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Wolff

Wolff

AI visibility and ranking for Coffee: Australia

Brisbane roaster carrying a family coffee legacy into a new generation of ownership.

Wolff
appears in
1.6
% of measured AI answers in this industry and market.

Found score

Track Wolff’s AI visibility weekly →

AI visibility scores and ranking

Data through

November 8, 2026

Updated

November 8, 2026

Latest scan visibility

1.8

November 8, 2026

Overall visibility

1.6

25 October – 8 November 2026 (scan 3 of 4)

Industry rank

25

Within this industry and market

Published scan history

Across 15 recorded scans from 11 August 2026 to 8 November 2026, Wolff's single-scan score moved from 1.1% to 1.8%, up 0.7 percentage points. Latest recorded scan 1.8% on 8 November 2026; combined-window score 1.6%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.6% over 25 October – 8 November 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
11 August 20261.1%
13 August 20261.3%
16 August 20262.4%
26 August 20261.3%
30 August 20261.3%
6 September 20261.3%
13 September 20260.7%
20 September 20260.7%
27 September 20261.1%
4 October 20260.9%
11 October 20261.3%
18 October 20261.3%
25 October 20261.8%
1 November 20261.3%
8 November 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

3.1%

Perplexity Logo

Perplexity

1.3%

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

AI Overviews

0.4%

25 October – 8 November 2026 (scan 3 of 4)

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ChatGPT names Wolff most often.

It appears in 3.1% of collected ChatGPT answers and 0.4% of Google AI Overviews answers: a difference of 2.7 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.

Wolff appears in at least one collected answer to 8.7% of the tracked questions. That is question coverage; the 1.6% visibility score measures its share of individual answers.

Across 15 published scans, visibility ranged from 0.7% to 2.4%. The latest scan was 1.8% 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.

25 October – 8 November 2026 (scan 3 of 4)

Share of collected answers naming each brand

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 beans Australia
  • Best coffee roasters Australia
  • Best coffee roasters Brisbane
  • Best coffee subscription deals Australia
  • Best cold brew concentrate Australia
  • Best premium instant coffee Australia

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.

  • What coffee beans do cafes use in Australia (Campos, Five Senses, Toby's Estate)
  • Best Australian coffee brands (Campos, Market Lane, Coffee Alchemy)
  • Best online coffee roasters Australia (Market Lane, ONA Coffee, Proud Mary)
  • Best coffee for filter brewing Australia (ONA Coffee, Market Lane, Code Black)
  • Best coffee roasters Melbourne (Proud Mary, Seven Seeds, Market Lane)
  • Best espresso beans Australia (Campos, Veneziano, Single O)

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 cold brew concentrate Australia

From the recorded answer

![Wolff Coffee Roasters (Cold Wolff Cold Brew Concentrate, 1.5L) …
Read recorded answer

Recorded answer text · Google AI Overviews · 8 November 2026

Several standout cold brew and coffee concentrates are available in Australia, ranging from large-format specialty boxes to quick-mixing bottles:

---

![Wolff Coffee Roasters (Cold Wolff Cold Brew Concentrate, 1.5L) Wolff Coffee Roasters (Cold Wolff Cold Brew Concentrate, 1.5L) | Wolff Coffee Roasters](

Crafted from Chiapas Arabica beans with notes of cocoa, sweet spice, and brown sugar. It yields around 50 servings per box and stays fresh in the fridge for up to 6 weeks. They also offer a Zero Caffeine Version.

---

![Brew Bear Cold Brew Coffee Concentrate (2L Bottle) Brew Bear Cold Brew Coffee Concentrate (2L Bottle) | Brew Bear](

Known for a smooth, strong, and versatile Australian-made profile.

---

Mr Bean Cold Brew Coffee (1.5L Pouch / 500ml Bottles) Brewed for 24 hours to reduce acidity by around 70% while offering clean, bold flavor and about 15 shots per bottle.

---

![Coffee Hero (Cold Brew Coffee Concentrate, 500ml) Coffee Hero (Cold Brew Coffee Concentrate, 500ml) | Coffee Hero](

A smooth, low-acidity option designed to pair easily with milk.

---

Dosed (Liquid Instant Coffee Concentrate, Original Bean) A high-strength pure coffee bean extract that mixes instantly like a cold brew concentrate.

---

![Aussie Coffee Roasters (Royal Blend Cold Brew Concentrate, 250ml) Aussie Coffee Roasters (Royal Blend Cold Brew Concentrate, 250ml) | Aussie Coffee Roasters& more](

An accessible, budget-friendly bottled concentrate built for a simple 1:3 ratio with water or milk.If you'd like to narrow down the best choice, let me know:

- Do you prefer black coffee or mixing it with milk/plant-based alt-milks? - Are you looking for a caffeinated or decaf option? - What is your preferred bottle size or budget?

ChatGPT

The question asked

Best coffee beans Australia

From the recorded answer

7\. Wolff Coffee Roasters - Best Brisbane option* …
Read recorded answer

Recorded answer text · ChatGPT · 8 November 2026

Australia has an excellent specialty coffee scene. If you're looking for genuinely good coffee beans rather than just supermarket brands, I'd start with these roasters.

## 10 Australian coffee brands worth trying

!Market Lane Coffee Seasonal Blend Whole Beans 250g | Shop online at Yarraville Square Fresh Market in Yarraville, Victoria

1\. Market Lane Coffee - Best overall

Melbourne roaster. Beautifully balanced, sweet, chocolatey and fruity options. Great for espresso and filter.

