What is the Online Fashion Retailers AI visibility ranking?

The Online Fashion Retailers AI visibility ranking measures how often AI models like ChatGPT, Gemini, and others recommend specific brands when asked about online fashion retailers. We run 2 prompts across several leading AI models and track which brands appear most frequently in responses.

Which brand ranks #1 in Online Fashion Retailers?

Vogue currently ranks #1 in Online Fashion Retailers with 23.4% AI visibility — meaning it appears in roughly 23% of AI-generated responses for this niche.

How many brands are tracked in Online Fashion Retailers?

We currently track 15 brands in the Online Fashion Retailers niche. New brands are automatically discovered when AI models mention them in responses and are added after review.

How often are these rankings updated?

Rankings are refreshed weekly every Sunday at 4 AM UTC. Each update re-runs all prompts across multiple AI models to capture the latest shifts in brand visibility and recommendations.

How is AI visibility calculated?

AI visibility is calculated by sending curated prompts to multiple AI models (including GPT-4o Mini, Gemini Flash, DeepSeek, and Mistral). We count how often each brand is mentioned across all responses and express it as a percentage of total mentions. This gives an objective measure of how likely an AI is to recommend a given brand.