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Cafe Grumpy

Cafe Grumpy

AI visibility and ranking for Coffee: United States

Cafe Grumpy
appears in
0.3
% of measured AI answers in this industry and market.

Found score

Track Cafe Grumpy’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 18, 2026

Updated

October 18, 2026

Latest scan visibility

0.2

October 18, 2026

Overall visibility

0.3

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

Industry rank

30

Within this industry and market

Published scan history

Across 10 recorded scans from 21 August 2026 to 18 October 2026, Cafe Grumpy's single-scan score moved from 0.2% to 0.2%, unchanged (0.0 percentage points). Latest recorded scan 0.2% on 18 October 2026; combined-window score 0.3%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.3% 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 20260.2%
24 August 20260.2%
30 August 20260.4%
6 September 20260.2%
13 September 20260.2%
20 September 20260.4%
27 September 20260.0%
4 October 20260.2%
11 October 20260.4%
18 October 20260.2%

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

0.5%

Perplexity Logo

Perplexity

0.3%

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

AI Overviews

0.0%

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

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ChatGPT names Cafe Grumpy most often.

It appears in 0.5% of collected ChatGPT answers and 0.0% of Google AI Overviews answers: a difference of 0.5 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 3 of 150 questions.

Cafe Grumpy appears in at least one collected answer to 2.0% of the tracked questions. That is question coverage; the 0.3% visibility score measures its share of individual answers.

Across 10 published scans, visibility ranged from 0.0% to 0.4%. The latest scan was 0.2% 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 coffee roasters New York
  • Best cold brew concentrate US
  • Best female founded coffee roasters US
  • Best premium instant coffee US
  • Best single origin coffee US
  • Best specialty instant coffee US

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 online coffee roasters US (Trade Coffee, Onyx Coffee Lab, Counter Culture Coffee)
  • Best specialty coffee roasters US (Onyx Coffee Lab, SEY Coffee, Heart Coffee Roasters)
  • Which American coffee roasters are actually good (SEY Coffee, Heart Coffee Roasters, Onyx Coffee Lab)
  • Best fresh roasted coffee beans US (Onyx Coffee Lab, Counter Culture Coffee, Sightglass Coffee)
  • Best new coffee roasters US (Onyx Coffee Lab, Heart Coffee Roasters, SEY Coffee)
  • Best American coffee brands (Counter Culture Coffee, Stumptown Coffee Roasters, Intelligentsia Coffee)

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 premium instant coffee US

From the recorded answer

Specialty Roaster Collaborations (Onyx, Intelligentsia, and Café Grumpy): Specialty third-wave ro …
Read recorded answer

Recorded answer text · Google AI Overviews · 20 September 2026

The best premium instant coffees available in the US combine specialty-grade beans with freeze-drying methods to deliver fresh-brewed flavor profiles without the wait.

### Top Premium Instant Coffee Options

- Mount Hagen Organic Freeze-Dried Instant Coffee: A long-standing favorite among coffee enthusiasts, this USDA-organic, Fairtrade medium roast offers a smooth, well-balanced cup with low acidity and a clean finish. - Waka Premium Instant Coffee: Made from 100% Colombian Arabica beans and produced using quality freeze-drying, reviewers praise it for an exceptionally clean, smooth taste with almost zero bitterness and fast dissolving. - Starbucks Premium Instant: Specifically the Blonde or Medium Roast variants, crafted from 100% Arabica beans. It is frequently top-ranked for everyday consistency, offering a smooth, slightly sweet profile free of harsh, burnt aftertastes. - Specialty Roaster Collaborations (Onyx, Intelligentsia, and Café Grumpy): Specialty third-wave roasters partner with advanced soluble coffee makers like Swift Cup to turn single-origin, complex seasonal beans into high-clarity instant packets that closely mirror a fresh pour-over.

### Further Exploration

- Read a comprehensive taste test and ranking on Bon Appétit to explore how 40 different instant coffees compare. - Review the expert testing selections on The Guardian Filter for a breakdown of 24 US varieties. - Discover specialty coffee snob picks and single-origin options via Low Key Coffee Snobs.

If you'd like, let me know:

- Your preferred roast profile (light, medium, dark, or espresso) - Whether you prefer single-origin specialty beans or organic everyday blends - If you plan to mix it with milk/sugar or drink it black

I can narrow down the ideal brand for your routine.

ChatGPT

The question asked

Best female founded coffee roasters US

From the recorded answer

!Heartbreaker Espresso - Cafe Grumpy …
Read recorded answer

Recorded answer text · ChatGPT · 11 October 2026

# Best female-founded coffee roasters in the US

If you're looking for excellent specialty coffee while supporting women entrepreneurs, I'd start with roasters that combine great coffee, a distinctive sourcing philosophy, and a woman founder or woman-led ownership\.

One useful distinction: some brands were founded by women, others were acquired or later became women-owned, and some focus specifically on coffee grown by women producers. Those are all worthwhile, but they're not the same thing. A July 2026 directory identifies 44 verified woman-owned independent US roasters, so there's plenty to explore beyond the biggest specialty brands. www.roastlocal.comfellowproducts.com

## My shortlist

![Cafecita is a women-owned coffee roaster based in Los Angeles. - Cafecita Coffee](

## 1\. Cafecita Coffee

Los Angeles, California

Best for women-centered sourcing.

