Leaderboard / Shafer Vineyards

Shafer Vineyards

AI Visibility Profile · Napa Valley
GPT Claude Gemini
22.93 / 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
16 / 35
45.7% 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.

Shafer Vineyards appears in 16 of 35 applicable trip-planning prompts across all three tracked models, ranking #33 among Napa and Sonoma wineries (top 9%), with a 22.93 / 100 AI Visibility Index.

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

Benchmark Position i
Top 9%
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
16 / 35
applicable prompts where you appear · Scores are calculated against each winery’s applicable regional discovery prompt set.
Category Readout

Strongest in luxury collecting prompts.

Shafer Vineyards has strongest AI visibility in luxury collecting, 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
Luxury collecting
32.41% appearance
Growth opportunity
Trip-planning prompts
7.09% 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.
What are the best alternatives to Opus One in Napa?
44.98
Appearance Rate
45.65%
Consistency
Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
38.44
Appearance Rate
40.99%
Consistency
Rare
Which Napa wineries are best known for Cabernet Sauvignon?
37.41
Appearance Rate
41.01%
Consistency
Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
30.16
Appearance Rate
23.83%
Consistency
Rare
Which Napa wineries are worth visiting besides the most famous ones?
21.35
Appearance Rate
10.67%
Consistency
Rare
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
21.31
Appearance Rate
7.18%
Consistency
Rare
Which Napa wineries are similar to Caymus but less expensive?
20.87
Appearance Rate
9.28%
Consistency
Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?
19.51
Appearance Rate
7.23%
Consistency
Rare
What wineries should I book in advance for a Napa weekend?
19.33
Appearance Rate
6.67%
Consistency
Rare
What are the best wineries to visit in Napa Valley right now?
18.99
Appearance Rate
8.89%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
What are the best alternatives to Opus One in Napa?
44.98
45.65% Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?
38.44
40.99% Rare
Which Napa wineries are best known for Cabernet Sauvignon?
37.41
41.01% Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
30.16
23.83% Rare
Which Napa wineries are worth visiting besides the most famous ones?
21.35
10.67% Rare
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
21.31
7.18% Rare
Which Napa wineries are similar to Caymus but less expensive?
20.87
9.28% Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?
19.51
7.23% Rare
What wineries should I book in advance for a Napa weekend?
19.33
6.67% Rare
What are the best wineries to visit in Napa Valley right now?
18.99
8.89% 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
19.68
Jun 19
7-Day Overall Change
-1.05
Net change across the completed dates shown.
Best Overall Day
20.73
Jun 13
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