B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25%
25% -- share of llm citations from employer reviews for LLMs (ChatGPT) (2025)
Employer reviews contribute to 25% of the citations LLMs like ChatGPT reference when answering employer-related questions.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2025
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
PerceptionX
Primary
Tier B
https://www.perceptionx.ai/blog/employer-perception-score ↗
Source Article
What Is the Employer Perception Score? | PerceptionX
What is the Employer Perception Score?
Understanding employer branding can be challenging, especially when measurement feels “fluffy” and subjective. Today, organizations value insights into how their employee experience is perceived externally, yet quantifying it with hard data has consistently bee…
Original Research
PerceptionX
· Original study ↗
Methodology
PerceptionX internal AI analysis of LLM outputs
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
LLMs (ChatGPT): 25% share of llm citations from employer reviews. Source: PerceptionX (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/employer-reviews-llm-citations-25
HTML Embed
<blockquote cite="https://lighthousedata.io/data/employer-reviews-llm-citations-25" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- share of llm citations from employer reviews for LLMs (ChatGPT)<br><small>Source: PerceptionX (2025) · <a href="https://lighthousedata.io/data/employer-reviews-llm-citations-25" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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