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Dark Matter Coffee

Dark Matter Coffee

AI visibility and ranking for Coffee: United States

Dark Matter Coffee
appears in
0.5
% of measured AI answers in this industry and market.

Found score

Track Dark Matter Coffee’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

0.5

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

Industry rank

23

Within this industry and market

Published scan history

Across 10 recorded scans from 21 August 2026 to 18 October 2026, Dark Matter Coffee's single-scan score moved from 0.4% to 0.4%, unchanged (0.0 percentage points). Latest recorded scan 0.4% on 18 October 2026; combined-window score 0.5%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.5% 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 20260.4%
24 August 20260.4%
30 August 20260.7%
6 September 20260.2%
13 September 20260.4%
20 September 20260.4%
27 September 20260.7%
4 October 20260.7%
11 October 20260.7%
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

0.9%

Perplexity Logo

Perplexity

0.6%

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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ChatGPT names Dark Matter Coffee most often.

It appears in 0.9% of collected ChatGPT answers and 0.1% of Google AI Overviews answers: a difference of 0.8 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.

Dark Matter Coffee appears in at least one collected answer to 2.0% of the tracked questions. That is question coverage; the 0.5% visibility score measures its share of individual answers.

Across 10 published scans, visibility ranged from 0.2% to 0.7%. 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 coffee for americano US
  • Best coffee gift sets US
  • Best coffee roasters Chicago

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 coffee roasters Chicago

From the recorded answer

Dark Matter Coffee (The Mothership at 738 N. Western Ave): Famous for its edgy branding, rock-and-roll aesthetic, and rich, bold house blends and barrel-aged beans.
Read recorded answer

Recorded answer text · Google AI Overviews · 27 September 2026

Chicago has an incredible specialty coffee scene with top-tier local roasters that source, roast, and brew exceptional beans across the city.

### Top Chicago Coffee Roasters

- Dark Matter Coffee (The Mothership at 738 N. Western Ave): Famous for its edgy branding, rock-and-roll aesthetic, and rich, bold house blends and barrel-aged beans. - [Hexe Coffee Co.](2000 W. Diversey Pkwy): A Gothic-Victorian themed roastery and café in West Town/Roscoe Village offering house-roasted beans, creative craft cocktails, and an on-site bakery. - [Magnífico Coffee Roasters & Coffee Shop ](3063 N. Milwaukee Ave): A warm, Avondale-based Latinx-owned roastery specializing in direct-sourced single-origin Colombian coffees and fresh pastries. - [Coffee Lab & Roasters ](2823 N. Lincoln Ave): A cozy Lakeview favorite featuring slow-extraction Kyoto-style drip cold brews and imaginative seasonal lattes. - [Metric Coffee ](2021 W. Fulton St): A pioneer in lighter, modern, and transparently sourced experimental roasts located on the Near West Side. - [Sputnik Coffee Company ](2618 W. 48th St): A popular Southwest Side roastery known for approachable, delicious craft coffee served right where the beans are roasted.

!Local's Guide to the <b>Best Coffee</b> in <b>Chicago</b> - Traverse If you'd like to narrow down these options, let me know:

- What roast style do you prefer (light, medium, or dark)? - Are you looking for a neighborhood café to sit and work in, or just beans to brew at home?

ChatGPT

The question asked

Best coffee gift sets US

From the recorded answer

### 3\. Dark Matter Coffee Whole Bean Gift Set …
Read recorded answer

Recorded answer text · ChatGPT · 11 October 2026

# Best coffee gift sets in the US (2026)

If you're shopping for a coffee lover, I'd prioritize a set with several interesting coffees, attractive gift packaging, and freshly roasted beans rather than another generic mug. The best choice depends on whether they enjoy specialty coffee, flavored blends, or a complete coffee-and-treats gift.

