Leaderboard / Aubert Wines

Aubert Wines

AI Visibility Profile · Sonoma
ChatGPT Claude Gemini
Weekly · Google AI Overviews
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Tracked separately from the AI Visibility Index.
12.41 / 100
AI Visibility Index
Limited AI Visibility
A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.
Prompt Reach i
6 / 35
17.1% 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

Limited AI visibility today.

Aubert Wines appears in 6 of 35 applicable trip-planning prompts across all three tracked models, ranking #305 among Napa and Sonoma wineries (top 55%), with a 12.41 / 100 AI Visibility Index.

The first priority is broader inclusion across visitor trip-planning prompts. Wineries in the leading visibility tier appear consistently across all or nearly all applicable prompts and surface across all three tracked AI models.

Benchmark Position i
Top 55%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier i
Limited AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage i
6 / 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.

Aubert Wines has strongest AI visibility in tasting experience, where visitor questions frequently surface it in recommendations. Its growth opportunity is varietal-specific discovery, where consistent positioning could meaningfully expand its share of voice.

Strongest signal
Tasting experience
6.67% appearance
Growth opportunity
Varietal-specific discovery
13.34% 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 for celebrating an anniversary or birthday?
30.0
Appearance Rate
6.67%
Consistency
Rare
What are the best alternatives to Kosta Browne in Sonoma?
25.11
Appearance Rate
6.67%
Consistency
Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
24.54
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are best known for Pinot Noir?
22.5
Appearance Rate
16.67%
Consistency
Rare
What are some underrated Sonoma wineries that are still worth visiting?
15.0
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are best for Pinot Noir lovers looking for a premium tasting experience?
15.0
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are similar to Williams Selyem but more accessible?
14.29
Appearance Rate
6.67%
Consistency
Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
13.64
Appearance Rate
7.37%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
30.0
6.67% Rare
What are the best alternatives to Kosta Browne in Sonoma?
25.11
6.67% Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
24.54
6.67% Rare
Which Sonoma wineries are best known for Pinot Noir?
22.5
16.67% Rare
What are some underrated Sonoma wineries that are still worth visiting?
15.0
6.67% Rare
Which Sonoma wineries are best for Pinot Noir lovers looking for a premium tasting experience?
15.0
6.67% Rare
Which Sonoma wineries are similar to Williams Selyem but more accessible?
14.29
6.67% Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
13.64
7.37% 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

Model-level trend history is still building for this winery. The overall index remains the primary visibility benchmark until more model-level signal accumulates.

Latest Daily Index
3.78
Oct 12
7-Day Trend
+0.5
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
3.78
Oct 12
Free AI Visibility Analysis

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See where Aubert Wines has the biggest visibility gaps across ChatGPT, Claude and Gemini — including model differences, missed visitor-intent questions, competitive context, and source signals surrounding its recommendations.

Aubert Wines currently appears across 6 of 35 applicable discovery questions.

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