Found
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AI Index
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Luggage & Travel Gear
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Cellini

Cellini

AI Visibility Score and Ranking for

Luggage & Travel Gear

Luggage & Travel Gear
International (Cellini Handbags & Luggage)
Ghost
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Multi-decade luggage and handbag brand stocked across independent AU retailers.

Cellini did not appear in any of the 450 AI answers analysed in the AU Luggage & Travel Gear AI Visibility Index this scan window, across 150 tracked questions.

Found Rank

31

·

new

0.0

Visibility score

0

Appearances

0

Prompts hit, of 10

1

Days seen

Average position

What's working
Working
1. Established market presence
A recognised, currently-trading brand in the AU luggage and travel-gear population.
2. -
No AI-answer appearances recorded this scan window.
3. -
No AI-answer appearances recorded this scan window.
What could improve
Improve
1. Zero AI visibility this window
Not named in any of the 450 AI answers analysed across 150 tracked questions.
2. No platform presence detected
Absent from ChatGPT, Perplexity and Google AI Overviews answers this scan window.
3. A ghost in this index
Scores zero on the AI Visibility Index despite being part of the tracked population.

Where {{BRAND}} sits in {{INDUSTRY}}

See the full index

Not every platform agrees.

AI platforms don't agree with each other — here's how {{BRAND}}'s score breaks down, and which one rates it highest.

ChatGPT 0.0% / Perplexity 0.0% / AI Overviews 0.0%

Want to rank higher?

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How it works

The questions shoppers ask. Every day. Every platform.

1. We ask what shoppers ask

150 questions per industry, drawn from real search and AI query data — not questions a brand would write about itself.

2. We ask every day, on every platform.

ChatGPT, Perplexity and Google's AI Overviews. Fourteen consecutive days. Hundreds of answers per industry.

3. We record who gets named.

Every brand mention, its position in the answer, and which platform said it. The Visibility Score is the share of answers a brand appears in. Nothing weighted, nothing modelled.

How every volume is measured

A fixed battery of questions per vertical, asked daily on ChatGPT, Perplexity and Google AI Overviews across the full scan window. Visibility Score is the share of all answers that named the brand. Every population is frozen before scoring, with a documented cut log.

Read the full methodology

Frequently asked questions

What is Cellini's AI Visibility Score?

Cellini has an AI Visibility Score of 0 in the AU Luggage & Travel Gear AI Visibility Index - not named in any of the 450 AI answers analysed this scan window.

How often does AI recommend Cellini?

Cellini was not named in any of the 450 AI answers analysed across the 150 tracked questions this scan window.

How is the AI Visibility Score calculated?

We asked ChatGPT, Perplexity and Google's AI Overviews the questions Australian luggage and travel-gear shoppers actually ask, and tracked how often each brand was named. Full methodology at flux.agency/found/methodology.

Want the full picture?

We'll send your complete Visibility Score breakdown, your average position, and the one thing costing you the most visibility. No charge, no pitch.

Get your brand's score