B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

51%

51% -- share of users with positive brand perception from social media contact for Twitter users (2026)

2026  · USC Applied Psychology program

51% of Twitter users report that communicating with brands on social media creates positive feelings toward the brand.

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Attribution: USC Applied Psychology program View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
51%
Unit
Percentage
Data Vintage
2026
Entity
Twitter users
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
USC Applied Psychology program Primary Tier C
https://antlere.com/how-to-use-social-media-for-customer-service/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
How to Use Social Media for Customer Service
Original Research
USC Applied Psychology program · Original study ↗

Survey finding cited from USC Applied Psychology program; original methodology not stated

Methodology documented
Industrymarketing
Plain Text
Twitter users: 51% share of users with positive brand perception from social media contact. Source: USC Applied Psychology program (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/twitter-users-positive-brand-feelings-social
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<blockquote cite="https://lighthousedata.io/data/twitter-users-positive-brand-feelings-social" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>51%</strong> -- share of users with positive brand perception from social media contact for Twitter users<br><small>Source: USC Applied Psychology program (2026) · <a href="https://lighthousedata.io/data/twitter-users-positive-brand-feelings-social" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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