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Cabin Zero

Cabin Zero

AI visibility and ranking for Luggage & Travel Gear: United Kingdom

Luggage & Travel Gear [UK]
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UK-headquartered cabin-bag brand operating from a UK studio.

Cabin Zero
appears in
1.4
% 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

2.4

October 4, 2026

Overall visibility

1.4

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

Industry rank

20

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Cabin Zero's single-scan score moved from 1.3% to 2.4%, up 1.1 percentage points. Latest recorded scan 2.4% on 4 October 2026; combined-window score 1.4%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.4% 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 20262.0%
30 August 20260.7%
6 September 20261.6%
13 September 20262.0%
20 September 20260.9%
27 September 20260.4%
4 October 20262.4%

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

2.4%

Perplexity Logo

Perplexity

0.8%

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

AI Overviews

1.0%

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

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ChatGPT names Cabin Zero most often.

It appears in 2.4% of collected ChatGPT answers and 0.8% of Perplexity answers: a difference of 1.6 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 19 of 150 questions.

Cabin Zero appears in at least one collected answer to 12.7% of the tracked questions. That is question coverage; the 1.4% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 0.4% to 2.4%. The latest scan was 2.4% 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)

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 cabin backpack for flying UK
  • Best cabin bag for one week trip
  • Best cabin bag for work trips UK
  • Best cabin bag with laptop compartment UK
  • Best cabin luggage for British Airways
  • Best cabin luggage for Ryanair

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 luggage brands do Brits actually buy (Samsonite, Antler, it Luggage)
  • Which luggage brands go on sale in the UK (Antler, Samsonite, American Tourister)
  • Best luggage brands London (Antler, Away, Carl Friedrik)
  • Best luggage brands UK (Antler, Samsonite, Eastpak)
  • Best alternative to Rimowa UK (Rimowa, Samsonite, Carl Friedrik)
  • Best luggage brands for frequent flyers UK (Samsonite, Antler, Rimowa)

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 cabin bag for one week trip

From the recorded answer

… he Tripp Holiday 8 Cabin Suitcase is the best budget hard-shell cabin bag for a one-week trip, while the [CabinZero Classic Cabin Backpack 36L]( …
Read recorded answer

Recorded answer text · Google AI Overviews · 4 October 2026

The Tripp Holiday 8 Cabin Suitcase is the best budget hard-shell cabin bag for a one-week trip, while the CabinZero Classic Cabin Backpack 36L is the top choice if you prefer a lightweight backpack.Packing for a week using only cabin baggage requires maximizing space and keeping your luggage within strict airline limits. Here are the top recommended cabin bags ranked by style and function:

### Best Budget Hard-Shell: Tripp Holiday 8 Cabin Suitcase

- Price: £42 - Capacity: 35 litres - Weight: 2.7 kg - Dimensions: 55 x 40 x 20 cm - Why buy it: According to expert testing by The Guardian, this tough polypropylene case offers an integrated TSA lock, four smooth spinner wheels, and fits most major airlines including British Airways, EasyJet, and Ryanair Priority.

### Best Travel Backpack: CabinZero Classic Cabin Backpack 36L

- Price: £60 - Capacity: 36 litres - Weight: 700 g - Dimensions: 45 x 31 x 20 cm - Why buy it: This water-resistant polyester bag is extremely lightweight. It features a large suitcase-style opening, sturdy YKK zippers, and a dedicated laptop sleeve. It fits easily under a plane seat or in the overhead locker.

### Best Premium Pick: July Carry-On

- Capacity: 42 litres - Weight: 3.4 kg - Dimensions: Standard cabin size - Why buy it: Highlighted in evaluations by OutdoorGearLab, this high-end German polycarbonate case offers exceptional durability, a sleek aesthetic, and an impressive interior capacity for its size class.

To help narrow down your choice, could you tell me:

- Do you prefer a rolling suitcase or a travel backpack? - Which specific airline are you mostly flying with?

ChatGPT

The question asked

Best cabin backpack for flying UK

From the recorded answer

### [Cabin Zero Classic 28L]() …
Read recorded answer

Recorded answer text · ChatGPT · 4 October 2026

If you want one cabin backpack that works across the main UK budget airlines, I'd prioritise 40 × 30 × 20 cm. That fits Ryanair's free small-bag allowance; easyJet is more generous at 45 × 36 × 20 cm. www.ryanair.comwww.easyjet.com

### My top picks

### [Cabin Max Metz 24L 40×30×20]() £19.95

### [Cabin Zero Classic 28L]() £55.41

### [Cabin Max Metz 30L 45×36×20]() £35.00

### [Stubble & Co Roll Top 20L]() £120.00

### [Hayayu 45×36×20 Travel Backpack]() £19.99

🥇 Best overall for budget airlines - Cabin Max Metz 24L - 40 × 30 × 20 cm - Designed specifically around the Ryanair free allowance - Around £20 in the current results - 24L is a good sweet spot for a weekend/3-4 day trip - Best choice if you fly Ryanair frequently

🥈 Best if you want more capacity - Cabin Zero Classic 28L - 28L capacity - Excellent packing efficiency for its size - Around £55 - Good option if you want a more conventional travel backpack.

