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Prodigal Coffee

Prodigal Coffee

AI visibility and ranking for Coffee: United States

Prodigal Coffee
appears in
0.3
% of measured AI answers in this industry and market.

Found score

Track Prodigal Coffee’s AI visibility weekly →

AI visibility scores and ranking

Data through

November 8, 2026

Updated

November 8, 2026

Latest scan visibility

0.4

November 8, 2026

Overall visibility

0.3

21 August 2026 – 8 November 2026 (scans 1–13)

Industry rank

33

Within this industry and market

Published scan history

Across 13 recorded scans from 21 August 2026 to 8 November 2026, Prodigal Coffee's single-scan score moved from 0.0% to 0.4%, up 0.4 percentage points. Latest recorded scan 0.4% on 8 November 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 – 8 November 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 20260.2%
30 August 20260.4%
6 September 20260.0%
13 September 20260.0%
20 September 20260.0%
27 September 20260.0%
4 October 20260.4%
11 October 20260.0%
18 October 20260.4%
25 October 20260.4%
1 November 20260.9%
8 November 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

0.4%

Perplexity Logo

Perplexity

0.2%

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

AI Overviews

0.2%

21 August 2026 – 8 November 2026 (scans 1–13)

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ChatGPT names Prodigal Coffee most often.

It appears in 0.4% of collected ChatGPT answers and 0.2% of Google AI Overviews answers: a difference of 0.2 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 6 of 150 questions.

Prodigal Coffee appears in at least one collected answer to 4.0% of the tracked questions. That is question coverage; the 0.3% visibility score measures its share of individual answers.

Across 13 published scans, visibility ranged from 0.0% to 0.9%. The latest scan was 0.4% on 8 November 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 – 8 November 2026 (scans 1–13)

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 US
  • Best light roast coffee US
  • Best new coffee roasters US
  • Best small batch coffee roasters US
  • Best specialty coffee roasters US
  • Which American coffee roasters are actually good

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 direct trade coffee roasters US (Trade Coffee, Intelligentsia Coffee, Stumptown Coffee Roasters)
  • Best online coffee roasters US (Onyx Coffee Lab, Black & White Coffee Roasters, Counter Culture Coffee)
  • Which American coffee roasters are actually good (Counter Culture Coffee, Onyx Coffee Lab, SEY Coffee)
  • Best rotating single origin subscription US (SEY Coffee, Intelligentsia Coffee, Sightglass Coffee)
  • Best small batch coffee roasters US (Onyx Coffee Lab, Black & White Coffee Roasters, Verve Coffee Roasters)
  • Which coffee brands are worth buying on Black Friday US (Stumptown Coffee Roasters, Intelligentsia Coffee, Counter Culture 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 new coffee roasters US

From the recorded answer

Prodigal Coffee 4.6 (10) …
Read recorded answer

Recorded answer text · Google AI Overviews · 4 October 2026

Some of the best new and rising specialty coffee roasters in the United States include experimental and light-roast favorites featured in specialty communities.

### Top Rising and Acclaimed US Roasters

---

![]( Black & White Coffee Roasters 4.7 (380) $1-10 Coffee shop Closed Raleigh, NC Call Directions Website Known for wildly creative, anaerobic, and experimental flavor profiles alongside ultra-clean everyday offerings. ---

![]( Brandywine Coffee Roasters 5.0 (10) Coffee roastery Closed Call Website Famous for vibrant, fruit-forward light roasters and distinct, artsy hand-stamped packaging. ---

![]( Sey Coffee 4.6 (1.2K) $1-10 Cafe Closed Brooklyn, NY Call Directions Website Widely praised for delicate, Scandinavian-style light-roast single origins that highlight pure, transparent terroir. ---

![]( Prodigal Coffee 4.6 (10) Coffee roastery Closed Boulder, CO Directions Website Founded by industry veteran Scott Rao, focusing on exceptionally dialed-in, high-clarity coffees. ---

![]( Hydrangea Coffee Roasters 5.0 (1) Coffee roastery Closed Berkeley, CA Directions Website Gaining a massive following for cutting-edge thermal shock and co-fermented experimental microlots.If you'd like to narrow down your coffee choice, tell me:

- Do you prefer light/washed, clean coffees or funky, experimental, co-fermented beans? - What brew method do you use (pour-over, espresso, drip)?

