B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
5%
5% -- brand mention sentiment share for Reddit (2025)
About 5% of brand mentions in Reddit discussions used for AI training/citations are positive.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
5%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Profound (tryprofound.com)
Primary
Tier C
https://www.billybuzz.com/blog/reddit-search-engine ↗
Source Article
A Founder's Guide to a Reddit Search Engine
Original Research
Profound (tryprofound.com)
· Original study ↗
Methodology
Analysis of AI source citations; positive share 5%, negative share 6.1%
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Reddit: 5% brand mention sentiment share. Source: Profound (tryprofound.com) (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/reddit-ai-training-sentiment-mix
HTML Embed
<blockquote cite="https://lighthousedata.io/data/reddit-ai-training-sentiment-mix" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5%</strong> -- brand mention sentiment share for Reddit<br><small>Source: Profound (tryprofound.com) (2025) · <a href="https://lighthousedata.io/data/reddit-ai-training-sentiment-mix" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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