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Tank Garage Winery

Tank Garage Winery

AI visibility and ranking for Wine & Spirits: United States

Wine & Spirits [US]
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Calistoga winery selling almost entirely through its own club and direct channel.

Tank Garage Winery
appears in
0.2
% of measured AI answers in this industry and market.

Found score

Track Tank Garage Winery’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 18, 2026

Updated

October 18, 2026

Latest scan visibility

0.4

October 18, 2026

Overall visibility

0.2

21 August 2026 – 18 October 2026 (scans 1–10)

Industry rank

36

Within this industry and market

Published scan history

Across 10 recorded scans from 21 August 2026 to 18 October 2026, Tank Garage Winery's single-scan score moved from 0.0% to 0.4%, up 0.4 percentage points. Latest recorded scan 0.4% on 18 October 2026; combined-window score 0.2%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.2% over 21 August 2026 – 18 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20260.0%
24 August 20260.0%
30 August 20260.0%
6 September 20260.0%
13 September 20260.2%
20 September 20260.2%
27 September 20260.2%
4 October 20260.0%
11 October 20260.4%
18 October 20260.4%

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

0.0%

Perplexity Logo

Perplexity

0.3%

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

AI Overviews

0.1%

21 August 2026 – 18 October 2026 (scans 1–10)

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Perplexity names Tank Garage Winery most often.

It appears in 0.3% of collected Perplexity answers and 0.0% of ChatGPT answers: a difference of 0.3 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 4 of 150 questions.

Tank Garage Winery appears in at least one collected answer to 2.7% of the tracked questions. That is question coverage; the 0.2% visibility score measures its share of individual answers.

Across 10 published scans, visibility ranged from 0.0% to 0.4%. The latest scan was 0.4% on 18 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 – 18 October 2026 (scans 1–10)

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 wine labels
  • Best American wineries to order online from
  • Best boutique wine labels America
  • Best small batch American wine

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 craft spirits brands America (St. George Spirits, Kings County Distillery, Westland Distillery)
  • Best American craft distilleries (St. George Spirits, Westward Whiskey, Frey Ranch Distillery)
  • What are the best American spirits brands (WhistlePig, Sagamore Spirit, St. George Spirits)
  • Best American made spirits (Westland Distillery, Still Austin Whiskey Co, Garrison Brothers)
  • Best boutique American distilleries (St. George Spirits, Kings County Distillery, Frey Ranch Distillery)
  • Best natural wine producers America (Martha Stoumen Wines, Broc Cellars, Donkey & Goat)

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 American wine labels

From the recorded answer

Tank Garage Winery (California): Known for vintage automotive-inspired aesthetics and edgy, pop-culture art. Standout designs include The Heavy, featuring bare-knuckle boxer John L. Sullivan, and Nothing Gold Can Stay, styled by Bronx graffiti artist T-KID (Julius Cavero).
Read recorded answer

Recorded answer text · Google AI Overviews · 11 October 2026

Some of the most iconic, artistic, and award-winning American wine labels combine bold visual storytelling with acclaimed winemaking:

- Tank Garage Winery (California): Known for vintage automotive-inspired aesthetics and edgy, pop-culture art. Standout designs include The Heavy, featuring bare-knuckle boxer John L. Sullivan, and Nothing Gold Can Stay, styled by Bronx graffiti artist T-KID (Julius Cavero). - Michael David Winery - Freakshow (Lodi, California): A multi-award winner in printing and packaging competitions (including the TLMI Label Awards), featuring high-definition flexographic printing and vibrant circus-themed imagery. - Charles Spinetta Winery (California): A pioneer of full-color wildlife art labels in the U.S., featuring intricate, muted-tone animal paintings commissioned from artist Joe Garcia. - Bonny Doon Vineyard (California): Famed for whimsical, literary- and caricature-rich labels like A Proper Claret, which portrays winemaker Randall Grahm's alter ego. - Valley of the Moon (Sonoma County, California): Features a striking, celestial focal point celebrating the night sky and the historic roots of Sonoma winemaking.

If you're looking for something specific, tell me:

- Are you shopping for a gift, a special occasion, or a collector's bottle? - Do you have a preferred wine varietal (like Cabernet Sauvignon, Pinot Noir, or Chardonnay)?

Perplexity

The question asked

Best American wineries to order online from

From the recorded answer

Tank Garage Winery - Calistoga, California: Creative small-batch California wines and unusual varietal blends.
Read recorded answer

Recorded answer text · Perplexity · 18 October 2026

For direct-to-consumer ordering, these American wineries are strong starting points, offering distinctive wines and online shipping options where permitted by state law:

- Broc Cellars - Berkeley, California: Natural-leaning, low-intervention wines, especially Carignan, Valdiguié, Chenin Blanc, and pét-nat. - Donkey & Goat - Berkeley, California: Rhône varieties and other small-production wines with minimal intervention. - Lo-Fi Wines - Los Alamos, California: Approachable, lively California wines, including Chenin Blanc, Riesling, Gamay, and red blends. - AmByth Estate - Templeton, California: Biodynamic, amphora-aged, low-intervention wines from Paso Robles. - Tank Garage Winery - Calistoga, California: Creative small-batch California wines and unusual varietal blends. - Bow & Arrow Wines - Portland, Oregon: Excellent value-oriented Oregon Pinot Noir, Gamay, and other cool-climate wines. - Franchere Wine Company - Willamette Valley, Oregon: Refined Oregon wines, especially Pinot Noir and Chardonnay. - Macari Vineyards - North Fork, New York: Strong Long Island Chardonnay, Cabernet Franc, Merlot, and Sauvignon Blanc. - Heart & Hands Wine Company - Union Springs, New York: Notable Finger Lakes Riesling and cool-climate wines. - Old Westminster Winery - Westminster, Maryland: Adventurous, low-intervention wines from the Mid-Atlantic. - Southold Farm + Cellar - Fredericksburg, Texas: Distinctive Texas wines, including Rhône varieties and unconventional blends.

### Best by style

| If you want… | Try | |---|---| | Natural wine | Broc Cellars, Donkey & Goat, Old Westminster | | Oregon Pinot Noir | Bow & Arrow, Franchere | | New York Riesling | Heart & Hands | | California creativity | Tank Garage, Lo-Fi | | Texas wine | Southold Farm + Cellar | | Biodynamic wines | AmByth Estate |

For the widest selection rather than direct winery purchases, Vivino, Bounty Hunter, and specialist retailers such as Astor Wines are useful alternatives; availability, shipping fees, and delivery eligibility vary by destination state. Check each winery's shipping map before ordering, since direct wine shipment rules differ across the United States.

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

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Found / Brand snapshot

Tank Garage Winery

Wine & Spirits

21 August 2026 – 18 October 2026 (scans 1–10)

0.2

%

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

7

Answers naming the brand

4494

Answers collected

0.2

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, Tank Garage Winery ranks #36 among 43 tracked brands for Wine & Spirits · United States (21 August 2026 – 18 October 2026). Its visibility is 0.2%. It was named in 7 of 4,494 AI answers across 4 of 150 tracked questions, averaging position 2.1 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 0.2% AI visibility for Tank Garage Winery in Wine & Spirits · United States, measured over 21 August 2026 – 18 October 2026. It ranks #36 among 43 tracked brands.

How often does AI mention this brand?

Tank Garage Winery was named in 7 of 4,494 collected AI answers, across 4 of 150 tracked questions, for Wine & Spirits · United States (21 August 2026 – 18 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 Tank Garage Winery by all 4,494 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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Every shopper question this brand is missing from, the split across ChatGPT, Perplexity and Google AI Overviews, and what is causing the gap.
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