Keller Estate
AI Visibility Profile · Sonoma
ChatGPT
Claude
Gemini
Weekly · Google AI Overviews
Loading Google AI Overview results…
Tracked separately from the AI Visibility Index.
20.50 / 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
Tracked prompts where this winery appeared at least once during the measurement window. Consistency and frequency are shown in the prompt details below.
19 / 35
54.3% of prompts applicable to this winery’s region
Models Recommending You
i
How many tracked AI models — ChatGPT, Claude, and Gemini — have recommended this winery in the current data window.
3 / 3
Appearing across all 3 tracked AI models.
Typical Mention Position
i
Where this winery usually appears when it is mentioned in an AI recommendation list.
Mentioned late
in AI responses
AI Discovery Readout
Moderate AI visibility with room to improve.
Keller Estate appears in 19 of 35 applicable trip-planning prompts across all three tracked models, ranking #61 among Napa and Sonoma wineries (top 11%), with a 20.50 / 100 AI Visibility Index.
Improving both prompt coverage depth and typical mention position would strengthen Keller Estate’s AI visibility relative to more consistently visible wineries in the same region.
Benchmark Position
i
How this winery compares with other tracked Napa and Sonoma wineries.
Top 11%
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Current Tier
i
A plain-English visibility tier based on the current AI Visibility Index.
Established AI Visibility
Compared with tracked Napa and Sonoma wineries in the current Core 50 prompt panel.
Query Coverage
i
The number of applicable visitor questions where this winery appears.
19 / 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.
Keller Estate has strongest AI visibility in tasting experience, 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
Tasting experience
7.0% appearance
Growth opportunity
Trip-planning prompts
7.78% 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 known for great hospitality and beautiful settings?
40.0
What are the best wineries to visit in Sonoma County right now?
33.33
If I only have one day in Sonoma, which wineries should I prioritize?
30.0
What Sonoma wineries offer the most memorable overall tasting experience?
28.75
Which Napa or Sonoma wineries are best for a multi-generation group trip?
28.58
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
21.9
What wineries should I book in advance for a Sonoma weekend?
21.25
Which Napa or Sonoma wineries overdeliver on both wine and experience?
19.17
Which Sonoma wineries are best for a relaxed, welcoming tasting experience?
18.83
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
17.97
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
16.5
Which Sonoma wineries offer the best value for the experience?
16.0
What are the best alternatives to Kosta Browne in Sonoma?
15.17
What are some underrated Sonoma wineries that are still worth visiting?
15.02
Which Sonoma wineries are worth visiting besides the most famous ones?
14.5
Unlock the full AI visibility table
See the full ranked list, competitor gaps, and where your winery is winning or being missed — in your private dashboard.
| Question |
Prompt Visibility
i
A 0–100 score for this specific visitor question, based on mention frequency, ranking position, and consistency across repeated model runs.
|
Appearance Rate
i
The share of tracked AI responses for this question that included this winery.
|
Consistency
i
How reliably this winery appears across repeated AI responses for this question.
|
|
Which Sonoma wineries are known for great hospitality and beautiful settings?
|
40.0
|
6.67% |
Rare
|
|
What are the best wineries to visit in Sonoma County right now?
|
33.33
|
6.67% |
Rare
|
|
If I only have one day in Sonoma, which wineries should I prioritize?
|
30.0
|
6.67% |
Rare
|
|
What Sonoma wineries offer the most memorable overall tasting experience?
|
28.75
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are best for a multi-generation group trip?
|
28.58
|
23.33% |
Rare
|
|
Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday?
|
21.9
|
23.93% |
Rare
|
|
What wineries should I book in advance for a Sonoma weekend?
|
21.25
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries overdeliver on both wine and experience?
|
19.17
|
6.67% |
Rare
|
|
Which Sonoma wineries are best for a relaxed, welcoming tasting experience?
|
18.83
|
13.33% |
Rare
|
|
Which Napa or Sonoma wineries are good if not everyone in the group is deeply into wine?
|
17.97
|
10.67% |
Rare
|
|
Which Napa or Sonoma wineries should I prioritize for a smooth tasting schedule?
|
16.5
|
6.67% |
Rare
|
|
Which Sonoma wineries offer the best value for the experience?
|
16.0
|
6.67% |
Rare
|
|
What are the best alternatives to Kosta Browne in Sonoma?
|
15.17
|
7.78% |
Rare
|
|
What are some underrated Sonoma wineries that are still worth visiting?
|
15.02
|
6.67% |
Rare
|
|
Which Sonoma wineries are worth visiting besides the most famous ones?
|
14.5
|
6.67% |
Rare
|
|
What wineries are good stops between Napa and Sonoma?
|
14.27
|
8.34% |
Rare
|
|
Which Napa or Sonoma wineries are good for couples traveling with older parents?
|
13.52
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries offer more educational tasting experiences?
|
13.33
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?
|
13.33
|
6.67% |
Rare
|
|
Which Napa or Sonoma wineries are easiest for a casual, relaxed first visit?
|
13.31
|
6.67% |
Rare
|
|
Which Sonoma wineries are similar to Williams Selyem but more accessible?
|
13.11
|
6.67% |
Rare
|
Unlock the full AI visibility table
See the full ranked list, competitor gaps, and where your winery is winning or being missed — in your private dashboard.
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
Model-level trend history is still building for this winery. The overall index remains the primary visibility benchmark until more model-level signal accumulates.
Latest Daily Index
5.39
Oct 14
7-Day Trend
-2.78
Latest daily value versus the comparable daily value seven calendar days earlier.
Best Daily Index
9.0
Oct 09
Free AI Visibility Analysis
Get your free AI visibility analysis
See where Keller Estate 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 Keller Estate’s current AI visibility — and where the biggest opportunities remain.
No subscription required.
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 Keller Estate's private dashboard
Continuous monitoring, full prompt-level evidence, model breakdowns, competitors, sources, extended historical trends and Custom Tracking.
From $49/month.