🥉 Best for easyJet - Cabin Max Metz 30L - 45 × 36 × 20 cm - Around £35 - More usable capacity than the Ryanair-sized version - However, it's too large for Ryanair's free 40 × 30 × 20 allowance.

Premium choice - Stubble & Co Roll Top 20L - Excellent everyday/travel design - Around £120 - Better-looking and more versatile than most dedicated budget-airline bags, but you're paying substantially more.

### ✈️ What I'd buy

If you're flying Ryanair + easyJet + other European budget airlines, I'd get the Cabin Max Metz 24L (40×30×20). It's the safest size strategy because you aren't relying on an airline being generous with its sizer.

If you only fly easyJet, I'd go for the Cabin Max Metz 30L (45×36×20) and take advantage of the extra space. easyJet's free under-seat allowance is currently 45 × 36 × 20 cm and up to 15 kg. www.ryanair.comwww.easyjet.com

If you tell me which airlines you normally fly (Ryanair, easyJet, BA, Jet2, Wizz, etc.) and your budget (£30/£50/£100+), I can narrow it down to the best 3 backpacks for you, including current UK prices.

Perplexity

The question asked

Best travel gear brands UK

From the recorded answer

CabinZero - Lightweight, affordable cabin-size backpacks with generous capacity.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

The best travel-gear brands available in the UK depend on your trip, but these are strong choices:

- Osprey - Excellent travel backpacks, especially the Farpoint and Fairview 40; comfortable harnesses and practical organisation. - Bellroy - Sleek, lightweight urban travel bags and accessories; the Lite Travel Pack was rated a leading 2026 option. - Antler - A strong choice for stylish, relatively affordable suitcases and cabin luggage. - Carl Friedrik - Premium carry-on cases with a polished, business-travel aesthetic. - Rimowa - High-end aluminium and polycarbonate luggage with a distinctive design and strong durability. - Rab - UK-founded technical clothing and outdoor equipment, particularly good for cold, wet or mountainous travel. - Craghoppers - Practical, reasonably priced travel and outdoor clothing, including insect-resistant and weatherproof ranges. - Patagonia - Durable, versatile clothing and packs with strong environmental credentials. - Trakke - Well-made UK-designed backpacks and travel bags, suited to everyday use and outdoor trips. - Millican - Stylish, robust backpacks and luggage made with a sustainability focus. - CabinZero - Lightweight, affordable cabin-size backpacks with generous capacity. - Aerolite - Budget-friendly suitcases and cabin bags; a recommended low-cost option in UK luggage testing.

Best by category:

| Need | Recommended brands | |---|---| | Best overall travel backpack | Osprey, Bellroy | | Affordable suitcase | Antler, Aerolite | | Premium luggage | Rimowa, Carl Friedrik | | Outdoor clothing | Rab, Patagonia, Craghoppers | | UK-made or UK-designed bags | Trakke, Millican | | Budget cabin backpack | CabinZero | | Business travel | Bellroy, Carl Friedrik, Briggs & Riley |

For most travellers, a practical combination would be an Osprey or Bellroy backpack, an Antler suitcase, and Rab or Patagonia clothing for variable UK and overseas weather.

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

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Found / Brand snapshot

Cabin Zero

Luggage & Travel Gear

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

1.4

%

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

51

Answers naming the brand

3599

Answers collected

1.4

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, Cabin Zero ranks #20 among 37 tracked brands for Luggage & Travel Gear · United Kingdom (21 August 2026 – 4 October 2026). Its visibility is 1.4%. It was named in 51 of 3,599 AI answers across 19 of 150 tracked questions, averaging position 2.2 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 1.4% AI visibility for Cabin Zero in Luggage & Travel Gear · United Kingdom, measured over 21 August 2026 – 4 October 2026. It ranks #20 among 37 tracked brands.

How often does AI mention this brand?

Cabin Zero was named in 51 of 3,599 collected AI answers, across 19 of 150 tracked questions, for Luggage & Travel Gear · 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 Cabin Zero by all 3,599 answers in the published Luggage & Travel Gear · 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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