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Industry Report

Beauty Cosmetics Retail

Knowledge Graph Entities
Dominant · SE Outbound Links ρ=0.448

AI recommendation signal analysis across 1,223 domains and 11 buyer personas in Beauty Cosmetics Retail, led by sephora.com as the most LLM-recommended domain.

1,223Domains Tracked
11Buyer Personas
111.2MReddit Posts
133KWikipedia Articles
23.0MOpen Web Matches
knowledge_graph_entities.report
EntityScore
Sephora
72.7
ASOS
65.6
Comparably
60.0
This is a shortened preview of the Beauty Cosmetics Retail report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

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About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

Check your knowledge-graph footprint

Wikidata is the structured knowledge graph behind Wikipedia, search engines, and many AI systems. If the graph does not know a brand, machines have less to anchor an answer on. See which entities carry this segment's topics and brands, and whether its top domains have an entity at all.

How It's Calculated

Where the numbers come from

We scan every Wikidata entity record (labels, descriptions, property values) for this segment's topic phrases and brand hostnames. Entity records are short structured data, so counts run far smaller than article text. Coverage checks which entities claim each domain as an official website.

Overview

What's on this page

Top-entity charts, the full entity table, and a knowledge-graph coverage check for this segment's most LLM-recommended domains.

Segment Totals

Knowledge graph at a glance

How much of the Wikidata knowledge graph touches Beauty Cosmetics Retail across all personas. Entity records are short structured data (labels, descriptions, property values), so these counts run far smaller than Wikipedia article text; what matters is which entities show up, not raw volume.

108K
Entities With Topic Matches
1,594
Entities Mentioning Brands
109K
Topic Phrase Matches
1,816
Brand Mentions
Top Domains

Knowledge graph coverage

Whether a Wikidata entity claims each of this segment's most LLM-recommended domains as its official website. A brand without an entity is invisible to systems that navigate the web through the knowledge graph.

1 of 3 top domains for Beauty Cosmetics Retail have a knowledge-graph entity.

DomainKnowledge Graph EntityWikidata ID
paulaschoice.comNot in the knowledge graph-
elfcosmetics.come.l.f. CosmeticsQ5422801
yesstyle.comNot in the knowledge graph-
Wikidata

Top knowledge-graph entities

The entity records where Beauty Cosmetics Retail's brands and topics appear, aggregated across all personas. Brand Mentions is the more reliable single ranking here; broadly used phrases can surface large unrelated entities in the topic view. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100). Bars and entity names link to the record; entities with no label show their Wikidata ID. The table follows the selected view.


EntityBlendedBrand MentionsTopic Matches
triclosan10.501
nerve growth factor10.501
Venetian ceruse10.501