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Dermatology Groups

Hair Loss Researcher

Top Wikipedia Pages
Dominant · Search Engine Appearances ρ=0.600

AI recommendation signal analysis across 457 domains for the Hair Loss Researcher persona in Dermatology Groups.

457Domains Tracked
8.1MReddit Posts
6,164Wikipedia Articles
1.3MOpen Web Matches
Hair Loss Researcher_persona.report
ArticleScore
Hair loss
91.1
Module:Sandbox/trappist the monk/layurl/data
86.2
2020s in fashion
82.6
This is a shortened preview of the Dermatology Groups 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

Persona view: this page is scoped to this persona's queries alone.
Use Case

See how Wikipedia covers your market

Wikipedia is one of the most heavily cited sources in LLM training data and AI answers. These are the articles where this segment's topics live and its brands get mentioned. Study where competitors appear, and treat the zero-mention list at the bottom as articles worth earning a legitimate presence in.

How It's Calculated

Where the numbers come from

We scan the full text of every English Wikipedia article for this segment's topic phrases and brand hostnames, then count matches per article. Maintenance pages (drafts, templates, categories and similar) are excluded. Article links use stable page IDs, so they survive renames.

Overview

What's on this page

Top-article charts by topic matches and by brand mentions, the full article table, and a list of topic-heavy articles that mention none of this segment's brands.

Segment Totals

Wikipedia coverage at a glance

How much of English Wikipedia touches Hair Loss Researcher: distinct articles containing this segment's topic phrases, distinct articles mentioning its brand domains, and the raw match totals behind them.

6,164
Articles With Topic Matches
95K
Articles Mentioning Brands
53K
Topic Phrase Matches
703K
Brand Mentions
Wikipedia Data

Top Wikipedia articles

The articles where Hair Loss Researcher's topics and brands appear most. Topic Matches counts this segment's own vocabulary in the article text; Brand Mentions counts its brand domains; Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100). Bars and article titles link to the live article. The table follows the selected view.


Content Opportunities

Articles with zero brand presence

Articles rich in Hair Loss Researcher's topics where none of its tracked brands are mentioned at all: the conversation is happening, and no one owns it. Each is a candidate for legitimate citations, external references, or coverage that earns a mention.

This list is often short: only the segment's most heavily matched articles are tracked, and most of those already mention at least one brand. Persona pages usually surface more.