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Frog's Leap Winery

Frog's Leap Winery

AI visibility and ranking for Wine & Spirits: United States

Wine & Spirits [US]
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Napa organic-farming pioneer with a direct shop and wine club.

Frog's Leap Winery
appears in
1.4
% of measured AI answers in this industry and market.

Found score

Track Frog's Leap Winery’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 4, 2026

Updated

October 4, 2026

Latest scan visibility

1.8

October 4, 2026

Overall visibility

1.4

21 August 2026 – 4 October 2026 (scans 1–8)

Industry rank

14

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Frog's Leap Winery's single-scan score moved from 1.8% to 1.8%, unchanged (0.0 percentage points). Latest recorded scan 1.8% on 4 October 2026; combined-window score 1.4%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.4% over 21 August 2026 – 4 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20261.8%
24 August 20261.6%
30 August 20261.3%
6 September 20261.1%
13 September 20261.6%
20 September 20260.9%
27 September 20261.6%
4 October 20261.8%

Latest scan = one scan. Overall visibility = all answers in the published window.

Visibility across AI platforms

Share of answers naming this brand

Chat GPT logo

ChatGPT

1.3%

Perplexity Logo

Perplexity

1.2%

Google logo with a multicolored capital G in blue, red, yellow, and green.

AI Overviews

1.8%

21 August 2026 – 4 October 2026 (scans 1–8)

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Google AI Overviews names Frog's Leap Winery most often.

It appears in 1.8% of collected Google AI Overviews answers and 1.2% of Perplexity answers: a difference of 0.6 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 13 of 150 questions.

Frog's Leap Winery appears in at least one collected answer to 8.7% of the tracked questions. That is question coverage; the 1.4% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 0.9% to 1.8%. The latest scan was 1.8% on 4 October 2026. Individual scan scores and the published-window score describe different samples.

How this brand compares.

View the full industry list

Industry list

In the same market.

Compare brands using the same question set and published window.

21 August 2026 – 4 October 2026 (scans 1–8)

Named in the sample

Prompts that surface this brand

The brand is named in at least one collected answer to each of these questions.

  • Best American cabernet sauvignon
  • Best American family owned wineries
  • Best American sauvignon blanc
  • Best American wine brand comparisons
  • Best American wine for a picnic
  • Best American wine labels

Examples from the published question set. A mention on one platform does not mean every platform names the brand.

Other brands in these answers

Prompts that surface other brands

Different shopping needs can bring other brands into view. An absence here does not necessarily signal a problem.

  • Best American whiskey distilleries (Westland Distillery, Stranahan's, Westward Whiskey)
  • Best American distilleries (St. George Spirits, Westward Whiskey, Stranahan's)
  • Best American spirits brands (Westland Distillery, Stranahan's, WhistlePig)
  • Best American spirits brands right now (Westland Distillery, Uncle Nearest, WhistlePig)
  • Best craft spirits brands America (St. George Spirits, Stranahan's, Westward Whiskey)
  • What are the best American spirits brands (WhistlePig, Westland Distillery, St. George Spirits)

Competitor names are shown where they appear in the collected examples.

Recorded AI questions and answers

Recorded examples from the scan. Each card pairs a shopper’s prompt with an excerpt from the AI response.

Google AI Overviews

The question asked

Best organic wineries America

From the recorded answer

### Frog's Leap Winery …
Read recorded answer

Recorded answer text · Google AI Overviews · 4 October 2026

Bonterra Organic Estates is America's top large-scale organic winery, celebrated for producing nationally available, regeneratively farmed wines.America is home to several pioneering estates that blend top-tier winemaking with certified organic and biodynamic agriculture. Here are the best organic wineries in America, organized by region.

### California Pacesetters

### Frey Vineyards

- Location: Redwood Valley, Mendocino County, California - The Practice: America's first certified organic and biodynamic winery, farming without synthetic chemicals or added sulfites since 1980. - Standout Details: Family-owned through three generations; creates diverse zero-sulfite-added varietals including Organic Syrah and Biodynamic Zinfandel.

### Frog's Leap Winery

- Location: Rutherford, Napa Valley, California - The Practice: 100% CCOF-certified organic estate utilizing dry-farming techniques and solar power. - Standout Details: Founded on deep soil stewardship, avoiding artificial irrigation on mature vines to capture true Napa terroir.

