B
Evidence Grade B
Graded
under review
Safe to Cite
Current
75%
75% -- share of tips from unverified users for Betting tips on X (2026)
75% of analyzed betting tips on X came from unverified users with no recognised experience.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
75%
Unit
Percentage
Data Vintage
2026
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
Time2play
Primary
Tier B
https://archive.g3newswire.com/time2play-highlights-the-risks-of-social-media-tipsters/ ↗
Source Article
Time2play highlights the risks of social media tipsters
Original Research
Time2play
· Original study ↗
Methodology
Analysis of tipster posts on X
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Betting tips on X: 75% share of tips from unverified users. Source: Time2play (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/tips-from-unverified-users
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<blockquote cite="https://lighthousedata.io/data/tips-from-unverified-users" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75%</strong> -- share of tips from unverified users for Betting tips on X<br><small>Source: Time2play (2026) · <a href="https://lighthousedata.io/data/tips-from-unverified-users" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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