Ettinger
AI Visibility Score and Ranking for
Handbags & Accessories: United Kingdom
Family-owned London and Walsall house making wallets and small leather goods, one of the last UK-manufacturing luxury leather makers.
Ettinger ranks #10 in the UK Handbags & Accessories AI Visibility Index with a Visibility Score of 4.7/100. It was named in 126 of 2,700 AI answers across 22 of 150 tracked questions, averaging position 1.8 when mentioned.
4.7
Visibility score
10
Found Rank
0
Movement vs last window
1.8
Avg. position when mentioned
22
Prompts hit, of 150
Ettinger vs Handbags & Accessories
Running at 1.1x the Handbags & Accessories category average — ahead of the field.
5
5
Where this brand sits in its industry
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 methodologyFrequently asked questions
What is Ettinger's AI Visibility Score?
Ettinger has an AI Visibility Score of 4.7 in the UK Handbags & Accessories AI Visibility Index, ranked #10.
How often does AI recommend Ettinger?
Ettinger was named in 126 of 2,700 AI answers analysed, across 22 tracked questions, averaging position 1.8 when mentioned.
How is the AI Visibility Score calculated?
We asked ChatGPT, Perplexity and Google's AI Overviews the questions British handbags and accessories 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.
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