### Spottswoode Estate Vineyard & Winery

- Location: St. Helena, Napa Valley, California - The Practice: Organic since 1985 with CCOF certification achieved in 1992. - Standout Details: Family-run historic property; integrates a restored riparian corridor alongside precise, highly-rated Cabernet Sauvignons.

---

### Pacific Northwest Leaders

### King Estate Winery

- Location: Eugene, Willamette Valley, Oregon - The Practice: North America's largest certified biodynamic vineyard, transitioning from organic standards to total biodynamic ecosystem management. - Standout Details: Famous for world-class Oregon Pinot Noir and Chardonnay; uses sheep for natural winter weed control.

---

### Regional Innovators

### Modales Wines

- Location: South Haven, Michigan - The Practice: Michigan's first and only certified organic vinifera vineyard. - Standout Details: Converted all 40 acres to certified organic, proving cool-climate lake-effect regions can support clean, low-intervention viticulture.

---

### Quick Comparison of Top Organic Estates | Winery Name | Region | Primary Certification | Noted Varietals | |---|---|---|---| | Frey Vineyards | Mendocino, CA | Organic / Biodynamic | Syrah, Zinfandel, NSA Blends | | Frog's Leap | Napa Valley, CA | CCOF Organic | Zinfandel, Cabernet Sauvignon | | Spottswoode | Napa Valley, CA | CCOF Organic | Cabernet Sauvignon, Sauvignon Blanc | | King Estate | Willamette Valley, OR | Demeter Biodynamic / Organic | Pinot Noir, Chardonnay |

If you'd like to narrow down these recommendations, let me know:

- Your preferred wine varietal (e.g., Cabernet, Pinot Noir, Chardonnay) - Whether you are looking for bottles to buy at home or a winery to visit in person - Your target price range per bottle

ChatGPT

The question asked

Best organic wine America

From the recorded answer

2. Frog's Leap - 🍷 Best premium Napa organic wine …
Read recorded answer

Recorded answer text · ChatGPT · 4 October 2026

If by “best organic wine in America” you mean wines available in the U.S., I'd start with these:

1. Frey Vineyards - ⭐ Best overall organic choice Mendocino, California. America's first certified organic winery; its wines carry the USDA Organic seal and have no added sulfites. Great value, especially the Cabernet Sauvignon and Malbec. www.freywine.com

2. Frog's Leap - 🍷 Best premium Napa organic wine A long-established Napa producer with organically farmed vineyards. Excellent if you want organic farming without sacrificing classic Napa Cabernet quality. theamericanvine.com

3. Tablas Creek - 🌱 Best biodynamic/regenerative option Paso Robles. Its estate is certified biodynamic and its estate wines are also recognized under regenerative-organic standards. Particularly good for Rhône-style reds and whites. winecountrygeographic.blogspot.com

4. Grgich Hills Estate - 🍇 Best high-end Napa option Certified organic/biodynamic farming with serious Napa wines. A strong pick if you're looking for something special rather than inexpensive everyday wine. www.freywine.comtheamericanvine.comorganicwineuncorked.substack.comwww.ams.usda.gov

5. Troon Vineyard - 🌿 Best Oregon regenerative/biodynamic pick Certified regenerative organic and biodynamic, with wines made from organically farmed fruit. winecountrygeographic.blogspot.com

### My pick by budget - Under $20: Frey - $20-40: Tablas Creek - $40+: Frog's Leap or Grgich Hills - If you specifically want no added sulfites: Frey

Important: In the U.S., “organic grapes” and “organic wine” aren't necessarily the same thing. USDA-certified organic wine cannot contain added sulfites; wine labeled “made with organic grapes” can. www.ams.usda.gov

If you tell me your budget ($15, $25, $50+) and red/white/rosé, I can find the best specific bottles currently available in the U.S.

