Buy NowFull report access from $374. Launch discount until 9pm Pacific, July 31
oppalerts.com →
Market Research Insights Firms

Neutral

Knowledge Graph Entities
Dominant · Domain Harmonic Centrality ρ=0.539

AI recommendation signal analysis across 88 domains for the Neutral persona in Market Research Insights Firms.

88Domains Tracked
5.9MReddit Posts
48KWikipedia Articles
4.0MOpen Web Matches
Neutral_persona.report
EntityScore
IBM
60.0
YouGov
58.3
Mintel
58.3
This is a shortened preview of the Market Research Insights Firms 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.

Get the full Market Research Insights Firms report
About This Report

How to use this page

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

49K
Entities With Topic Matches
278
Entities Mentioning Brands
50K
Topic Phrase Matches
351
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.

2 of 3 top domains for Neutral have a knowledge-graph entity.

DomainKnowledge Graph EntityWikidata ID
kantor.comNot in the knowledge graph-
morningconsult.comMorning ConsultQ28401695
iriworldwide.comSymphonyIRI GroupQ7661463
Wikidata

Top knowledge-graph entities

The entity records where Neutral's brands and topics appear. 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
pureXML11.510
Qualtrics11.510
IBM Spectrum Symphony11.510