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Andy Wolf

Andy Wolf

AI Visibility Score and Ranking for

Eyewear & Sunglasses: United Kingdom

Eyewear & Sunglasses [UK]
Salzburg
Ranked
Visit website ↗

Austrian eyewear brand sold via UK opticians and boutiques.

Andy Wolf ranks #28 in the UK Eyewear & Sunglasses AI Visibility Index with a Visibility Score of 0.0/100. It was named in 1 of 2,700 AI answers across 1 of 150 tracked questions, averaging position 1.0 when mentioned.

0.0

Visibility score

28

Found Rank

0

Movement vs last window

1.0

Avg. position when mentioned

1

Prompts hit, of 150

Andy Wolf vs Eyewear & Sunglasses

Scoring 0.1 against the Eyewear & Sunglasses category average of 2.9 — a fraction of the field.

Andy Wolf (you) — 0.1
Eyewear & Sunglasses category average — 2.9

0

3

Where this brand sits in its industry

Not every platform agrees.

AI platforms don't agree with each other. Here's how the score breaks down, and which one rates it highest.

ChatGPT 0.1% · Perplexity 0.0% · AI Overviews 0.0%

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Every shopper question this brand is missing from, the platform split, and what is causing the gap.

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How it works

The questions shoppers ask. Every week. 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 week, on every platform.

ChatGPT, Perplexity and Google's AI Overviews. Weekly scans, accumulated across a rolling scan window. 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 the score is measured

A fixed battery of questions per vertical, asked weekly on ChatGPT, Perplexity and Google AI Overviews and accumulated 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 Andy Wolf's AI Visibility Score?

Andy Wolf has an AI Visibility Score of 0.0 in the UK Eyewear & Sunglasses AI Visibility Index, ranked #28.

How often does AI recommend Andy Wolf?

Andy Wolf was named in 1 of 2,700 AI answers analysed, across 1 tracked questions, averaging position 1.0 when mentioned.

How is the AI Visibility Score calculated?

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

Now you know the gap. Here's how it closes.

AI recommends what it can understand. We rebuild how your products, pages and entities are described so there is something for it to recommend. Fixed price, starts with an assessment.

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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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