B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
85%
85% -- share of comments by platform for Facebook (2026-05)
Facebook accounted for 85% of all comments analyzed across participant accounts.
- Based on participant accounts in the Face Forward study representing women and gender-diverse leaders
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
85%
Unit
Percentage
Data Vintage
2026-05
Entity
Sample Size
11,000
Geography
Global
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Areto Labs
Primary
Tier A
https://www.aretolabs.com/faceforward-reports/may2026 ↗
Source Article
Face Forward Intelligence Report Release #1 — Areto Labs
Face Forward Intelligence Report Release #1
1-31 May 2026
The inaugural Face Forward Intelligence Report captures more than 11,000 comments across participant accounts, establishing the baseline for how online abuse is shaping public life for women and gender‑diverse leaders. This first dataset make…
Original Research
Areto Labs
· Original study ↗
Methodology
Analysis of more than 11,000 comments across participant accounts in the Face Forward Intelligence Report
Methodology documented
Segmentation
IndustryMedia
RegionGlobal
RoleAll marketers
Channelsocial
Cite this stat
Plain Text
Facebook: 85% share of comments by platform. Source: Areto Labs (2026-05). Via Lighthouse Intelligence -- https://lighthousedata.io/data/facebook-share-of-comments-faceforward-may2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/facebook-share-of-comments-faceforward-may2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>85%</strong> -- share of comments by platform for Facebook<br><small>Source: Areto Labs (2026-05) · <a href="https://lighthousedata.io/data/facebook-share-of-comments-faceforward-may2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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