B Evidence Grade B Graded under review Safe to Cite Current

71%

71% -- unanswered complaint rate for Twitter customer complaints (2026)

2026  · evolve24

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Attribution: evolve24 View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
71%
Unit
Percentage
Data Vintage
2026
Entity
Twitter customer complaints
B
Strong, reliable evidence

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

64/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
evolve24 Primary Tier C
http://www.vivogroup.com.au/blog/view/72/Customer-Service-in-the-Digital-Age ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
Vivo Group
Original Research
evolve24 · Original study ↗

Survey by evolve24, cited in blog article

Methodology documented
Industrymarketing
Plain Text
Twitter customer complaints: 71% unanswered complaint rate. Source: evolve24 (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/twitter-complaints-unanswered-evolve24
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<blockquote cite="https://lighthousedata.io/data/twitter-complaints-unanswered-evolve24" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>71%</strong> -- unanswered complaint rate for Twitter customer complaints<br><small>Source: evolve24 (2026) · <a href="https://lighthousedata.io/data/twitter-complaints-unanswered-evolve24" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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