Founded by Natalie Webb, Cafecita works exclusively with sustainable, women-owned coffee farms. A particularly strong choice if you want your purchase to support women throughout the supply chain, not just at the roasting end. cafecitacoffee.com

Shop Cafecita

---

!Sightseer Coffee Roasters - Women-Owned, Women-Grown Coffee in ATX

## 2\. Sightseer Coffee

Austin, Texas

Best for a sourcing mission built around women producers.

Founded by Kimberly Zash and Sara Gibson, Sightseer sources coffee exclusively from women growers and women-led producer organizations, according to Roast Local's 2026 directory. www.roastlocal.comfellowproducts.com

Find Sightseer Coffee

---

![Ethiopia Yirgacheffe - Copper Door Coffee](

## 3\. Copper Door Coffee Roasters

Denver, Colorado

Best for a woman-owned roasting company with an established operation.

Hannah Ulbrich took over the business in 2014 and grew its community-focused vision. Copper Door describes itself as Denver's only 100% female-owned coffee roaster. copperdoorcoffee.com

Shop Copper Door

---

![Ethiopia | Goro Muda | - Cherry Coffee Roasters](

## 4\. Cherry Coffee Roasters

New Orleans, Louisiana

Best for an independent, cafe-connected roasting brand.

Founded by Lauren Fink in 2013, Cherry has built a multi-location business and a rotating coffee program. A good candidate if you value an independent specialty roaster with a strong local identity. www.roastlocal.comfellowproducts.com

Explore Cherry Coffee

---

!Heartbreaker Espresso - Cafe Grumpy

## 5\. Café Grumpy

New York, New York

Best for an established specialty coffee name.

Founded by Caroline Bell, Café Grumpy helped shape Brooklyn's specialty coffee scene and maintains its own roasting program. Worth considering if you want a recognizable, established independent brand. www.roastlocal.comfellowproducts.com

Explore Café Grumpy

---

!RĀKO Coffee Roasters - Lorton, VA | joe coffee

## 6\. RAKO Coffee Roasters

Lorton, Virginia

Best for sustainability-minded specialty coffee.

Run by sisters Lisa and Melissa Gerben, RAKO emphasizes single-origin coffee, sustainable sourcing, and environmentally conscious roasting practices. www.roastlocal.comfellowproducts.com

Explore RAKO

## More roasters worth exploring

These are additional names to consider if you want a broader nationwide shortlist.

- Thread Coffee Roasters - Baltimore, Maryland. Worker-owned, women- and queer-owned, with a strong values-driven business model. www.roastlocal.comfellowproducts.com - Brio Coffeeworks - Burlington, Vermont. An independent, woman-owned roaster with a wholesale program. www.roastlocal.comfellowproducts.com - Helm Coffee Company - Indianapolis, Indiana. Woman-owned and LGBTQ+-owned, founded by Jillion Potter and Carol Fabrizio. www.roastlocal.comfellowproducts.com - White Matter Coffee - Phoenix, Arizona. Founded by Diane McLaughlin; the brand emphasizes women-owned leadership and women-produced coffee, with roasting handled by Copper Door Coffee. whitemattercoffee.com

For a much bigger directory, see Roast Local's 2026 guide to woman-owned coffee roasters\.

My top three to try first\: Cafecita for its women-centered sourcing mission, Sightseer for its specialty coffee and exclusive women-producer sourcing, and Café Grumpy for its established roasting operation.

One question that would help me narrow this to the best rather than simply a representative list: Are you looking for the best coffee to buy for yourself, or are you researching brands for wholesale, retail distribution, or a business partnership?

Perplexity

The question asked

Best coffee roasters New York

From the recorded answer

Cafe Grumpy - Long-running specialty roaster with well-balanced coffees and multiple locations.
Read recorded answer

Recorded answer text · Perplexity · 18 October 2026

New York's strongest coffee roasters include:

- Sey Coffee - Brooklyn favorite for carefully sourced, light-roast single origins. - Coffee Project New York - Known for inventive espresso drinks and distinctive specialty coffees. - Devoción - Excellent for exceptionally fresh Colombian coffee, roasted in Brooklyn. - Partners Coffee - Reliable, polished roasting with several NYC cafés and a broad range of beans. - Cafe Grumpy - Long-running specialty roaster with well-balanced coffees and multiple locations. - Irving Farm Coffee Roasters - A classic New York roaster with cafés in Manhattan and the Hudson Valley. - Ninth Street Espresso - Particularly strong for traditional espresso and expertly prepared coffee. - Bean & Bean - Family-owned, Queens-roasted company offering organic and single-origin coffees. - PROOF Coffee Roasters - A good choice for certified-organic single-origin coffee, espresso, and cold brew. - Artbean Coffee Roasters - Small-batch Brooklyn roaster with a café and art space in Chinatown.

Best overall picks: Sey Coffee for light-roast coffee, Devoción for freshness, Partners for consistency, and Cafe Grumpy for a classic NYC specialty-coffee experience.

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

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Found / Brand snapshot

Cafe Grumpy

Coffee

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

0.3

%

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

12

Answers naming the brand

4493

Answers collected

0.3

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, Cafe Grumpy ranks #30 among 41 tracked brands for Coffee · United States (21 August 2026 – 18 October 2026). Its visibility is 0.3%. It was named in 12 of 4,493 AI answers across 3 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 0.3% AI visibility for Cafe Grumpy in Coffee · United States, measured over 21 August 2026 – 18 October 2026. It ranks #30 among 41 tracked brands.

How often does AI mention this brand?

Cafe Grumpy was named in 12 of 4,493 collected AI answers, across 3 of 150 tracked questions, for Coffee · 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 Cafe Grumpy by all 4,493 answers in the published Coffee · 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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