B Evidence Grade B Graded under review Safe to Cite Current

25%

25% -- customer satisfaction increase for SaaS companies (2026)

2026  · Velaris

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Attribution: Velaris View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
Entity
SaaS companies
B
Strong, reliable evidence

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

60/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
95
Velaris Primary Tier B
https://www.velaris.io/articles/sentiment-analysis-to-improve-customer-experience ↗
Confidence: 62/100 Vintage: 2026 Channel: Common Crawl
Source Article
How to Use Sentiment Analysis to Improve Customer Experience
Original Research
Velaris · Original study ↗

Among SaaS teams using real-time sentiment signals

Methodology documented
Industrymarketing
Plain Text
SaaS companies: 25% customer satisfaction increase. Source: Velaris (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/saas-customer-satisfaction-increase
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<blockquote cite="https://lighthousedata.io/data/saas-customer-satisfaction-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- customer satisfaction increase for SaaS companies<br><small>Source: Velaris (2026) · <a href="https://lighthousedata.io/data/saas-customer-satisfaction-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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