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Pop Specs

Pop Specs

AI visibility and ranking for Eyewear & Sunglasses: United Kingdom

Eyewear & Sunglasses [UK]
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Affordable London eyewear label with a store in Westfield London.

Pop Specs
appears in
0.8
% of measured AI answers in this industry and market.

Found score

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AI visibility scores and ranking

Data through

October 4, 2026

Updated

October 4, 2026

Latest scan visibility

0.4

October 4, 2026

Overall visibility

0.8

21 August 2026 – 4 October 2026 (scans 1–8)

Industry rank

22

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Pop Specs's single-scan score moved from 1.3% to 0.4%, down 0.9 percentage points. Latest recorded scan 0.4% on 4 October 2026; combined-window score 0.8%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.8% over 21 August 2026 – 4 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20261.3%
24 August 20260.7%
30 August 20260.4%
6 September 20260.4%
13 September 20261.3%
20 September 20260.9%
27 September 20260.7%
4 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

1.4%

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

AI Overviews

0.0%

21 August 2026 – 4 October 2026 (scans 1–8)

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Perplexity names Pop Specs most often.

It appears in 1.4% of collected Perplexity answers and 0.0% of Google AI Overviews answers: a difference of 1.4 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 14 of 150 questions.

Pop Specs appears in at least one collected answer to 9.3% of the tracked questions. That is question coverage; the 0.8% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 0.4% to 1.3%. The latest scan was 0.4% on 4 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 – 4 October 2026 (scans 1–8)

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 British eyewear brand comparisons
  • Best affordable glasses frames UK
  • Best affordable sunglasses brands UK
  • Best budget eyewear brands UK
  • Best eyewear UK
  • Best eyewear boutiques 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 eyewear labels (Oliver Goldsmith, Cutler and Gross, Cubitts)
  • Best new British sunglasses brands (Oliver Goldsmith, Finlay & Co, Taylor Morris)
  • Best British alternative to Ray-Ban (Kirk & Kirk, Cubitts, Oliver Goldsmith)
  • Best Instagram famous sunglasses brands UK (Le Specs, Quay Australia, Gentle Monster)
  • Best boutique eyewear brands UK (Cubitts, Finlay & Co, Cutler and Gross)
  • Best independent sunglasses brands UK (Cubitts, Cutler and Gross, Curry & Paxton)

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 sunglasses shops Manchester

From the recorded answer

Pop Specs - Manchester Arndale - Level 1, Pop Specs - Outside New Look, Arndale Shopping Centre, Manchester M4 3AQ, United Kingdom …
Read recorded answer

Recorded answer text · ChatGPT · 27 September 2026

- City Specs - Independent Opticians Manchester - 6, Royal Exchange Arcade, Manchester M2 7EA, United Kingdom - Framed Opticians Manchester - St Ann's Square, 1-3 St Ann's Passage, King St, Manchester M2 6AB, United Kingdom - Seen Opticians - 11 Police St, Manchester M2 7LQ, United Kingdom - IOLLA - 14 St Ann's Sq, Manchester, M2 7HQ, United Kingdom - Ace & Tate - 21 Oldham St, Manchester, M1 1JG, United Kingdom - Sunglass Hut - 16-18 Arndales Centre, Manchester, M4 3AB, United Kingdom - Vision Express Opticians - Manchester - Arndale Centre - Corporation Street Arndale Centre, Manchester, M4 3AQ, United Kingdom - The Eyewear Stylist - White Tower, Media City, Salford M50 2NT, United Kingdom - Specsavers Opticians and Audiologists - Manchester - Arndale - Manchester Arndale, 89 Halle Mall, Manchester M4 2HU, United Kingdom - Framed Opticians Chorlton - 113 Beech Rd, Chorlton-cum-Hardy, Manchester M21 9EQ, United Kingdom - Boots Opticians - 32 Market St, Manchester, M1 1PL, United Kingdom - Eye See You Ltd - 26 King's Rd, Prestwich, Manchester M25 0LE, United Kingdom - HKG - Flat 3D, 3F, Wing Yip Commercial Centre, Manchester M4 5HU, United Kingdom - Spectacle Factory Outlet - Middleton - Manchester - Units C&D, Jubilee Park, Hanson Cl, Middleton, Manchester M24 2UH, United Kingdom - Pop Specs - Manchester Arndale - Level 1, Pop Specs - Outside New Look, Arndale Shopping Centre, Manchester M4 3AQ, United Kingdom - Specsavers Opticians and Audiologists - Manchester Fort - Fort Shopping Park, Cheetham Hill Rd, Cheetham Hill, Manchester M8 8EP, United Kingdom