I can recommend the exact bag to try next.

ChatGPT

The question asked

Best coffee roasters US

From the recorded answer

!Prodigal Coffee …
Read recorded answer

Recorded answer text · ChatGPT · 8 November 2026

If you're looking for the best coffee roasters in the US, I'd focus on specialty roasters known for exceptional green coffee sourcing, roasting quality, consistency, and distinctive flavor profiles.

Here are my top recommendations for 2026.

## 15 standout US coffee roasters

A curated shortlist combining competition recognition, specialty-coffee reputation, sourcing, and community rankings-not a strict objective ranking.

!Onyx Coffee Lab - Downtown - Coffee Roaster Profile | My Coffee Explorer

1\. Onyx Coffee Lab

(Top overall pick)

Rogers, Arkansas

Exceptional sourcing, competition credentials, transparency, and beautifully roasted coffees.

Best for: Premium specialty coffee

Shop Onyx

---

!SEY - 2025 Francy Burbano; Buena Vista, New Season - Colombia

2\. Sey Coffee

Brooklyn, New York

Extremely refined light roasts, beautiful single origins, and outstanding sourcing.

Best for: Light, floral, delicate coffees

Shop Sey

---

!The Natural | Year Round | Black & White Coffee Roasters

3\. Black & White Coffee Roasters

Raleigh, North Carolina

Experimental processing, exciting fermentation profiles, and adventurous coffees.

Best for: Funky, fruit-forward coffees

Shop Black & White

---

!Passenger Coffee Stowaway Blend Coffee Beans | Crate & Barrel

4\. Passenger Coffee

Lancaster, Pennsylvania

Excellent traceability, carefully sourced coffees, and elegant roasting.

Best for: Exceptional single-origin coffee

Shop Passenger

---

!Flor de Corazón - Sweet Bloom Coffee

5\. Sweet Bloom Coffee

Denver, Colorado

Award-winning roasting with excellent balance and clarity.

Best for: Balanced, sophisticated coffees

Shop Sweet Bloom

---

!Gesha Village Estate Lot 109, Ethiopia

6\. George Howell Coffee

Massachusetts

A pioneer in specialty coffee, with an emphasis on exceptional green coffee and freshness.

Best for: Classic high-end specialty coffee

Shop George Howell

---

!Subscriptions - Heart Coffee Roasters

7\. Heart Coffee Roasters

Portland, Oregon

Clean, sweet, fruit-forward coffees with excellent roasting consistency.

Best for: Pour-over and filter coffee

Shop Heart

---

!Prodigal Coffee

8\. Prodigal Coffee

Boulder, Colorado

Highly technical roasting approach and carefully selected specialty lots.

Best for: Coffee enthusiasts and professionals

Shop Prodigal

---

!Order Verve Coffee Roasters (Melrose Avenue) Menu Delivery【Menu & Prices】| West Hollywood | Uber Eats

9\. Verve Coffee Roasters

Santa Cruz, California

Consistently good specialty coffee, excellent sourcing, and approachable profiles.

Best for: Everyday premium coffee

Shop Verve

---

!Revue de torréfaction: JBC Coffee Roasters

10\. JBC Coffee Roasters

Madison, Wisconsin

Award-winning specialty coffee and excellent single-origin selections.

Best for: Competition-quality coffees

Shop JBC

---

!Companion Blend

11\. Little Wolf Coffee

Ipswich, Massachusetts

Carefully sourced coffees with delicate, nuanced roasting.

Shop Little Wolf

---

!PERC COFFEE

12\. PERC Coffee

Savannah, Georgia

Fun, expressive coffees with a strong specialty identity.

Shop PERC

---

!Tandem Coffee Roasters - Portland, ME - Coffee Shop and Bakery

13\. Tandem Coffee Roasters

Portland, Maine

Sweet, approachable coffees and excellent seasonal offerings.

