Leaderboard / Horse & Plow

Horse & Plow

AI Visibility Profile · Sonoma
ChatGPT Claude Gemini
Weekly · Google AI Overviews
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Tracked separately from the AI Visibility Index.
16.55 / 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
9 / 35
25.7% 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.

Horse & Plow appears in 9 of 35 applicable trip-planning prompts across all three tracked models, ranking #176 among Napa and Sonoma wineries (top 32%), with a 16.55 / 100 AI Visibility Index.

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

Benchmark Position i
Top 32%
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
9 / 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.

Horse & Plow has strongest AI visibility in tasting experience, where visitor questions frequently surface it in recommendations.

Strongest signal
Tasting experience
24.51% 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 Sonoma wineries that are still worth visiting?
36.39
Appearance Rate
29.2%
Consistency
Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
33.5
Appearance Rate
29.3%
Consistency
Rare
Which Sonoma wineries offer the best value for the experience?
23.93
Appearance Rate
8.89%
Consistency
Rare
Which Napa or Sonoma wineries are easiest for a casual, relaxed first visit?
20.0
Appearance Rate
6.67%
Consistency
Rare
Which Sonoma wineries are not intimidating for beginners?
19.16
Appearance Rate
10.98%
Consistency
Rare
What are the best Sonoma wineries under $50 for tastings?
16.43
Appearance Rate
13.34%
Consistency
Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
16.23
Appearance Rate
9.34%
Consistency
Rare
Which Sonoma wineries are best for a relaxed, welcoming tasting experience?
15.94
Appearance Rate
7.06%
Consistency
Rare
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
15.42
Appearance Rate
6.67%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
What are some underrated Sonoma wineries that are still worth visiting?
36.39
29.2% Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
33.5
29.3% Rare
Which Sonoma wineries offer the best value for the experience?
23.93
8.89% Rare
Which Napa or Sonoma wineries are easiest for a casual, relaxed first visit?
20.0
6.67% Rare
Which Sonoma wineries are not intimidating for beginners?
19.16
10.98% Rare
What are the best Sonoma wineries under $50 for tastings?
16.43
13.34% Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
16.23
9.34% Rare
Which Sonoma wineries are best for a relaxed, welcoming tasting experience?
15.94
7.06% Rare
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
15.42
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

Visibility is broadly distributed across tracked models, which suggests this winery is being surfaced consistently rather than relying on a single AI platform.

Latest Daily Index
9.14
Oct 15
7-Day Trend
+2.88
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
13.83
Oct 12
Free AI Visibility Analysis

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