B Evidence Grade B Graded under review Safe to Cite Current

43%

43% -- future engagement increase for social media comments (2026)

2026  · Science Says

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Attribution: Science Says View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
43%
Unit
Percentage
Data Vintage
2026
Entity
social media comments
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Science Says Primary Tier B
https://app.sciencesays.com/archive?404=/p/use-copy-boost-results&page=0 ↗
Confidence: 53/100 Vintage: 2026 Channel: Common Crawl
Source Article
Science Says
Original Research
Science Says · Original study ↗

Research summary from Science Says

Methodology documented
Industrymarketing
Plain Text
social media comments: 43% future engagement increase. Source: Science Says (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-reply-social-comments-engagement-43
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<blockquote cite="https://lighthousedata.io/data/ai-reply-social-comments-engagement-43" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>43%</strong> -- future engagement increase for social media comments<br><small>Source: Science Says (2026) · <a href="https://lighthousedata.io/data/ai-reply-social-comments-engagement-43" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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