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Industry Report

Commercial Solar Energy Services

Knowledge Graph Entities
Strong · Wikipedia Citations ρ=0.293

AI recommendation signal analysis across 2,899 domains and 11 buyer personas in Commercial Solar Energy Services, led by ameresco.com as the most LLM-recommended domain.

2,899Domains Tracked
11Buyer Personas
26.7MReddit Posts
219KWikipedia Articles
18.3MOpen Web Matches
knowledge_graph_entities.report
EntityScore
Tesla
90.2
IBM
81.4
Office of Critical Minerals and Energy Innovation
60.7
This is a shortened preview of the Commercial Solar Energy Services 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 Commercial Solar Energy Services report
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 Commercial Solar Energy Services 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.

78K
Entities With Topic Matches
7,992
Entities Mentioning Brands
80K
Topic Phrase Matches
9,220
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.

0 of 3 top domains for Commercial Solar Energy Services have a knowledge-graph entity.

DomainKnowledge Graph EntityWikidata ID
forefrontpower.comNot in the knowledge graph-
altuspower.comNot in the knowledge graph-
recsolar.comNot in the knowledge graph-
Wikidata

Top knowledge-graph entities

The entity records where Commercial Solar Energy Services'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.