B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
82%
82% -- share reporting increasing customer expectations for service teams (2026)
82% of service teams report increasing customer expectations according to Salesforce research.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
82%
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
Salesforce
Primary
Tier C
https://www.bevycommerce.com/insights/ai-customer-service-integration-guide ↗
Source Article
AI Customer Service Integration Guide
Original Research
Salesforce
· Original study ↗
Methodology
Salesforce research, as cited by the article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
service teams: 82% share reporting increasing customer expectations. Source: Salesforce (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/service-teams-increasing-expectations-82pct
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<blockquote cite="https://lighthousedata.io/data/service-teams-increasing-expectations-82pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>82%</strong> -- share reporting increasing customer expectations for service teams<br><small>Source: Salesforce (2026) · <a href="https://lighthousedata.io/data/service-teams-increasing-expectations-82pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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