Perplexity

The question asked

Which Napa wineries are actually worth visiting

From the recorded answer

Frog's Leap - Rutherford: The best all-around pick for a relaxed, genuinely Napa experience. Organic farming, dry-farmed vineyards, a historic property, and restrained wines make it feel less corporate.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

If you want excellent wine plus a memorable visit, skip trying to collect tasting-room stamps and choose three or four with distinct personalities:

- Frog's Leap - Rutherford: The best all-around pick for a relaxed, genuinely Napa experience. Organic farming, dry-farmed vineyards, a historic property, and restrained wines make it feel less corporate. - Stag's Leap Wine Cellars - Stags Leap District: Worth it for Cabernet history and the famous Judgment of Paris connection. Choose this over a generic large-production tasting if you want Napa's classic story. - Château Montelena - Calistoga: A beautiful historic estate and a key stop for California wine history, especially if you enjoy Cabernet and Chardonnay. - Domaine Carneros - Carneros: The best choice for sparkling wine, château scenery, and a more leisurely terrace experience. It is also a good opener or closer because Carneros is cooler and closer to Napa's southern end. - Inglenook - Rutherford: An elegant, historic estate with serious Cabernet and a strong sense of place. It is a better choice than many famous names if you want atmosphere as well as wine. - St. Supéry - Rutherford: A good, approachable option with attractive grounds, broad wine selections, and a less intimidating atmosphere. - Hall Wines - St. Helena: Choose it for contemporary art, striking architecture, and polished Cabernet rather than old-school rustic charm. - Chateau Montelena or Castello di Amorosa - Calistoga: Montelena is the better wine-and-history choice; Castello is the better castle-and-spectacle choice, particularly for groups with mixed interests.

## Best itineraries

First visit: Domaine Carneros → Stag's Leap Wine Cellars → Frog's Leap or Inglenook.

Cabernet-focused: Stag's Leap Wine Cellars → Inglenook → Hall.

Scenery and history: Château Montelena → Castello di Amorosa → Frog's Leap.

Less touristy, more relaxed: Frog's Leap → St. Supéry → Clif Family or AXR; these are also highlighted by local-oriented recommendations.

A few practical rules:

- Book appointments in advance; many Napa wineries now operate primarily by reservation, often weeks ahead for popular estates. - Limit the day to two or three tastings-three is plenty if each includes a tour or seated experience. - Pick wineries in the same area rather than zigzagging across the valley. - Treat Screaming Eagle as a name to know, not a realistic stop: it is generally not bookable for ordinary visitors. - For a first trip, Yountville is a convenient base because it is centrally located and offers strong evening dining.

Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.

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Found / Brand snapshot

Frog's Leap Winery

Wine & Spirits

21 August 2026 – 4 October 2026 (scans 1–8)

1.4

%

AI visibility

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A clear measure.
An open method.

Visibility is the share of collected answers that name the brand. Brands in the same industry and market are measured against the same question set.

Published window

52

Answers naming the brand

3599

Answers collected

1.4

AI visibility

Answers naming the brand ÷ all collected answers × 100

01

Ask consistently

The same industry questions across ChatGPT, Perplexity and Google AI Overviews.

02

Record each response

Track brand mentions and positions across the published scans.

03

Compare the same scope

Use the same market, category and measurement window for every comparison.

Read the methodology

This is a sample of AI responses. Answers vary by platform and date; visibility does not measure sales or product quality.

Overall visibility combines answers within the published dates. Some market series accumulate scans from launch; others use four-scan cycles. A new cycle changes the scoring window, while individual scan history is retained. Compare the dates and sample sizes before comparing periods.

In the Found by Flux AI Visibility Index, Frog's Leap Winery ranks #14 among 43 tracked brands for Wine & Spirits · United States (21 August 2026 – 4 October 2026). Its visibility is 1.4%. It was named in 52 of 3,599 AI answers across 13 of 150 tracked questions, averaging position 1.5 when mentioned.

Source: Found by Flux · ChatGPT, Perplexity and Google AI Overviews. Visibility measures mentions in this sample, not sales or recommendation quality.

The scores, explained.

The scope, scores and comparisons behind this brand profile.

What is this brand’s AI Visibility Score?

Found by Flux records 1.4% AI visibility for Frog's Leap Winery in Wine & Spirits · United States, measured over 21 August 2026 – 4 October 2026. It ranks #14 among 43 tracked brands.

How often does AI mention this brand?

Frog's Leap Winery was named in 52 of 3,599 collected AI answers, across 13 of 150 tracked questions, for Wine & Spirits · United States (21 August 2026 – 4 October 2026). A mention can include a comparison or qualification; it is not necessarily a recommendation.

How is the AI Visibility Score calculated?

Found divides the number of collected answers naming Frog's Leap Winery by all 3,599 answers in the published Wine & Spirits · United States sample, then multiplies by 100. The same question set is used across ChatGPT, Perplexity and Google AI Overviews. See the Found methodology for the scope and limitations.

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