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Tosca

AI visibility and ranking for Luggage & Travel Gear: Australia

Luggage & Travel Gear [AU]
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Mid-market AU luggage brand appearing repeatedly in Australian budget-luggage roundups.

Tosca
appears in
5.6
% of measured AI answers in this industry and market.

Found score

Track Tosca’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 18, 2026

Updated

October 18, 2026

Latest scan visibility

4.9

October 18, 2026

Overall visibility

5.6

21 August – 18 October 2026 (scans 1–10)

Industry rank

12

Within this industry and market

Published scan history

Across 10 recorded scans from 21 August 2026 to 18 October 2026, Tosca's single-scan score moved from 4.4% to 4.9%, up 0.5 percentage points. Latest recorded scan 4.9% on 18 October 2026; combined-window score 5.6%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 5.6% over 21 August – 18 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20264.4%
24 August 20266.9%
30 August 20266.2%
6 September 20265.1%
13 September 20265.8%
20 September 20265.6%
27 September 20266.0%
4 October 20266.2%
11 October 20265.1%
18 October 20264.9%

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

8.0%

Perplexity Logo

Perplexity

2.1%

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

AI Overviews

6.8%

21 August – 18 October 2026 (scans 1–10)

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ChatGPT names Tosca most often.

It appears in 8.0% of collected ChatGPT answers and 2.1% of Perplexity answers: a difference of 5.9 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 68 of 150 questions.

Tosca appears in at least one collected answer to 45.3% of the tracked questions. That is question coverage; the 5.6% visibility score measures its share of individual answers.

Across 10 published scans, visibility ranged from 4.4% to 6.9%. The latest scan was 4.9% on 18 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 – 18 October 2026 (scans 1–10)

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 4 wheel suitcase Australia
  • Best Australian made luggage
  • Best Australian owned luggage brands
  • Best Samsonite alternative Australia
  • Best TSA approved luggage locks Australia
  • Best affordable Australian luggage brands

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 luggage brands Melbourne (July, Samsonite, Antler)
  • Best travel accessories brands Australia (Bellroy, Cubey, July)
  • Best luggage brands Australia (Antler, Samsonite, July)
  • Best suitcase brands Australia (Samsonite, Antler, American Tourister)
  • Best Australian luggage brands (July, Antler, Samsonite)
  • Best luggage brands for frequent flyers Australia (Samsonite, July, Antler)

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 Australian made luggage

From the recorded answer

TOSCA: An Australian travel goods brand known for affordable, dependable hard and softside options like the Aus Luggage Astro and Vega Style lines.[]( …
Read recorded answer

Recorded answer text · Google AI Overviews · 18 October 2026

Some of the top Australian-designed and popular luggage brands available in Australia include:

- July: Famous for tough polycarbonate and German-engineered shells, SilentMove 360 spinner wheels, and smart features like the Capsule Carry-On Pro with a front laptop compartment. - Antler AU: Frequently top-rated by Australian reviewers for lightweight, durable, and minimalist hardshell suitcases like the Icon Stripe and Logo collections, featuring ergonomic grips and horizontal internal organisation. - TOSCA: An Australian travel goods brand known for affordable, dependable hard and softside options like the Aus Luggage Astro and Vega Style lines. - Bellroy: Based in Melbourne, popular for sustainable, functional travel bags, smart backpacks, and check-in gear with great internal organization. - Crumpler: A classic Melbourne-founded brand originating from bike couriers, recognized for bright, utilitarian messenger bags and durable travel gear.

If you'd like to narrow down the options, let me know:

- Do you prefer a hard shell or softside case? - Are you looking for a carry-on or a large check-in bag? - What is your budget range?

ChatGPT

The question asked

Best luggage for domestic flights Australia

From the recorded answer

!Tosca So-Lite 4W 54cm Carry-On Suitcase Blue - travellershop.com.au …
Read recorded answer

Recorded answer text · ChatGPT · 18 October 2026

# Best luggage for domestic flights in Australia (2026)

My recommendation is to choose a lightweight 55 cm carry-on suitcase if you usually take short domestic trips, or a medium medium-sized checked suitcase for longer holidays. The key is to balance durability, wheel quality, empty weight and your airline's baggage allowance.

For flights on Qantas, Virgin Australia and Jetstar, I'd prioritise luggage that works within the strictest carry-on rules, especially if you want to avoid unexpected airport fees. www.luggagedirect.com.auwww.virginaustralia.comwww.jetstar.comwww.qantas.com

## Top luggage picks available in Australia

!American Tourister Curio 2 Carry-On Suitcase (55 cm) | American Tourister Australia

### 1\. American Tourister Curio 2 Spinner 55cm

(Best value)

## \$129-159 AUD

Typical listed prices; retailer offers vary.

