Leaderboard / Hirsch Vineyards

Hirsch Vineyards

AI Visibility Profile · Sonoma
ChatGPT Claude Gemini
Weekly · Google AI Overviews
Loading Google AI Overview results…
Tracked separately from the AI Visibility Index.
18.20 / 100
AI Visibility Index
Established AI Visibility
A coverage-adjusted measure of how consistently this winery appears across applicable AI discovery prompts.
Prompt Reach i
15 / 35
42.9% 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

Moderate AI visibility with room to improve.

Hirsch Vineyards appears in 15 of 35 applicable trip-planning prompts across all three tracked models, ranking #112 among Napa and Sonoma wineries (top 20%), with a 18.20 / 100 AI Visibility Index.

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

Benchmark Position i
Top 20%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier i
Established AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage i
15 / 35
applicable prompts where you appear · Scores are calculated against each winery’s applicable regional discovery prompt set.
Category Readout

Strongest in varietal-specific discovery prompts.

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

Strongest signal
Varietal-specific discovery
28.79% appearance
Growth opportunity
Tasting experience
11.02% 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 Sonoma wineries are best for Pinot Noir lovers looking for a premium tasting experience?
36.06
Appearance Rate
21.85%
Consistency
Rare
Which Napa or Sonoma wineries offer more educational tasting experiences?
32.22
Appearance Rate
11.11%
Consistency
Rare
Which Sonoma wineries are best known for Pinot Noir?
32.19
Appearance Rate
31.29%
Consistency
Rare
What are the best alternatives to Kosta Browne in Sonoma?
31.67
Appearance Rate
27.16%
Consistency
Rare
Which Sonoma wineries are similar to Williams Selyem but more accessible?
20.09
Appearance Rate
14.61%
Consistency
Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
19.89
Appearance Rate
15.14%
Consistency
Rare
What are some underrated Sonoma wineries that are still worth visiting?
16.26
Appearance Rate
8.81%
Consistency
Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
15.61
Appearance Rate
7.85%
Consistency
Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
15.51
Appearance Rate
10.0%
Consistency
Rare
What are the best Sonoma wineries under $50 for tastings?
14.97
Appearance Rate
6.67%
Consistency
Rare
Question Prompt Visibility i Appearance Rate i Consistency i
Which Sonoma wineries are best for Pinot Noir lovers looking for a premium tasting experience?
36.06
21.85% Rare
Which Napa or Sonoma wineries offer more educational tasting experiences?
32.22
11.11% Rare
Which Sonoma wineries are best known for Pinot Noir?
32.19
31.29% Rare
What are the best alternatives to Kosta Browne in Sonoma?
31.67
27.16% Rare
Which Sonoma wineries are similar to Williams Selyem but more accessible?
20.09
14.61% Rare
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
19.89
15.14% Rare
What are some underrated Sonoma wineries that are still worth visiting?
16.26
8.81% Rare
Which Sonoma wineries are worth visiting besides the most famous ones?
15.61
7.85% Rare
Which Napa or Sonoma wineries have the most age-worthy wines to taste and buy?
15.51
10.0% Rare
What are the best Sonoma wineries under $50 for tastings?
14.97
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
15.54
Oct 14
7-Day Trend
-0.63
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
16.08
Oct 13
Free AI Visibility Analysis

Get your free AI visibility analysis

See where Hirsch Vineyards 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.

See what is driving Hirsch Vineyards’s current AI visibility — and where the biggest opportunities remain.

No subscription required.

No cost. No account required. We'll follow up by email within one business day.

Your request is in.

We have your request for Hirsch Vineyards and will send the analysis shortly.

Want to monitor this continuously?

Daily tracking, historical trends, complete prompt evidence, competitors, sources and Custom Tracking. From $49/month.

Unlock Hirsch Vineyards's private dashboard →
Something went wrong. Please try again or email us directly at info@winesrch.com.
Free analysis
A one-time diagnostic, delivered to you by email. No subscription required.
Private dashboard
Ongoing tracking with live and historical data. A paid product.
For winery owners and marketing teams
Unlock Hirsch Vineyards's private dashboard

Continuous monitoring, full prompt-level evidence, model breakdowns, competitors, sources, extended historical trends and Custom Tracking.

From $49/month.

Unlock private dashboard