My top all-round recommendation

Approx. \$24-\$34 / 250g

Shop Market Lane

---

![Specialty Coffee Beans | Sustainable Roaster Australia - ONA Coffee](

2\. ONA Coffee - Premium specialty

Exceptional single-origin coffees, particularly if you enjoy complex flavours and fruity notes.

Premium pricing

Shop ONA

---

!Campos Superior Coffee Beans 500g | Woolworths

3\. Campos Coffee - Best everyday coffee

Superior Blend offers caramel, butterscotch and chocolate flavours. Excellent for flat whites and cappuccinos.

Approx. \$20-\$30 / 250g

Shop Campos

---

!Seven Seeds - Golden Gate blend - Espresso roast

4\. Seven Seeds - Best balanced coffee

Smooth, sweet and versatile. A great choice for espresso or filter coffee.

Shop Seven Seeds

---

!Italo Disco | Italian Espresso Blend | ST. ALi

5\. ST. ALi - Best stronger espresso

Rich, bold, chocolate and spice flavours. Particularly good with milk.

Shop ST. ALi

---

!Killerbee - Coffee Blend (fruit sweetness & creamy body) | Single O

6\. Single O - Best specialty blend

Killerbee is a versatile espresso blend with sweetness and good body.

Shop Single O

---

!Edelweiss Blend Vol.3

7\. Wolff Coffee Roasters - Best Brisbane option

Local specialty roaster with interesting blends and single origins.

Explore Wolff

---

!Bellissimo Cafés | Espresso

8\. Bellissimo Coffee - Great local choice

Established Brisbane roaster with approachable espresso blends.

Shop Bellissimo

---

!Veneziano Coffee Roasters

9\. Veneziano Coffee Roasters - Great espresso

Crave is a popular option for rich, satisfying milk-based coffees.

Shop Veneziano

---

![Toby's Estate Woolloomooloo Espresso Coffee | Harris Farm - Harris Farm Markets](

10\. Toby's Estate - Great everyday espresso

Chocolate, caramel and nutty flavours. Particularly suitable for flat whites.

Shop Toby's Estate

Selections informed by Australian coffee guides and roaster profiles. albertreview.com.auwww.experteasy.com.auwww.australiancoffeeindex.comwww.timeout.com

## My recommendations by coffee style

| What you enjoy | Try | |--------|--------| | Rich, chocolatey coffee | Campos Superior | | Smooth flat whites | Seven Seeds | | Strong, bold espresso | ST. ALi | | Fruity, complex coffee | ONA | | Premium everyday coffee | Market Lane | | Brisbane-roasted coffee | Wolff or Bellissimo |

## Let me narrow it down to the best beans for you

1\. How do you make your coffee?

---

2\. What flavour do you prefer?

---

3\. What's your budget?

---

4\. What do you want to buy?

Whole beans

Pre-ground coffee

Either

[Find my best coffee beans]

I'll use those preferences to shortlist the best Australian roasters and specific beans, rather than just give you a generic brand list.

Perplexity

The question asked

Best coffee roasters Brisbane

From the recorded answer

Wolff Coffee Roasters - Excellent for technically precise, lighter specialty roasts and origin-focused coffees; based around Darra/Clayfield.
Read recorded answer

Recorded answer text · Perplexity · 8 November 2026

Brisbane has an excellent specialty-coffee scene. The best roaster depends on your preferred style:

- Bellissimo Coffee - Best all-round local roaster; wide range of blends and single origins, with cafés and subscriptions available. - Wolff Coffee Roasters - Excellent for technically precise, lighter specialty roasts and origin-focused coffees; based around Darra/Clayfield. - Blackstar Coffee Roasters - A strong West End choice for organic, Fairtrade-certified coffee and approachable, balanced flavours. - Merlo Coffee - Best for traditional Italian-style espresso and dependable everyday blends, with several Brisbane cafés. - BUNO Coffee Roasters - Good for approachable blends, single origins, capsules and buying directly from a Brisbane roastery in Northgate. - Monument Coffee - Worth trying for medium-light, origin-driven specialty coffee, particularly around West End. - Veneziano Coffee Roasters - A polished multi-city roaster with a substantial Brisbane presence and consistently well-developed espresso. - Salt Coffee Roasters - A good Newstead option for quality café coffee and fresh beans. - Neighbourhood Coffee Roasters - A convenient Albion choice if you want locally roasted beans and café service. - Coffee Anthology - Best for tasting different high-end coffees rather than sticking to one house roaster; its rotating multi-roaster selection is a major draw.

Best short list: start with Bellissimo, Wolff, and Blackstar for locally roasted beans; choose Coffee Anthology for the broadest tasting experience.

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

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Found / Brand snapshot

Wolff

Coffee

25 October – 8 November 2026 (scan 3 of 4)

1.6

%

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

22

Answers naming the brand

1350

Answers collected

1.6

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, Wolff ranks #25 among 36 tracked brands for Coffee · Australia (25 October – 8 November 2026). Its visibility is 1.6%. It was named in 22 of 1,350 AI answers across 13 of 150 tracked questions, averaging position 5.4 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 1.6% AI visibility for Wolff in Coffee · Australia, measured over 25 October – 8 November 2026. It ranks #25 among 36 tracked brands.

How often does AI mention this brand?

Wolff was named in 22 of 1,350 collected AI answers, across 13 of 150 tracked questions, for Coffee · Australia (25 October – 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 Wolff by all 1,350 answers in the published Coffee · Australia 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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