Larkmead Vineyards

AI Visibility Profile · Napa Valley

GPT Claude Gemini

13.73 / 100

AI Visibility Index

Developing AI Visibility

A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.

Prompt-Level Coverage i

7 / 35

20% 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 mid-list

in AI responses

AI Discovery Readout

Limited AI visibility today.

Larkmead Vineyards appears in 7 of 35 applicable trip-planning prompts across all three tracked models, ranking #166 among Napa and Sonoma wineries (top 42%), with a 13.73 / 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 42%

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

7 / 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.

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

Strongest signal

Tasting experience

16.5% 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?

41.65

Appearance Rate

26.38%

Consistency

Rare

Which Napa wineries are worth visiting besides the most famous ones?

25.6

Appearance Rate

13.91%

Consistency

Rare

Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?

19.29

Appearance Rate

9.72%

Consistency

Rare

Which Napa or Sonoma wineries overdeliver on both wine and experience?

15.97

Appearance Rate

6.67%

Consistency

Rare

Which Napa or Sonoma wineries offer more educational tasting experiences?

14.35

Appearance Rate

6.67%

Consistency

Rare

What wineries should I book in advance for a Sonoma weekend?

14.29

Cross-region AI mention

Appearance Rate

6.67%

Consistency

Rare

Which Napa or Sonoma wineries are easy to visit without a strict schedule?

14.29

Appearance Rate

6.67%

Consistency

Rare

Which Napa or Sonoma wineries are most respected by serious wine collectors?

13.0

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?	41.65	26.38%	Rare
Which Napa wineries are worth visiting besides the most famous ones?	25.6	13.91%	Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?	19.29	9.72%	Rare
Which Napa or Sonoma wineries overdeliver on both wine and experience?	15.97	6.67%	Rare
Which Napa or Sonoma wineries offer more educational tasting experiences?	14.35	6.67%	Rare
What wineries should I book in advance for a Sonoma weekend? Cross-region AI mention	14.29	6.67%	Rare
Which Napa or Sonoma wineries are easy to visit without a strict schedule?	14.29	6.67%	Rare
Which Napa or Sonoma wineries are most respected by serious wine collectors?	13.0	6.67%	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

13.55

Jun 19

7-Day Overall Change

+1.59

Net change across the completed dates shown.

Best Overall Day

14.14

Jun 17

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