rare
How should I plan a two-day Sonoma County itinerary with winery stops?
16.35
12.0% 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
13.28
Oct 15
7-Day Trend
-1.96
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
14.11
Oct 13
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