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Troubadour

Troubadour

AI visibility and ranking for Handbags & Accessories: United Kingdom

Handbags & Accessories [UK]
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London maker of men's work backpacks and totes, with a Soho store.

Troubadour
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

0.2

October 4, 2026

Overall visibility

0.8

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

Industry rank

21

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Troubadour's single-scan score moved from 1.1% to 0.2%, down 0.9 percentage points. Latest recorded scan 0.2% 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 20261.1%
24 August 20261.3%
30 August 20261.1%
6 September 20260.9%
13 September 20260.7%
20 September 20260.7%
27 September 20260.4%
4 October 20260.2%

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

1.2%

Perplexity Logo

Perplexity

1.2%

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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ChatGPT names Troubadour most often.

It appears in 1.2% of collected ChatGPT answers and 0.0% of Google AI Overviews answers: a difference of 1.2 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 11 of 150 questions.

Troubadour appears in at least one collected answer to 7.3% 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 0.2% to 1.3%. The latest scan was 0.2% 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 B Corp accessories brands UK
  • Best card holder UK
  • Best casual bag UK
  • Best crossbody bag for travel UK
  • Best everyday tote bag UK
  • Best laptop bag for women UK

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 fashion accessories brands (Aspinal of London, Mulberry, Radley London)
  • Best British accessories brands (Mulberry, Lulu Guinness, Aspinal of London)
  • Best British handbag brands (Mulberry, Strathberry, Aspinal of London)
  • Best British leather goods brands (Mulberry, Ettinger, Tusting)
  • Best award winning British handbag brands (Mulberry, DeMellier, Strathberry)
  • Best boutique handbag brands UK (Strathberry, DeMellier, Aspinal of London)

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 tote bag for laptop UK

From the recorded answer

| Troubadour Apex Everyday Tote | Premium work bag | More executive styling, durable materials and a structured shape. WIRED | …
Read recorded answer

Recorded answer text · ChatGPT · 27 September 2026

If you mean a work/commuter tote that safely carries a laptop in the UK, these are strong options depending on your style and budget. Key things to look for are a padded laptop sleeve, zip closure, comfortable straps, and some weather resistance (especially for UK commuting). WIRED

## Best laptop tote bags (UK)

Bag | Best for | Why it's good --- | --- | --- Bellroy Tokyo Tote | Best overall practical choice | Clean design, padded laptop protection, good organisation, lightweight commuter feel.

| | KNOMO London laptop totes | Office/professional look | UK brand known for smart work bags with dedicated laptop compartments.

| | Troubadour Apex Everyday Tote | Premium work bag | More executive styling, durable materials and a structured shape. WIRED | | Cuyana System Tote | Stylish minimalist option | Leather look, adaptable organisation with inserts; good for office use. WIRED | | Radley London laptop totes | Mid-range feminine/classic style | Spacious, practical designs with laptop-friendly layouts. Mumsnet | | Longchamp Le Pliage | Lightweight everyday carry | Very popular, folds easily and works well if you add a separate padded laptop sleeve. Mumsnet |

## My shortlist by need

- Daily train commute: Bellroy Tokyo Tote - practical, protective, and not overly bulky.

- Corporate office / meetings: KNOMO or Troubadour - more like a briefcase but still a tote.

WIRED- Fashion-first: Cuyana System Tote or Longchamp Le Pliage. WIRED Mumsnet - Budget-friendly: Look for a structured tote with a separate padded laptop sleeve rather than a thin fashion tote. Mumsnet

A couple of questions would narrow it down:

1. What laptop size - 13", 14", 15", or 16"? 2. Do you want leather/smart office style or casual commuter style? 3. Budget: under £50, £50-£150, or £150+?

Perplexity

The question asked

Best B Corp accessories brands UK

From the recorded answer

Troubadour - London brand specialising in minimalist, durable bags and accessories, with a strong focus on product longevity.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

For UK shoppers, these are among the strongest B Corp-certified accessories brands to consider:

- Elvis & Kresse - Luxury bags, wallets and belts made partly from reclaimed fire hoses; particularly strong for circularity and charitable giving. - Bird Eyewear - Devon-based wooden and bio-based sunglasses and glasses; described as the UK's first B Corp-certified eyewear brand. - Troubadour - London brand specialising in minimalist, durable bags and accessories, with a strong focus on product longevity. - Aspiga - Sustainable fashion and accessories, including bags, sandals and jewellery, produced through artisan-led supply chains. - Johnstons of Elgin - Scottish maker of premium scarves and other textile accessories; its B Corp certification supports its established focus on responsible sourcing. - Patagonia - A leading global B Corp for outdoor clothing and accessories, known for repair, resale and environmental activism. - TOMS - Best known for footwear but also offers bags and other accessories, with a long-running social-impact model. - Wolf & Badger - A UK B Corp-certified marketplace rather than a single accessories label; useful for discovering smaller ethical jewellery, bag and eyewear brands.

Best overall picks: choose Elvis & Kresse for circular luxury, Bird Eyewear for glasses, Troubadour for everyday bags, and Johnstons of Elgin for scarves. B Corp status applies to the company's assessed governance and operations-not automatically to every product-so check material and supply-chain details for the specific item.

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

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Found / Brand snapshot

Troubadour

Handbags & Accessories

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

29

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, Troubadour ranks #21 among 37 tracked brands for Handbags & Accessories · United Kingdom (21 August 2026 – 4 October 2026). Its visibility is 0.8%. It was named in 29 of 3,600 AI answers across 11 of 150 tracked questions, averaging position 1.8 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 Troubadour in Handbags & Accessories · United Kingdom, measured over 21 August 2026 – 4 October 2026. It ranks #21 among 37 tracked brands.

How often does AI mention this brand?

Troubadour was named in 29 of 3,600 collected AI answers, across 11 of 150 tracked questions, for Handbags & Accessories · 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 Troubadour by all 3,600 answers in the published Handbags & Accessories · 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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