Here are my top picks across different budgets, based on currently listed products and coffee gift guides. dripanddose.comthecoffeeguru.net

## Top coffee gift sets to consider

### 1\. World Tour Coffee Sampler

Best overall for variety

## \$59.95

Six half-pound bags of gourmet coffee from different growing regions. A generous gift for someone who enjoys exploring new flavors. www.coffeeam.com

Sold by CoffeeAM

4.8/5 (270 reviews)

Shop the World Tour Sampler

---

### 2\. Methodical Collection Sample Box

Best for specialty coffee fans

## \$32.00

Three 6-ounce bags showcasing classic, contemporary, and adventurous coffee profiles. A thoughtful pick for someone who likes discovering small-batch roasts. methodicalcoffee.com

Sold by Methodical Coffee

4.8/5 (35 reviews)

Shop Methodical Coffee

---

### 3\. Dark Matter Coffee Whole Bean Gift Set

Best coffee-and-chocolate gift

## \$34.99

Includes medium-roast whole-bean coffee, a branded mug, and two artisan dark chocolate bars. Ideal for birthdays, thank-you gifts, and cozy evenings. www.worldmarket.com

Sold by World Market

Shop the gift set

---

### 4\. Classic Selection Coffee Gift Box

Best for flavored-coffee lovers

## \$52.99

A sampler of classic coffees and popular blends, including Colombian, French Roast, and Breakfast Blend. A good choice for someone who likes familiar, crowd-pleasing flavors. www.coffeebeanery.com

Sold by Coffee Beanery

4.8/5 (399 reviews)

Shop Coffee Beanery

---

### 5\. Cafe Du Monde Gift Set - Coffee, Beignet Mix, Mug - Boxed Se…

Best themed food gift

## \$40.75

A New Orleans-inspired set with coffee and chicory, beignet mix, and a mug. Particularly nice for someone who enjoys Southern food culture or has a connection to New Orleans. www.walmart.com

Listed by Walmart marketplace seller

Shop the Café du Monde set

## Quick comparison

| Gift style | My pick | Listed price | |--------|--------|--------| | Generous coffee assortment | CoffeeAM World Tour | \$59.95 | | Specialty roasts | Methodical Collection | \$32 | | Coffee, mug and chocolate | Dark Matter set | \$34.99 sale price | | Flavored sampler | Coffee Beanery Classic Selection | \$52.99 | | Coffee and baking treats | Café du Monde set | \$40.75 |

Prices are from retrieved listings and may change; shipping and gift-wrap costs may be extra.

## Help me narrow it down

What's your budget?

Under \$30

\$30-\$60

\$60-\$100

\$100+

---

Who is it for?

Specialty coffee lover

Casual coffee drinker

Flavored coffee lover

Corporate or client gift

---

What kind of set?

Coffee sampler or gift box

Coffee with mug and treats

Premium luxury presentation

Coffee preference

Whole beans

Ground coffee

Not sure

[Find my best options]

Perplexity

The question asked

Best coffee roasters Chicago

From the recorded answer

Dark Matter Coffee - Known for creative blends, distinctive packaging, and a distinctly Chicago identity.
Read recorded answer

Recorded answer text · Perplexity · 18 October 2026

Chicago's standout coffee roasters include:

- Metric Coffee - Excellent single-origin coffees and carefully developed blends; a strong choice for pour-over and espresso. Its cafés are in areas including Avondale and Logan Square. - Intelligentsia Coffee - One of Chicago's best-known specialty roasters, with polished espresso and a broad selection of coffees. - Big Shoulders Coffee - Reliable, approachable coffee with multiple city locations; especially good for a straightforward daily cup. - Dark Matter Coffee - Known for creative blends, distinctive packaging, and a distinctly Chicago identity. - Sawada Coffee - Popular for high-quality coffee, espresso drinks, and its West Loop café experience. - Gaslight Coffee Roasters - A neighborhood-focused option in Logan Square, with its café at 2385 N. Milwaukee Avenue. - Hero Coffee Bar - A convenient Loop option that roasts its own coffee and is well regarded by local guides. - Tala Coffee Roasters - A specialty roaster based in nearby Libertyville, worth considering if you are in the northern suburbs.

Best overall starting points: Metric for modern specialty coffee, Intelligentsia for classic Chicago coffee culture, and Dark Matter for the most distinctive local style.

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

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Found / Brand snapshot

Dark Matter Coffee

Coffee

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

0.5

%

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

23

Answers naming the brand

4493

Answers collected

0.5

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, Dark Matter Coffee ranks #23 among 41 tracked brands for Coffee · United States (21 August 2026 – 18 October 2026). Its visibility is 0.5%. It was named in 23 of 4,493 AI answers across 3 of 150 tracked questions, averaging position 1.7 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 0.5% AI visibility for Dark Matter Coffee in Coffee · United States, measured over 21 August 2026 – 18 October 2026. It ranks #23 among 41 tracked brands.

How often does AI mention this brand?

Dark Matter Coffee was named in 23 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 Dark Matter Coffee 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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