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Andy Wolf

Andy Wolf

AI visibility and ranking for Eyewear & Sunglasses: United Kingdom

Eyewear & Sunglasses [UK]
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Austrian eyewear brand sold via UK opticians and boutiques.

Andy Wolf
appears in
0.1
% of measured AI answers in this industry and market.

Found score

Track Andy Wolf’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

0.1

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

Industry rank

27

Within this industry and market

Published scan history

Across 13 recorded scans from 21 August 2026 to 8 November 2026, Andy Wolf's single-scan score moved from 0.2% to 0.4%, up 0.2 percentage points. Latest recorded scan 0.4% on 8 November 2026; combined-window score 0.1%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.1% 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 20260.2%
24 August 20260.0%
30 August 20260.0%
6 September 20260.0%
13 September 20260.0%
20 September 20260.0%
27 September 20260.0%
4 October 20260.0%
11 October 20260.0%
18 October 20260.0%
25 October 20260.4%
1 November 20260.2%
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

0.3%

Perplexity Logo

Perplexity

0.1%

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

AI Overviews

0.0%

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

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ChatGPT names Andy Wolf most often.

It appears in 0.3% of collected ChatGPT answers and 0.0% of Google AI Overviews 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 2 of 150 questions.

Andy Wolf appears in at least one collected answer to 1.3% of the tracked questions. That is question coverage; the 0.1% visibility score measures its share of individual answers.

Across 13 published scans, visibility ranged from 0.0% to 0.4%. 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 eyewear boutiques London
  • Best sunglasses shops London

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 British glasses brands (Cubitts, Curry & Paxton, Tom Davies)
  • Best British owned eyewear brands (Cutler and Gross, Cubitts, Oliver Goldsmith)
  • Best British eyewear brand comparisons (Cubitts, Cutler and Gross, Oliver Goldsmith)
  • Best British eyewear brands (Cubitts, Cutler and Gross, Oliver Goldsmith)
  • Best British sunglasses brands (Cutler and Gross, Oliver Goldsmith, Cubitts)
  • Best boutique eyewear brands UK (Cubitts, Tom Davies, Cutler and Gross)

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.

ChatGPT

The question asked

Best eyewear boutiques London

From the recorded answer

Excellent curation of unusual international eyewear, including Matsuda, Cazal, Andy Wolf and Oliver Goldsmith. Great for distinctive frames.
Read recorded answer

Recorded answer text · ChatGPT · 8 November 2026

London has an excellent eyewear scene, particularly if you're looking for independent boutiques, luxury designer frames, unusual shapes, Japanese craftsmanship or bespoke spectacles.

I've shortlisted some of the most interesting places, prioritising character and quality over ordinary high-street opticians.

## 10 best eyewear boutiques in London

### Independent and fashion-forward

![LIMITED EDITION EYEWEAR - CULT VISION | UNIQUE ANNUAL FRAME RELEASES - Cult Vision](

1\. Cult Vision - Clerkenwell

(Top pick for independent designers)

Excellent curation of unusual international eyewear, including Matsuda, Cazal, Andy Wolf and Oliver Goldsmith. Great for distinctive frames.

14 Goswell Road, EC1M 7AA

Website and collections

---

!The Eye Company: Vintage Fairytale Sunglasses Chic

2\. The Eye Company - Soho

Vintage, bespoke and independent designer eyewear. A particularly interesting destination if you like individual, characterful frames.

159 Wardour Street, W1F 8WH

Website

---

3\. Mr. Tortoise - Soho

A small, carefully curated luxury eyewear boutique. Particularly interesting for artisanal frames and Japanese eyewear.

57a Brewer Street, W1F 9UL

Website

---

!In Conversation with Bridges & Brows | Nepenthes London | Nepenthes London

4\. Bridges & Brows - Columbia Road

A lovely independent destination for vintage discoveries, limited-edition frames and emerging eyewear labels.

112 Columbia Road, E2 7RG

### Luxury and heritage eyewear

!Brillen maßgeschneidert: Pariser Unternehmen Maison Bonnet fertigt jede Brille von Hand

5\. Maison Bonnet - Mayfair

Exceptional bespoke eyewear, including handmade horn frames. A destination for serious craftsmanship and made-to-measure glasses.

7 Stafford Street, W1S 4RT

Website

---

!E.B.Meyrowitz - Alexander White

6\. E.B. Meyrowitz - Mayfair

Historic luxury optician with an emphasis on exceptional materials, craftsmanship and sophisticated eyewear.