Shop Tandem

---

![Hydrangea- Castillo Lychee Finca El Paraiso 4oz - Norma Supply Co.](

14\. Hydrangea Coffee Roasters

Berkeley, California

Small-batch specialty coffee with distinctive, carefully selected lots.

Shop Hydrangea

---

!Counter Culture Coffee Hologram Whole Bean Coffee, 12 oz Pack Of 6 - Walmart.com

15\. Counter Culture Coffee

Durham, North Carolina

Excellent sourcing transparency, dependable quality, and educational resources.

Shop Counter Culture

Sources informing the shortlist: coffeeroast.comcrumble.mecuppdcoffee.comperfectdailygrind.comcoffeebros.com

## My top five, depending on what you want

| What you're looking for | My pick | |--------|--------| | Best overall | Onyx | | Best light roast | Sey | | Best experimental coffee | Black & White | | Best single origin | Passenger | | Best balanced specialty coffee | Sweet Bloom |

## One question that would help narrow this down

Are you looking for roasters primarily for\:

- Personal consumption - buying the best beans for home espresso or pour-over. - Coffee business / wholesale - sourcing beans for a café or coffee company. - Coffee industry research - identifying the best specialty roasters in America. - Private label / white label - finding roasters who can roast and package coffee under your own brand.

The distinction matters because the best roaster for an exceptional \$30 bag isn't necessarily the best wholesale partner.

Perplexity

The question asked

Best specialty coffee roasters US

From the recorded answer

Prodigal Coffee - Boulder, Colorado: Best for enthusiasts interested in roasting theory and highly precise, modern light roasts.
Read recorded answer

Recorded answer text · Perplexity · 1 November 2026

Top U.S. specialty coffee roasters worth trying:

- Onyx Coffee Lab - Rogers, Arkansas: Excellent all-around choice, with competition-level coffees, detailed sourcing information, and both filter and espresso options. - SEY Coffee - Brooklyn, New York: Best for very light, floral, tea-like single origins and high-clarity pour-overs. - Black & White Coffee Roasters - North Carolina: Ideal for adventurous drinkers who enjoy experimental processing, fermentation, tropical fruit, and candy-like sweetness. - Heart Coffee Roasters - Portland, Oregon: Known for clean, elegant, light-roast coffees, especially for filter brewing. - Passenger Coffee - Lancaster, Pennsylvania: A strong pick for rare lots, meticulous sourcing, and producer-level traceability. - George Howell Coffee - Massachusetts: A foundational U.S. specialty roaster with refined, classic light-roast coffees and exceptional single origins. - Counter Culture Coffee - Durham, North Carolina: Great for transparent sourcing, sustainable practices, approachable blends, and consistent quality. - Prodigal Coffee - Boulder, Colorado: Best for enthusiasts interested in roasting theory and highly precise, modern light roasts. - Verve Coffee Roasters - Santa Cruz, California: A versatile option offering fruit-forward specialty coffee that remains approachable for everyday drinking. - Intelligentsia Coffee - Chicago, Illinois: A long-established specialty name with strong espresso, filter, and direct-trade offerings.

Best starting point: Choose Onyx for variety, SEY for delicate light roasts, Black & White for experimental coffees, or Counter Culture for a more approachable daily brew. These recommendations reflect recent specialty-roaster roundups and differ mainly by roast style, sourcing approach, and brewing preference.

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

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Found / Brand snapshot

Prodigal Coffee

Coffee

21 August 2026 – 8 November 2026 (scans 1–13)

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

15

Answers naming the brand

5838

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, Prodigal Coffee ranks #33 among 41 tracked brands for Coffee · United States (21 August 2026 – 8 November 2026). Its visibility is 0.3%. It was named in 15 of 5,838 AI answers across 6 of 150 tracked questions, averaging position 3.3 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 Prodigal Coffee in Coffee · United States, measured over 21 August 2026 – 8 November 2026. It ranks #33 among 41 tracked brands.

How often does AI mention this brand?

Prodigal Coffee was named in 15 of 5,838 collected AI answers, across 6 of 150 tracked questions, for Coffee · United States (21 August 2026 – 8 November 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 Prodigal Coffee by all 5,838 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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