The Winesrch Index See where your winery stands in AI discovery

AI DISCOVERY INTELLIGENCE FOR WINE COUNTRY

Turn AI visibility gaps into an action plan.

Winesrch tracks how your winery appears across the AI discovery questions that shape wine country visits. See where you're winning, where competitors appear instead, and where to focus next.

View public leaderboard

Tracked daily across ChatGPT, Claude and Gemini · Google AI Overview measured separately

REAL AI DISCOVERY QUESTIONS · Which Napa Valley wineries should I visit for a first-time trip? · Which Sonoma wineries are known for great hospitality and beautiful settings? · Which Napa wineries are best known for Cabernet Sauvignon? · Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday? · Which Napa or Sonoma wineries overdeliver on both wine and experience? · Which Napa or Sonoma wineries are most respected by serious wine collectors? · Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?        REAL AI DISCOVERY QUESTIONS · Which Napa Valley wineries should I visit for a first-time trip? · Which Sonoma wineries are known for great hospitality and beautiful settings? · Which Napa wineries are best known for Cabernet Sauvignon? · Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday? · Which Napa or Sonoma wineries overdeliver on both wine and experience? · Which Napa or Sonoma wineries are most respected by serious wine collectors? · Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?        REAL AI DISCOVERY QUESTIONS · Which Napa Valley wineries should I visit for a first-time trip? · Which Sonoma wineries are known for great hospitality and beautiful settings? · Which Napa wineries are best known for Cabernet Sauvignon? · Which Napa or Sonoma wineries are best for celebrating an anniversary or birthday? · Which Napa or Sonoma wineries overdeliver on both wine and experience? · Which Napa or Sonoma wineries are most respected by serious wine collectors? · Which Napa or Sonoma wineries offer premium tasting experiences without feeling overly commercial?       

The Shift

Discovery happened at the shelf.
Now it happens in a chat window.

Visitors increasingly ask AI where to taste, what to book, and which wineries fit the experience they want. The answer is usually a short list. Winesrch shows whether your winery makes it — and who appears when you don't.

ChatGPT
Best Napa wineries for a romantic anniversary dinner?
1. Opus One — iconic Napa estate...
2. Stag's Leap Wine Cellars — historic...
3. Harlan Estate — ultra-premium...
4. Far Niente — stunning cave tastings...
5. Auberge du Soleil — breathtaking views...
Your winery not in results
50
Core wine discovery prompts
Built around real visitor consideration questions
7,200+
Winery mentions surfaced daily
Observed across completed Core 50 runs
Daily
Fresh AI observations
New results added every morning

Every morning, Winesrch refreshes your AI Visibility Index and shows which wineries AI recommends, which competitors appear instead, and where your winery is missing from high-intent trip-planning prompts.

New Google AI Overview tracking — Winesrch tracks whether Google's AI search layer surfaces wineries, and which sources appear alongside those results. This runs on a separate weekly cadence and is measured separately from the AI Visibility Index above.

How It Works

From visibility to action.

Winesrch shows where your winery stands in AI discovery, what is shaping the answer, where the source and visibility gaps are, and how those signals change over time.

01 Measure

See where you stand

Track the visitor questions where AI recommends your winery — and where it doesn't.

02 Understand

See what's shaping the answer

Compare competitors, recommendation patterns, positioning themes, and the public sources appearing around important discovery questions.

03 Prioritize

Know where to focus

Identify where your own presence, third-party source coverage, or positioning may be weaker than the wineries appearing instead.

04 Track

Measure what changes

Follow the same discovery questions over time as your visibility, competitors, and surrounding source signals change.

Source Intelligence

See the sources surrounding the answer.

Winesrch tracks the owned and third-party sources appearing around winery discovery answers, so teams can see what is shaping visibility.

275K+ source references mapped
94% third-party / 6% winery-owned among mapped source references
Across all completed Core 50 runs.

Owned presence

See where winery-owned pages appear around discovery questions.

Third-party context

See the editorial, tourism, review, and reference sources shaping answers.

Actionable focus

Identify recurring source gaps that may deserve content, PR, or partner attention.

Live Data

Wine country's current AI visibility leaders

Based on Winesrch's ongoing Core 50 tracking across ChatGPT, Claude and Gemini.

Updated daily

1
Castello di Amorosa
51.79
2
Robert Mondavi Winery
42.67
3
V Sattui Winery
41.79
4
Benziger Family Winery
40.7
5
Opus One
39.98
See full leaderboard →

Inside Winesrch

See what's happening behind your visibility.

A private workspace for understanding where your winery appears, who appears instead, and what is shaping the answer.

Private Dashboard

Spring Meadow Winery

Napa Valley

7D30D90DLifetime
42.8
AI Visibility Index
Tracking active
Prompt Reach
18 / 50

Tracked prompts where Spring Meadow appeared

Models Recommending You
3 / 3

Across tracked AI models

Most Common Rank Zone
Positions 4–5

When mentioned in ranked answers

Benchmark PositionTop 24%
Current TierBuilding Visibility
Query Coverage18 / 50

Tracked Prompt

Which Napa Valley wineries should I visit for a first-time trip?

7-Day Appearance Rate

Overall Average ChatGPT Claude Gemini

Custom Tracking

Track the questions that matter to your winery.

Go beyond the benchmark. Add the exact questions tied to your positioning, content, campaigns, or guest experience, then see how leading AI models answer them.

Illustrative Custom Tracking example for Spring Meadow Winery: the custom prompt “Which Calistoga wineries offer cave tastings and are known for Cabernet Sauvignon?” appears at position three in ChatGPT, is not mentioned by Claude, and appears at position five in Gemini. The example includes a response excerpt and source context.

Private Visibility

See what your public profile can't show.

Claim your winery to unlock private tracking, competitive context, and prompt-level evidence built around the discovery questions that matter to your brand.

Measure what changes

Track how your winery appears over time as fresh observations are collected every day.

Competitive context

See where competitors are gaining visibility and where your winery is being displaced.

Prompt-level evidence

Review the exact discovery questions where your winery appears, misses, or performs inconsistently.

Model and Google AI Overview context

Compare ChatGPT, Claude, and Gemini while keeping Google AI Overview results clearly separated.

Also available: Custom Tracking for private prompts tailored to your winery, market, experiences, events, and competitive set. Custom Tracking does not affect your public Core 50 profile or leaderboard position.

Claim your winery

Who It’s For

Built for wineries and portfolio teams

Winesrch supports both individual winery teams and groups managing multiple brands under one account. The workflow stays focused: measure, investigate, and improve.

Single Winery

One private dashboard

Track one winery’s visibility, weekly movement, and discovery gaps with a dedicated private profile.

Portfolio Access

Multiple brands, one workspace

Give brand and marketing teams a cleaner way to move between winery dashboards under one approved account.

Workflow

Measure, investigate, improve

After claim review and approved access, teams can investigate discovery gaps and track what changes over time.

Get Started

See how AI is discovering your winery.

Find your winery, then open its public profile to request a free AI visibility report.

Find your winery View public leaderboard

Public profiles free to access · Updated daily · Private dashboards start at $49/month

Winesrch does not guarantee placement in AI answers. We identify the signals AI systems appear to rely on, recommend practical improvements, and track whether visibility changes over time.