B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
14%
14% -- self service full resolution rate for customer support issues (2026)
According to Gartner research cited in the article, only 14% of customer issues fully resolve through self-service channels.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
14%
Unit
Percentage
Data Vintage
2026
Entity
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Gartner
Primary
Tier C
https://minicoursegenerator.com/blog/customer-training-in-b2b-saas/ ↗
Source Article
SaaS Customer Training: 7 Practices That Improve Retention
SaaS customer training is the fastest retention lever most B2B teams have. Customers who learn the product adopt it, and customers who adopt it renew. The external data agrees with the field experience. A 2024 Forrester Consulting study commissioned by Intellum measured 38.3% higher adoption of trai…
Original Research
Gartner
· Original study ↗
Methodology
Gartner research, as cited by article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
customer support issues: 14% self service full resolution rate. Source: Gartner (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/gartner-self-service-resolution-14
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<blockquote cite="https://lighthousedata.io/data/gartner-self-service-resolution-14" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>14%</strong> -- self service full resolution rate for customer support issues<br><small>Source: Gartner (2026) · <a href="https://lighthousedata.io/data/gartner-self-service-resolution-14" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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