Royal Arcade, Old Bond Street, W1S 4SF

---

![Appointment in Spitalfields

- Cutler and Gross](

7\. Cutler & Gross - Spitalfields

Iconic British eyewear with bold silhouettes, statement acetate frames and a distinctive design identity.

55 Brushfield Street, E1 6AA

Website

---

![MOSCOT Beak Street Shop | Locations - MOSCOT NYC SINCE 1915](

8\. MOSCOT - Carnaby

New York heritage eyewear, famous for vintage-inspired silhouettes, tortoiseshell and characterful frames.

39 Beak Street, W1F 9SA

Website

### Contemporary British eyewear

![Soho Store - FINLAY](

9\. Finlay - Soho

British eyewear brand with stylish contemporary designs, quality materials and a selection of independent designers.

61 Broadwick Street, W1F 9QT

Website

---

!Cubitts Coal Drops Yard | Optician and glasses store in North London

10\. Cubitts - Multiple London locations

Beautifully designed British frames with a balance of heritage inspiration and contemporary minimalism.

Locations include Soho, Marylebone and King's Cross

Website

## My personal shortlist

If I were planning an eyewear-shopping afternoon, I'd prioritise\:

| Boutique | Best for | |--------|--------| | Cult Vision | Avant-garde independent designers | | Mr. Tortoise | Japanese and artisanal eyewear | | Maison Bonnet | Bespoke luxury | | The Eye Company | Vintage and unusual styles | | E.B. Meyrowitz | Traditional luxury |

A particularly good shopping route\: Start around Mayfair for E.B. Meyrowitz and Maison Bonnet, then head to Soho for Mr. Tortoise and The Eye Company.

## One question to refine the recommendations

What kind of eyewear are you most interested in?

Preferred style

---

Approximate budget per pair

[Find my ideal boutiques]

Perplexity

The question asked

Best eyewear boutiques London

From the recorded answer

CULT VISION, Clerkenwell - Best for distinctive, high-end independent eyewear, including Matsuda, Cazal, Andy Wolf, Ørgreen and Robert La Roche.
Read recorded answer

Recorded answer text · Perplexity · 8 November 2026

London's best eyewear boutiques depend on your style, but these are strong picks:

- CULT VISION, Clerkenwell - Best for distinctive, high-end independent eyewear, including Matsuda, Cazal, Andy Wolf, Ørgreen and Robert La Roche. - Perspective Optometrists, Belsize Park - Best for niche designer frames combined with attentive, independent eye care. - The Eye Company, Soho - A long-established specialist for bespoke, vintage and unusual eyewear. - Mallon + Taub, Marylebone - A polished, award-winning optical boutique with a curated designer selection. - Finlay, Notting Hill - Best for refined, contemporary frames made from premium acetate or lightweight titanium; it uses Zeiss lenses. - Cubitts - Best for London-designed, understated frames and in-house glazing, with shops across areas including Soho, Marylebone, Notting Hill and Spitalfields. - MOSCOT, Beak Street/Covent Garden - Best for recognisable, characterful New York-inspired vintage styles. - General Eyewear, Camden - Best for genuine vintage frames, with pieces spanning historical periods and bespoke consultations. - Auerbach & Steele, Chelsea - Best for a luxury designer-eyewear experience on King's Road. - Gentle Monster, Selfridges - Best for avant-garde sunglasses and a highly theatrical, gallery-like shopping environment.

Best overall shortlist: CULT VISION for niche designer frames, The Eye Company for vintage and bespoke work, Finlay for modern refinement, and Cubitts for accessible London design.

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

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Found / Brand snapshot

Andy Wolf

Eyewear & Sunglasses

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

0.1

%

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

6

Answers naming the brand

5840

Answers collected

0.1

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, Andy Wolf ranks #27 among 36 tracked brands for Eyewear & Sunglasses · United Kingdom (21 August 2026 – 8 November 2026). Its visibility is 0.1%. It was named in 6 of 5,840 AI answers across 2 of 150 tracked questions, averaging position 1.2 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 0.1% AI visibility for Andy Wolf in Eyewear & Sunglasses · United Kingdom, measured over 21 August 2026 – 8 November 2026. It ranks #27 among 36 tracked brands.

How often does AI mention this brand?

Andy Wolf was named in 6 of 5,840 collected AI answers, across 2 of 150 tracked questions, for Eyewear & Sunglasses · United Kingdom (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 Andy Wolf by all 5,840 answers in the published Eyewear & Sunglasses · United Kingdom 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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