Neutral
AI recommendation signal analysis across 106 domains for the Neutral persona in Cosmetics Makeup Brands.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Neutral questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best makeup brands 2026 Allure Byrdie Vogue Sephora top cosmetics brands
- cosmetics makeup brand rankings 2025 2026 Vogue Allure Byrdie
- Sephora best selling makeup brands Fenty Rare Beauty Charlotte Tilbury Dior
- best cosmetics makeup brands websites top recommendations
- top makeup brands domains websites
- "ultabeauty.com"
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| "loreal.com" or "maybelline.com" or "maccosmetics.com" or "narscosmetics.com" or "urbandecay.com" or "charlotetilbury.com" top makeup brands | 1 | Claude Haiku 4.5 |
| "ultabeauty.com" | 1 | Gemini 3.5 Flash |
| best cosmetics and makeup brands 2026 | 1 | Claude Sonnet 5 |
| best cosmetics makeup brands websites top recommendations | 1 | Gemini 3.5 Flash |
| best makeup brands 2026 allure byrdie vogue sephora top cosmetics brands | 1 | GPT 5.5 |
| best makeup websites online shopping 2025 | 1 | DeepSeek V4 Pro |
| charlotte tilbury glossier e.l.f cosmetics website domain urls | 1 | Claude Haiku 4.5 |
| cosmetics makeup brand rankings 2025 2026 vogue allure byrdie | 1 | GPT 5.5 |
| fenty beauty urban decay mac cosmetics nars dior beauty official websites | 1 | Claude Haiku 4.5 |
| sephora best selling makeup brands fenty rare beauty charlotte tilbury dior | 1 | GPT 5.5 |
| top 10 best cosmetics makeup brands 2026 | 1 | Claude Haiku 4.5 |
| top beauty brands ranking consumer reviews 2025 | 1 | DeepSeek V4 Pro |
| top cosmetics makeup brands 2025 best recommendations | 1 | DeepSeek V4 Pro |
| top makeup brands domains websites | 1 | Gemini 3.5 Flash |
| top makeup brands to check out | 1 | Claude Sonnet 5 |