A good all-rounder for regular domestic trips. Polypropylene shell, expandable packing space and double spinner wheels. A practical choice if you want a recognisable luggage brand without spending a fortune. www.amazon.com.au

Shop at THE ICONIC

---

![The July Carry On, A Sleek And Minimal Luggage - Rushfaster Australia](

### 2\. July Carry On

(Premium pick)

## \$345 AUD

A stylish, premium-feeling option with smooth wheels and a hard shell. Good for frequent flyers who want a polished design and are happy to pay more. july.com

Shop July Australia

---

![Nere Bondi Carry-On 56cm Suitcase

- Strandbags Australia](

### 3\. Nere Bondi Carry-On 56cm

## \$119.50 AUD

A colourful, affordable hard-shell case with a lightweight design. Worth considering for weekend getaways and occasional flights. strandbags.com.au

Shop Strandbags

---

!Tosca So-Lite 4W 54cm Carry-On Suitcase Blue - travellershop.com.au

### 4\. Tosca So Lite 54cm

## \$139 AUD

A compact four-wheel alternative if you prefer a slightly smaller cabin case. Its 54 cm designation is appealing, but check the full external dimensions before buying. decathlon.com.au

Shop Decathlon Australia

---

![Feather Flight Carry-On - Black Stingray - Kathmandu AU](

### 5\. Kathmandu Feather Flight Carry-On

## Around \$350 AUD

Consider this if low empty weight is your priority. Its combination of a hard shell and lightweight ripstop fabric is designed to keep the case easy to manoeuvre. www.kathmandu.com.au

Shop Kathmandu Australia

## What size should you buy?

!Best Carry-On Luggage for Underseat Storage: Top 5 Picks

Carry-on: 54-55 cm

Best for 1-4 nights

No baggage carousel and less risk of checked-bag delays. For maximum flexibility, aim for dimensions around 55 × 35 × 22 cm, including wheels and handles.

---

!Tosca Vault Hard Shell Medium Travel Luggage Suitcase Lockable 67cm Grey - Bunnings Australia

Medium checked case: 65-70 cm

Best for 5-10 nights

Better for bulky clothes, shoes and longer holidays. Check the checked-baggage weight allowance included in your fare before travelling.

## Important: Australian airline rules

The size limit commonly used for an overhead cabin bag is 56 × 36 × 23 cm, but the permitted weight varies by airline and flight. www.luggagedirect.com.auwww.virginaustralia.comwww.jetstar.comwww.qantas.com

| Airline | Standard economy carry-on | |--------|--------| | Qantas domestic jet | Up to 10 kg per item, 14 kg combined across permitted items | | Virgin Australia | 8 kg for the overhead bag, plus a personal item | | Jetstar, before 2 Feb 2027 | 7 kg combined across the main bag and small item |

These limits can vary by aircraft, fare and route. QantasLink regional flights may have tighter restrictions, and Jetstar is changing its carry-on model from 2 February 2027. Check the airline's official rules before flying. www.qantas.comwww.virginaustralia.comwww.jetstar.com

## Let's narrow it down

1\. What type of luggage do you need?

Carry-on only

Checked suitcase

A matching set of both

---

2\. What's your budget in AUD?

Under \$150

\$150-\$250

\$250-\$400

\$400+

---

3\. What's most important?

Lightweight and easy to lift

Durability and long life

Smooth, reliable wheels

Style and appearance

---

4\. Which airline do you usually fly?

Qantas

Virgin Australia

Jetstar

A mix of airlines

[Find my best luggage]

Perplexity

The question asked

Best Australian owned luggage brands

From the recorded answer

The strongest Australian-owned luggage brands are July, Nere, Tosca, Caribee, BlackWolf, Crumpler, Volair, and Explorer. The best choice depends on whether you prioritise premium design, value, outdoor durability, or business travel.
Read recorded answer

Recorded answer text · Perplexity · 18 October 2026

The strongest Australian-owned luggage brands are July, Nere, Tosca, Caribee, BlackWolf, Crumpler, Volair, and Explorer. The best choice depends on whether you prioritise premium design, value, outdoor durability, or business travel.

| Brand | Best for | Why consider it | |---|---|---| | July | Premium suitcases and stylish frequent travel | Australian-based brand with polished design, smooth wheels, and useful organisation features. | | Nere | Affordable, modern luggage | Founded in Australia by Strand, Nere offers contemporary suitcases at accessible prices. | | Tosca | Everyday value and broad range | Long-established Australian luggage brand with suitcases, bags, and travel accessories. | | Caribee | Budget travel and backpacks | Practical, widely available luggage and travel bags, particularly suitable for students and casual travellers. | | BlackWolf | Hiking and outdoor travel | Strong reputation for outdoor packs, duffels, and adventure-focused travel gear. | | Crumpler | Urban travel and work bags | Known for durable backpacks, messenger bags, and travel luggage with distinctive Australian design heritage. | | Volair | Affordable suitcases | Australian-owned option commonly sold through luggage retailers, with a focus on practical hard- and soft-shell cases. | | Explorer | Functional family luggage | Australian-owned brand emphasising practical, straightforward suitcases for everyday travellers. |

Best overall: July Best value: Nere or Tosca Best for backpacks and outdoor travel: Caribee or BlackWolf Best for work and city travel: Crumpler

“Designed in Australia” does not necessarily mean the luggage is manufactured domestically, so check the individual product's country-of-origin details before buying.

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

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Found / Brand snapshot

Tosca

Luggage & Travel Gear

21 August – 18 October 2026 (scans 1–10)

5.6

%

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

253

Answers naming the brand

4496

Answers collected

5.6

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, Tosca ranks #12 among 31 tracked brands for Luggage & Travel Gear · Australia (21 August – 18 October 2026). Its visibility is 5.6%. It was named in 253 of 4,496 AI answers across 68 of 150 tracked questions, averaging position 3.6 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 5.6% AI visibility for Tosca in Luggage & Travel Gear · Australia, measured over 21 August – 18 October 2026. It ranks #12 among 31 tracked brands.

How often does AI mention this brand?

Tosca was named in 253 of 4,496 collected AI answers, across 68 of 150 tracked questions, for Luggage & Travel Gear · Australia (21 August – 18 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 Tosca by all 4,496 answers in the published Luggage & Travel Gear · 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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Found by Flux
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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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