AI Visibility · Research · Benchmarks
AI assistants and shopping agents are becoming the interface between premium brands and their customers. We measure what the machines say about you, score it, and show you what to change.
REQUEST FREE AUDIT65% of global search will flow through AI by 2030. Your brand is either in the conversation or it doesn't exist.
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The thesis
Visibility
Whether you appear, and appear accurately, when models answer the questions of your category.
Recommendation
Whether models pick you when they synthesize an answer to “what should I buy.”
Transaction
Whether an agent can read your products and policies well enough to complete a purchase.
ChatGPT
The most widely adopted AI assistant. When consumers ask for product recommendations, ChatGPT shapes first impressions at massive scale.
Claude
Known for nuanced, detailed responses. Claude often provides the most thorough brand analysis alongside the most surprising inaccuracies.
Gemini
Integrated into Google's ecosystem and Android. As AI Overviews expand, Gemini becomes the lens through which billions discover brands.
Factual correctness. Is what AI says about your brand actually true? We verify claims against reality and surface every error.
Brand positioning. When AI describes your brand, does it convey the right level of expertise, heritage, and trust?
Category visibility. When consumers ask about your category, does your brand appear in the answer? How often, and in what context?
Rank when mentioned. Where in the list does your brand appear? First recommendation or afterthought? Position shapes perception.
Website structured data. Is your site optimized for AI crawlers? Schema markup, metadata, and content structure that AI models consume.
What AI Says About You
Then measure whether it's accurate, favorable, and complete.
“The brand is known for its commitment to sustainable luxury, offering a curated selection of resort and contemporary wear. They have a strong presence in the premium fashion segment with retail locations in key markets.”
Step One
We query every major AI model about your brand and your competitors. You see exactly what each model says, word for word.
Step Two
We identify inaccuracies, gaps, and missed opportunities. Then we show you exactly what to change on your website so AI gets it right.
Step Three
Track your visibility scores over time as AI models update. Watch your brand climb from absent to recommended.
From the research desk
This winter, Language Commerce publishes its first scored benchmark of how premium fashion brands perform across AI answers and agents: presence, accuracy, recommendation, and transactability, measured edition over edition. Private executive briefings open this fall.
REQUEST A BRIEFINGLanguage Commerce
See exactly what ChatGPT, Claude, and Gemini say about your brand today. Request your free GEO audit and we will show you where you appear, where you are missing from the category searches your customers run, and what to change. Built for premium retail and ecommerce brands.
REQUEST FREE AUDITYour audit arrives within two business days.