How to win

The Beauty
AI Visibility Index.

2026

How AI engines actually recommend beauty products to shoppers. Four engines, twenty categories, 120 brands, 26,905 answers.

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Podium 01 · Share of AI Voice

Which beauty brands does AI talk about most?

Each brand's share of all AI brand-talk per category, weighted across the twelve categories by each one's slice of the $2.5T US auto market.

Podium 02 · Recommendation Breadth

Which brands make AI's short list most often?

How many of the twelve categories each brand lands in AI's top three. Rewards consistent contention across the market, not a few narrow wins.

The corporate view

Which company wins once you add up all its brands?

The same Share of AI Voice, this time totalled by the company that owns each brand. The single-brand winner and the parent-company winner are not the same.

The full leaderboard

Who leads AI visibility in my category?

Filter by AI engine, category, and snapshot. Click any brand to see its profile across the index.

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Engine by engine

Do all the AI engines agree?

They do not. The five engines surface different brands, at different volumes, with different warmth. A brand cannot assume one engine's result holds across the rest.

The citation layer

Which sources is AI actually reading?

Independent editorial publishers dominate. Brands' own websites are a sliver of the AI citation set.

The publishers fueling AI answers across the category.
Top citations across the report.
Percentage = how often the source appears across all prompts in the report. A value above 100% means the source is cited more than once per prompt on average.
The social platforms driving AI's answers.
Social media accounts for 21.4% of all citations in this report. Here is how they split.
Percentage = share of all social-media citations going to each platform. Hover any number to see the raw citation count.
The takeaways

So what does this mean for my brand?

What the rankings, engines and citations add up to for anyone deciding where to spend on AI visibility.

From the scoreboard to the win

You can see the scoreboard. Here is how to win it.

This index shows which brands AI recommends today. Winning that answer is a discipline, not luck. See how the biggest brands run AI visibility as a program, with a partner accountable for the outcome.

See how to win in AI visibility
Brandlight: one growth architecture across AI search, AI ads, agentic commerce and GEO
One program across AI search, AI ads, AI commerce and GEO
Underlying dataset