Leaderboard / Stewart Cellars

Stewart Cellars

AI Visibility Profile · Napa Valley
ChatGPT Claude Gemini
Weekly · Google AI Overviews
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Tracked separately from the AI Visibility Index.
14.65 / 100
AI Visibility Index
Developing AI Visibility
A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.
Prompt Reach i
8 / 35
22.9% 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

Limited AI visibility today.

Stewart Cellars appears in 8 of 35 applicable trip-planning prompts across all three tracked models, ranking #250 among Napa and Sonoma wineries (top 45%), with a 14.65 / 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 45%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier i
Developing AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage i
8 / 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.

Stewart Cellars has strongest AI visibility in tasting experience, where visitor questions frequently surface it in recommendations.

Strongest signal
Tasting experience
12.66% appearance
Growth opportunity
Expanding coverage
More data still building

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?
40.0
Appearance Rate
6.67%
Consistency
Rare
Which Napa or Sonoma wineries are easy to visit without a strict schedule?
26.74
Appearance Rate
16.99%
Consistency
Rare
Which Napa or Sonoma wineries are flexible if I do not want to book ahead?
23.86
Appearance Rate
10.74%
Consistency
Rare
Which Napa or Sonoma wineries are good for walk-ins?
16.68
Appearance Rate
7.41%
Consistency
Rare
What are the best Napa wineries under $50 for tastings?
15.42
Appearance Rate
6.67%
Consistency
Rare
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
14.81
Appearance Rate
10.0%
Consistency
Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
13.75
Cross-region AI mention
Appearance Rate
6.67%
Consistency
Rare
Which Napa or Sonoma wineries are good for couples traveling with older parents?
13.59
Appearance Rate
7.41%
Consistency
Rare
Which Napa wineries are good for Cabernet tastings at a more approachable price point?
13.33
Appearance Rate
6.67%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
What are some underrated Napa wineries that are still worth visiting?
40.0
6.67% Rare
Which Napa or Sonoma wineries are easy to visit without a strict schedule?
26.74
16.99% Rare
Which Napa or Sonoma wineries are flexible if I do not want to book ahead?
23.86
10.74% Rare
Which Napa or Sonoma wineries are good for walk-ins?
16.68
7.41% Rare
What are the best Napa wineries under $50 for tastings?
15.42
6.67% Rare
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
14.81
10.0% Rare
Which Sonoma wineries are worth visiting besides the most famous ones? Cross-region AI mention
13.75
6.67% Rare
Which Napa or Sonoma wineries are good for couples traveling with older parents?
13.59
7.41% Rare
Which Napa wineries are good for Cabernet tastings at a more approachable price point?
13.33
6.67% 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
4.03
Oct 14
7-Day Trend
+0.75
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
5.49
Oct 13
Free AI Visibility Analysis

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See where Stewart Cellars 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.

Stewart Cellars currently appears across 8 of 35 applicable discovery questions.

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