If you mean Manchester city centre, these are the shops I'd put on your shortlist:

- City Specs - Independent Opticians Manchester - Royal Exchange Arcade. Strong choice for designer/luxury sunglasses; stocks brands including Cartier, DITA, Gucci, Tom Ford, MYKITA and Chrome Hearts. City Specs Opticians City Specs Opticians - Framed Opticians Manchester - St Ann's Passage. Independent, with a curated selection of designer sunglasses and less-mainstream brands. Framed Opticians #myframed - Seen Opticians - Police Street. Particularly worth visiting for distinctive independent eyewear; their sunglasses range includes Jacques Marie Mage, DITA, Garrett Leight and Kuboraum. Seen Opticians Seen Opticians - IOLLA - St Ann's Square. Good if you want contemporary frames and a more modern, design-led look. - Ace & Tate - Oldham Street. Good for stylish, relatively understated frames at a more accessible price point. - Sunglass Hut - Manchester Arndale. Useful if you specifically want mainstream designer brands and want lots of options in one place.

### If I were browsing

For high-end / unusual → Seen or City Specs. For independent designer styles → Framed. For modern, good-value styles → IOLLA or Ace & Tate. For Ray-Ban and mainstream brands → Sunglass Hut.

If you tell me your budget (e.g. £100, £250, £500+) and the style you want (classic, luxury, sporty, vintage, understated), I can narrow it down to 3 shops and specific brands to look for.

Perplexity

The question asked

Best budget eyewear brands UK

From the recorded answer

Pop Specs - Best for stylish low-cost online glasses, with single-vision frames and standard lenses roughly £50-£75.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

For budget prescription glasses in the UK, these are strong options:

- Specsavers - Best for low-cost in-store buying, with basic frames from around £15, plus frequent package offers. - Glasses Direct - Best for online discounts and broad choice; affordable prescription options are commonly around £55. - Pop Specs - Best for stylish low-cost online glasses, with single-vision frames and standard lenses roughly £50-£75. - Bloobloom - Best for more fashionable designs while staying relatively affordable; prescription glasses start around £98 including lenses. - Perfect Glasses - Best for the lowest advertised online prices, with selected frames from about £24. - Feel Good Collection - Best for inexpensive everyday styles, positioned as a value-focused eyewear range.

Best overall picks: choose Specsavers for the lowest straightforward high-street price, Glasses Direct for online deals, and Pop Specs or Bloobloom for more distinctive styles.

Before ordering online, check the retailer's returns policy, lens inclusions, pupillary-distance requirements, and whether thinner lenses or coatings cost extra. Prices and promotions can change.

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

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Found / Brand snapshot

Pop Specs

Eyewear & Sunglasses

21 August 2026 – 4 October 2026 (scans 1–8)

0.8

%

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

28

Answers naming the brand

3600

Answers collected

0.8

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, Pop Specs ranks #22 among 36 tracked brands for Eyewear & Sunglasses · United Kingdom (21 August 2026 – 4 October 2026). Its visibility is 0.8%. It was named in 28 of 3,600 AI answers across 14 of 150 tracked questions, averaging position 2.8 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 0.8% AI visibility for Pop Specs in Eyewear & Sunglasses · United Kingdom, measured over 21 August 2026 – 4 October 2026. It ranks #22 among 36 tracked brands.

How often does AI mention this brand?

Pop Specs was named in 28 of 3,600 collected AI answers, across 14 of 150 tracked questions, for Eyewear & Sunglasses · United Kingdom (21 August 2026 – 4 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 Pop Specs by all 3,600 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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